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unpluggedfinancial · 4 months ago

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Your Mind is Software—Are You Upgrading or Running on Outdated Code?

Imagine opening your laptop to find it running Windows 95. The pixelated interface, the glacial processing speed, the inability to run modern applications—it would be absurd to rely on such outdated technology in 2025. Yet many of us do exactly that with our minds, operating on mental software that hasn't been updated since our formative years.

Your mind is the most sophisticated computer ever created, capable of processing vast amounts of information and rewiring itself on demand. But like any computational system, it's only as effective as its programming. The question is: are you actively upgrading your mental software, or are you stuck running legacy code that's holding you back?

The Ultimate Quantum Computer Between Your Ears

Your brain isn't just a computer—it's a quantum supercomputer that makes the most advanced silicon chips look like pocket calculators. Through neuroplasticity, it constantly rewires itself based on new experiences and information. Every thought you think, every book you read, every conversation you have is either reinforcing existing neural pathways or creating new ones.

But here's the catch: this incredible machine comes pre-installed with software from your environment, culture, and early experiences. Some of this programming serves you well, but much of it is like bloatware—unnecessary, limiting, and sometimes actively harmful to your performance.

The Legacy Code Weighing You Down

Think of beliefs as lines of code running in your mental operating system. Many of these were installed without your conscious consent:

The scarcity mindset from traditional education telling you there's never enough to go around. The fear-based programming from media convincing you the world is a threatening place. The comfort-zone subroutines that keep you stuck in familiar but limiting patterns.

These are like deprecated functions in old software—they might have served a purpose once, but now they're just taking up valuable processing power and preventing better code from running.

System Diagnostics: Identifying Your Mental Malware

How do you know if you're running outdated mental software? Watch for these error messages:

That uncomfortable feeling when new information challenges your existing beliefs? That's cognitive dissonance—your mind's equivalent of a software conflict alert. Finding yourself trapped in echo chambers, only consuming information that confirms your existing beliefs? That's like running your system in safe mode, preventing any new installations.

The most telling sign? Resistance to admitting when you're wrong. High-performance minds treat being wrong as a feature, not a bug—it's an opportunity to upgrade their understanding and improve their cognitive code.

The Open-Source Revolution: Upgrading Your Mental Operating System

Becoming an open-source thinker means actively seeking out new perspectives and allowing your mental code to be refined through exposure to diverse ideas. It's about treating your beliefs as hypotheses to be tested rather than unchangeable truths.

The upgrade process requires:

Regular system scans for outdated beliefs and biases

Exposure to high-quality input data through books, conversations with intelligent people, and diverse experiences

Periodic hard resets through meditation, travel, or voluntary isolation to clear cached thoughts and reset default settings

Sometimes, the most powerful upgrades come from complete paradigm shifts—like switching from a proprietary operating system to an open-source one. These moments of radical perspective change can unlock entirely new capabilities in your mental processing.

Quantum Processing: Beyond Binary Thinking

The next evolution in mental software isn't just about updating old beliefs—it's about developing quantum thinking capabilities. This means holding multiple, sometimes contradictory perspectives simultaneously. It's about moving beyond the binary "right/wrong" processing of conventional thinking to a more nuanced, multidimensional understanding.

As artificial intelligence becomes more integrated into our lives, the ability to think in quantum terms becomes crucial. AI can augment our intelligence, but only if we've developed the mental software capable of interfacing with it effectively.

The Ultimate Choice: Update or Become Obsolete

In a world accelerating at unprecedented speeds, running outdated mental software isn't just inefficient—it's existentially risky. The gap between those who consistently upgrade their mental operating systems and those who don't is widening exponentially.

The choice is yours: Will you run the update, face the temporary discomfort of installing new mental software, and evolve? Or will you stick with your comfortable but increasingly obsolete programming?

Remember: You wouldn't trust your most important digital tasks to an outdated computer. Why trust your future to outdated thinking?

The update is available. Will you install it?

Take Action Towards Financial Independence

If this article has sparked your interest in the transformative potential of Bitcoin, there’s so much more to explore! Dive deeper into the world of financial independence and revolutionize your understanding of money by following my blog and subscribing to my YouTube channel.

🌐 Blog: Unplugged Financial Blog Stay updated with insightful articles, detailed analyses, and practical advice on navigating the evolving financial landscape. Learn about the history of money, the flaws in our current financial systems, and how Bitcoin can offer a path to a more secure and independent financial future.

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👍 Like, subscribe, and hit the notification bell to stay updated with our latest content. Whether you’re a seasoned investor, a curious newcomer, or someone concerned about the future of your financial health, our community is here to support you on your journey to financial independence.

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drjeffsteinberg · 1 year ago

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Advancements in Sleep Disorder Diagnostics and Treatments

In today's fast-paced world, quality sleep has become a luxury for many. The rise in sleep disorders has sparked a wave of advancements in diagnostics and treatments, leading to better outcomes and improved quality of life for millions. If you're in Fort Lauderdale and searching for a sleep disorder specialist, you're in luck. Let's delve into the latest innovations shaping the field of sleep medicine.

Diagnostic Innovations:

1. Polysomnography (PSG) Upgrades: Traditionally, PSG involved spending a night in a sleep lab hooked up to various monitors. However, recent innovations have led to more comfortable and portable PSG devices. These wearable sensors provide comprehensive data without the need for a lab setting, offering a more natural sleep experience for diagnosis.

2. Home Sleep Testing (HST) Evolution: HST devices have evolved significantly, becoming more accurate and user-friendly. They now include features like advanced sensors, wireless connectivity, and intuitive interfaces, allowing patients to undergo testing in the comfort of their homes while ensuring reliable results.

3. AI-Powered Sleep Trackers: Artificial intelligence (AI) has revolutionized sleep tracking devices. These smart trackers analyze sleep patterns, detect anomalies, and provide personalized insights. Integrating AI with sleep diagnostics enables precise identification of sleep disorders, leading to targeted treatment plans.

Treatment Breakthroughs:

1. CPAP Technology Advancements: Continuous Positive Airway Pressure (CPAP) therapy remains a cornerstone in treating sleep apnea. Recent advancements include quieter and more comfortable CPAP machines, mask designs catering to individual preferences, and smart features that adjust therapy settings in real time for optimal comfort and effectiveness.

2. Precision Medicine: Tailored treatment approaches based on genetic factors, lifestyle habits, and individual sleep patterns are gaining prominence. This personalized approach maximizes treatment efficacy while minimizing side effects, ensuring better patient compliance and long-term success.

3. Neuromodulation Techniques: Innovative neuromodulation devices, such as transcranial magnetic stimulation (TMS) and hypoglossal nerve stimulation, are offering new avenues for treating sleep disorders like insomnia and obstructive sleep apnea. These non-invasive techniques target specific neural pathways, promoting better sleep quality and daytime alertness.

Finding a Sleep Disorder Specialist: If you're seeking a sleep disorder doctor in Fort Lauderdale or nearby areas, it's essential to choose a reputable and experienced specialist. Look for credentials, such as board certification in sleep medicine, positive patient testimonials, and a comprehensive approach to diagnosis and treatment. Collaborating with a dedicated sleep team ensures access to the latest advancements and personalized care tailored to your unique needs.

Awaken Your Best Self: Discover the Latest in Sleep Medicine Innovations

The field of sleep disorder diagnostics and treatments is witnessing remarkable progress, thanks to technological innovations and personalized approaches. Whether you're dealing with insomnia, sleep apnea, or other sleep-related issues, consulting a knowledgeable sleep specialist can lead to transformative outcomes, helping you achieve restful nights and vibrant days.

Experience the transformative power of restful nights and vibrant days with Jeff Steinberg MD, your trusted sleep specialist. Don't let sleep disorders hold you back. Contact us today at (954) 329-0053 and take the first step towards better sleep and improved well-being.

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forlinx · 2 years ago

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RSU Application Case Based on the Forlinx i.MX 8M Plus SoM

Roadside Unit (RSU) is a communication gateway deployed alongside roads and serves as an essential component of the V2X roadside system. Its function is to collect real-time information regarding traffic, road conditions, and vehicle flow. This information is then transmitted through communication networks to the V2X platform, enabling communication with on-board devices, traffic signals, electronic signs, and other terminals. RSUs facilitate vehicle-to-infrastructure communication, real-time interaction with traffic signals, intelligent computing, remote interaction, and provide support for autonomous driving and intelligent transportation.

This article will explore the enhancement of driving safety and efficiency through RSU technology driven by the NXP i.MX 8M Plus processor, as well as its application prospects in the field of smart transportation.

What are the uses of RSU (Roadside Unit)?

1. RSU can perform real-time detection of road conditions and optimize traffic flow. Based on the connected external sensors, RSU can collect data, conduct statistical analysis, and estimate relative traffic density of road conditions. By communicating with the On-Board Unit (OBU), RSU can provide applications such as speed guidance, speed limit warnings, congestion alerts, etc., to enhance traffic efficiency, reduce accident rates, and contribute to improving traffic conditions.

2. RSU plays a crucial role in aiding autonomous driving services. In current autonomous driving systems, road conditions are mainly perceived through radar and cameras. However, RSU becomes essential for providing non-line-of-sight road information, such as moving objects like vehicles and pedestrians behind obstacles, as well as real-time weather conditions and complex road situations ahead, including potholes, sharp turns, road flooding, and traffic accidents. RSU can provide accurate road condition information and weather updates to autonomous vehicles, greatly enhancing driving safety.

3. RSU can assist vehicles in achieving high-precision positioning and navigation. Traditional vehicle GNSS navigation systems can experience degraded satellite signals in urban canyons and similar areas due to high-rise building obstructions, which can affect the accuracy of positioning and navigation. RSU can help mitigate this issue by providing additional localization data and enhancing the positioning capabilities of vehicles in such challenging environments. RSU can serve as a differential positioning base station to provide high-precision positioning for passing vehicles and guide them in making informed decisions while driving.

The requirements for an RSU typically include the following:

1. Having powerful data processing capabilities

2. Having high-speed data uplink and downlink capabilities

3. Adapting to complex outdoor scenarios requirements

4. Having the ability to integrate multiple communication modules

5. Supporting remote device upgrades and management

6. Small size for easy installation

1. This solution is designed by Forlinx NXP using the high-performance i.MX 8M Plus processor, which not only features a powerful CPU but also a strong GPU.

2. The solution is equipped with a neural processing unit (NPU) with a maximum operating speed of up to 2.3 TOPS (Trillions of Operations Per Second), enhancing the edge computing capabilities of the RSU.

3. Industrial grade quality (-40℃ to +85℃) to meet the application of outdoor scenes.

4. The solution features ultra-thin board-to-board connectivity and a structural size of 62mm × 36mm, aiming to minimize the overall device dimensions while ensuring functional integrity.

5. The solution offers versatile interface capabilities, enabling integration with modules for C-V2X, 4G/5G communication, high-precision positioning, and various other functionalities. Additionally, it supports a wide range of peripheral expansion capabilities.

This solution offers outstanding performance, stable operation, and rich functional interfaces. Microwave communication with Onboard Units (OBUs), it enables functions such as vehicle-to-infrastructure cooperation, intelligent computation, and remote interaction. It provides assistance with autonomous driving and intelligent transportation.

Originally published at www.forlinx.net.

#RSU #V2X #Autonomous #NXP i.MX 8M Plus processor #forlinx

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thenamesblurrito · 4 years ago

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Another ask dump

y'all like talking to me and i appreciate it, have some answers, feat. voices of the Matrix, accidental references, photonic crystals, Underbite, types of relics, robot scuba gear, and pineapple pizza

(the post this is referring to)

FHFHGFHSJF an unintentional reference but i'll take it!

(the post this is referring to)

oh huh, yet another unintentional reference, totally forgot about that. there is cyberflora up in the city proper too, i realize i didn't phrase that well. but the stuff that junkers would be able to scavenge from would be the leylines, the wellsprings, the cyberflora growing in odd deep places where no one else has noticed them.

fshfshhsgdf thank you, he IS adorable! i even gave him a little schoolboy tie

you've found a neat little oddity here, actually, which is that it isn't Optimus who hears the former Matrix bearers, it's Orion! when he powers up into Optimus, he essentially absorbs-becomes-assimilates his relic, like shrugging on a selkie skin and becoming more than the sum of both parts. the former Matrix bearers are an aspect of what goes into creating Optimus, but it isn't exactly distinct, not ghosts or voices or guiding hands to direct his actions. no, it's Orion the youngling who hears them speak, or heckle really, gets a sense of who they are/were and what they want and feel and urge him to do. the Matrix is, fortunately, not a very autonomous relic, unlike some other ones with annoyingly strong, uh, personalities. it's not difficult to tune them out if he doesn't want to listen, but it can get irritating when he's trying to pay attention in class.

there are rare exceptions, however, occasions where Optimus encounters what lives within the depths of his relic...

not really, yeah. they EXIST, they're a form of information storage for Cybertronian neural networks and spark scans, as well as being integral material in medical life support systems and hotspot harvesting infrastructure. it's not the Matrix that produces them, however, and there isn't anything particularly supernatural about them. they're in the same general category of resources as sentio metallico, innermost, and rarified or super energon.

nope! that is definitely in the realm of "special talents"/outlier abilities that don't show up naturally in SNAP's storyline. at least, for the normal people. those with relics have plenty of weird abilities, and if Underbite was supernatural, that kind of power would practically be tame in comparison to some of the stuff the heroes do.

that said, there are some random one-off things people can do, just because sparks and thus frames have unique coding with sometimes unpredictable results. Swerve, for instance, discovers in Maccadam's class that he can identify different chemical compounds and materials by taste, with far more accuracy and nuance than the average mech. just a random thing! but hardly supernatural, which is def what increased strength and healing would be.

but perhaps... if things were different... Underbite would have that ability naturally? (side note but can you imagine trying to wrangle an ENTIRE ACADEMY of TEENAGERS with inbuilt abilities like eating anything or forcefields or freakin invisibility like. someone would die on day one just from a hallway fight.)

(the post this is referring to)

i mention it just a little bit here! the difference is more of a meta category than an in-universe term. in short, major relics are major pieces of power consolidated into a usable form, a relic, that will create such a strong bond with the user that they get an entire array of upgrades and powers, with the downside of being totally beholden to this one major relic and incapable of using another major relic (unless you are a loadbearer). minor relics are smaller pieces of power consolidated into a usable form, creating a less all-consuming bond with their users which means a very small set of minor powers and little to no upgrades, but capable of being used alongside other relics, even major ones.

the swords of the Elite Guard, for example, are all minor relics that came linked inside the major relic of the Enigma of Combination. the distinction between major and minor is a little more blurry than that, and some relics are right in the middling area of power that means they might behave as if in either category.

people in-universe don't really have this distinction aside from the mythology and tall tales about the magical tools wielded by the Knights of Cybertron. the Star Saber, for example, is so famous and well recorded that it's actually found a place as a name, like Star Saber the Academy teacher!

(the post this is referring to)

yknow what, you're right! there's definitely some sort of insertable/wearable seals. they wouldn't be permanent, and they'd certainly be bulky and uncomfortable, and some may actually require a medic to insert. they'd get in the way of ventilation, cramp joints, and rub against important lines and protoform. just sticking things into seams and under armor is actually incredibly uncomfortable to the point of triggering something called entrapment protocols, a panicked paralyzed state that can be debilitating if the physical intrusion causing it isn't removed.

because of how diverse and unique frames are, there's no standard seals, and some frames just have too much open space to actually seal, making swimming impossible. so, it comes down to 1) is your frame capable of being sealed, 2) is the discomfort worth it, and 3) can you actually get the seals put in place and removed afterward.

not so easy as putting on a bathing suit, huh.

as for murder via water, yeah! that's definitely a thing, that murderers do! but combat... there's not really combat, not like i believe you're thinking of. there's no war going on, there's no standing army so no drills or training, in fact combat and violence and weaponry in general are very much frowned upon under functionism. i'll quote the relevant part of that post here:

in stark contrast with the severe consequences the state carries out against those it deems wrong, society as a whole is kept very docile. Cybertron is a unified territory, so all of its citizens answer to the government of the Grand Architect. There is no standing army, nor indeed really any army at all, aside from the Enforcers. Violence is frowned upon, to the point where the most violent activity still tolerated is sports like boxing, and even that is considered barbaric. There is no weaponry, especially since mecha aren’t forged with inbuilt weaponry. Enforcers carry state-owned equipment with occasional access to genuine weaponry if facing a bigger target, but those are closely monitored to remain in their stations once their shift is over. Personal use is completely forbidden. More violent or pugilistic folks end up Enforcers, perpetuating the brutality and heavy control of the corps over the populace.

and as for Octopunch, not a clue! i don't remember him, and i don't have him on my character list, so while he might end up as a random background filler cameo, i don't have anything for him right now

afsgsjdjshwoisegf WHAT A QUESTION

Makeshift. Makeshift would adore pineapple pizza. Frenzy would like it, Rumble would HATE it. Predaking would tolerate it and Blackarachnia would pick off the pineapple but still eat the pizza.

Starscream would refuse to touch any pizza with pineapple on it, and Skywarp would eat some just to annoy him, even though he's not a particular fan of it. Thundercracker doesn't really care either way. Megatron likes it okay but avoids it so Starscream doesn't make a giant fuss about it. Blitzwing is disgusted but doesn't make a show of it. Nightracer will eat anything she can get her hands on, good or not, but she picks off the pineapple because Red Alert likes pineapple, and she wants to give them to her.

Ariel likes strawberry pizza better. Moonracer likes chocolate pizza better. Firestar thinks the both of them are heathens and won't eat pineapple pizza. Chromia doesn't like pineapple anyway. Arcee eats it just for the Experience.

Minimus doesn't personally care for it but maintains that anybody can eat whatever they'd like. Windblade doesn't like it and will publicly decry it. The two of them have probably debated over this a few times. Orion doesn't mind it and doesn't have any opinion about it, and is mostly baffled by the arguments over it. Hot Rod is a living vacuum and will c o n s u m e regardless of pineapple or not. Deadlock likes to gross anti-pineapple people out by messily eating it in front of them. Blurr doesn't like pizza very much, it's the tomato sauce.

#cybertron #optimus #autobot #orion pax #cybertronian biology #worldbuilding #underbite #students #swerve #knights of cybertron #elite guard #star saber #eukaris #functionism #ask dump

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canyouhearthelight · 5 years ago

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The Miys, Ch. 69

Obligatory pun - Nice.

Now that I have that out of my system and can therefore stop making horridly adolescent puns about it, this really is a pretty important chapter. We finally see what is going to become of Else!

This is also a particularly long chapter - 4500 words, probably my longest to date. Happy Insert Winter Holiday, Everyone!

I seriously considered splitting it (you can probably figure out where the break would be), but cooler heads prevailed (namely, @satan-parisienne, my beloved beta/sister/IRL!Tyche, and @baelpenrose, my constant source of mutual squeeing).

This is being queued up on December 23, to post on December 24. I still hope to have a chapter to post next week, especially since what I have is so thematically appropriate for the date ;)

After Grey’s revelation of our timetable, the Council decided that negotiations with Else would take place within twenty-four hours. To his credit, Eino promised to deliver the lexicon, but admitted that there would not be time for the precisely worded questions to be drafted and approved. Since we also didn’t have time for Grey to locate another person who had spoken directly with Else, the questions were ultimately unnecessary – I had been making up questions on the fly for Else to this point, so I had no problem continuing to do so.

Once Xiomara closed the channel on our end, I tried to stand. Almost immediately, my traitorous knees objected and I was only saved from hitting the floor by Xio’s quick reflexes. “You’ve been on bed rest for the last three weeks, take it slow, dumbass,” she grumbled.

I forced myself into a standing position, propped up on the bed. “I have to talk to Conor and Maverick, and I’m sick of seeing the inside of this bay. Either get me the closest thing we have to a wheelchair, or I’m going to crawl to my quarters.”

“You do realize that even the Ark has backless hospital gowns? Everyone on the Ark would see you practically naked.”

I grabbed her shirt, and my pride was mollified when she leaned forward and gave me the illusion that I pulled her down. “Either get me a moving chair, or I will crawl down the corridor. Naked.”

With a barely-suppressed chuckle, she helped me into some clothes and onto a transport in the corridor. “While we are on our way, I’ll go ahead and give you the rundown of everyone you are going to ask about. Derek and Sam came out of everything mostly unscathed. They’re a little more jittery than usual, but that’s honestly to be expected. Alistair is grumpy as hell from being flat on his back for so long, but once he was notified you were awake, he limited his bitching to the sheets, the mattress, and the lack of exercise. Charly is awake and alert, but tired and nervous… dropping by to see her would probably be a good idea, honestly. Grandma Kim is Grandma Kim and taking everything in stride. Zach is completely undaunted and unimpressed.”

The slouch I had been suppressing made itself apparent in the wake of my relief. “So, everyone is okay?”

“Well, Hannah and Thor are still asleep, but they’ve been upgraded from comatose to just ‘asleep’. Nixe is breathing on her own, the new lungs are working fine.”

My breath left my body suddenly. “No brain-damage?”

“Not comparatively, no.”

Good. Allowing myself to take in the condition of the real Ark, several things caught my eye. “Xio….”

She grinned and shook her head, locks flying. “Ah. You saw the trees.” I nodded dumbly, speechless. “As soon as they were approved to get out of bed, Derek and Sam started pestering Conor to start setting up the trees for Insert Winter Holiday. Apparently, they were behind schedule, and Derek was very upset about that.”

“And they’re already done?”

“Are you kidding?” she laughed. “They just started yesterday. Even with both of your boyfriends helping, they still have at least two more days to finish.”

“They’re already decorated,” I murmured.

“Sam was bored while he was on bed rest,” she shrugged. “So there are a lot of really intricate bows to put on all the trees.”

“Awesome,” I gushed enthusiastically. “I love trees that are over-decorated.” When she quirked an eyebrow at me, I rushed to reassure her. “No, I’m serious. The more heavily decorated the better. I know not all cultures do trees for winter holidays, but if there are trees, I love seeing them absolutely covered.” Truth be told, the decorations were helping dismiss some of the melancholy that came from knowing that I almost missed Insert Winter Holiday in everything that was going on. I shook my head to clear the thoughts. “So, I’m going to guess the trees are the reason we are most certainly not headed toward my quarters.”

With a blinding grin, she shook her head. “Nope. They should be somewhere on Level Eleven. That’s where we’re going.”

Soon enough, we stumbled upon an energetic argument between Maverick and Derek. “But this side looks nicer!”

“That’s not how it was placed last year. The same side should show. That’s why Sam put more bows on the correct side.”

“How can you even tell!?”

Conor was standing back, smiling like he was watching the cutest thing he had ever seen. When he glanced up and saw me, the smile vanished and he promptly reached between them to point in my direction. “Looks like our girl is up and around.”

Astonishingly, Derek beat them both to me and reached to tap my hand three times in succession, dropping his hand to his side each time. My heart swelled with emotion, realizing that he essentially just gave me a bone-crushing hug. “Yeah, I’m okay, Derek. Just tired and a little weak.”

I braced myself for a much more physical greeting, but was saved when Conor and Maverick stopped dead in their tracks and backed up slightly. In their rush to make sure I was okay, it looked like they tripped the proximity alert in Derek’s implant. “Did you do that on purpose?” I asked in hushed tones.

Without looking up, Derek flashed me a knocking gesture, positioned between his body and mine so the other two couldn’t see it. “They get carried away, and if you didn’t walk down here, they may hurt you by accident.” A brief pause. “Besides, they were in quarantine with you. I haven’t seen you since you brought me your blanket.”

“I missed you, too. And Sam. Looks like he was busy, by the way.”

“You have no idea. Zach was practically buried under Sam’s bows. I got lucky. Mac kept trying to play with them and accidentally tore one to pieces. After that, Sam stopped piling them on my bed.”

“If you see him before I do, let him know the bows are beautiful.”

“Duh. Sam makes the best bows. But I’ll tell him you said that.” With that, he stepped around to the other side of the transport so my partners could approach, with a warning to them about being gentle and not breaking me. Xiomara was practically vibrating in her seat from suppressed laughter at this point.

“Hey, you two,” I said softly as they gently checked me over before giving a very restrained double-hug. I took a moment to just breathe them in before breaking the news. “Trees look great – are there more this year?”

Conor nodded, shoving a hand through his shaggy hair. “We started cultivating them last year, so they would all be about the same size. As soon as we were given permission to get up and about, I figured everyone could use the cheer.”

With a heavy sigh, I nodded my head. “You know how I feel about throwing food at people to help recover from a crisis.”

Maverick nodded solemnly. “But, last year when Insert Winter Holiday happened, there wasn’t a crisis, was there?”

I opened my mouth to reply, but Xiomara beat me to it. “No, there really wasn’t, unless you count all of us being abducted for our own good. Which makes this more a need to feel normal than anything else.”

“That was kind of the point last year,” I grumbled.

“And it worked,” she reassured me. “Just like it will work this year.” With that, she issued a very pointed look, silently reminding me why we were here.

Taking a deep breath, I turned back to Conor and Maverick. “The reason everyone feels better is because Else is dying.” Both of the looked confused, so I clarified. “They are killing themselves in an effort to stop hurting us. They aren’t eating, and they aren’t spreading. If something doesn’t change, they’ll be extinct in less than two weeks.”

“This is bad,” Maverick stated uncertainly, looking between the rest of us for confirmation.

“It is,” I nodded. “Because they are sentient species, we can’t just let them die off without trying to help. And,” I held up a hand to prevent the inevitable questions and objections, “I don’t mean just letting them go back to making us sick. Xio and I talked to the Council, there are two solid options on the table as far as relocation – a dying planet or a nebula. The trick is, Else has to agree to whatever is decided.”

“And if they don’t?” Conor asked in the calm tone he always used when he knew he didn’t have all the information.

“If they don’t agree to anything, and keep dying off, we think there is a chance that they will drop below some kind of threshold for sapience. In that event, it’s mostly likely that they would forget to restrain themselves, start multiplying and spreading again.”

“So, they would dip below sentience and pop back up?” Conor tilted his head skeptically. “I’m not getting something. Usually, the plants I cultivate don’t end up with feelings and the impulse control of toddler.”

“To begin with, we don’t know how sick we got before they developed that level of intelligence,” I pointed out. “Second… if they do evolve back into sentient status, there is no guarantee they would be the same – version, for lack of a better term. Different neural connections are what give us our own personalities… this Else wants to help us. What if the next one doesn’t? Worse, what if it wants to actively hurt us due to some primordial memory?”

“Better the devil you know,” Maverick murmured.

I sagged in resignation at what I had to tell them next. “Pretty much. Which means humanity needs to negotiate with Else to figure out a solution both sides can live with.” Closing my eyes as tightly as possible, I braced for the torrent of words that would inevitably come.

Instead, I got two beats of silence and Maverick speaking softly. “Is there anyone who can do this instead? Anyone at all?”

“Not that Grey has been able to locate,” Xiomara responded over my shoulder as I cracked an eyelid.

What I saw was a clearly upset Conor biting his lips and holding Maverick’s hand, which was resting on the taller man’s bicep. “Conor?” I asked slowly. “Are you angry?”

He took two deep breaths before answering. “Yeah,” he finally sighed, tension dropping from his body. “But at the situation, which I can’t do anything about.” Gently, he put both his hands on my shoulders and rubbed my arms lightly. “How soon does this need to be done? Is there more time to find someone who isn’t you?”

“No one knows at what point Else will basically devolve into just another bacterial infection,” I admitted. “So, we want to do this as soon as possible, and regardless of the option chosen, as soon as an agreement is reached, they’ll be placed in coldsleep in the interim to prevent further degradation of us or them.”

“You’re being cagey.” Both he and Maverick pinned me with very pointed looks. “That’s never a good sign.”

“No more than twenty-four hours.”

More deep breaths as he stepped away, one hand on his hip, the other rubbing his neck as he paced in a small circle. “That should be enough time to get the rest of the trees up, as long as we just let Derek call the shots on placement. Mav, can you manage to do that?”

He shuddered. “I may need to just find something else to do. I can only handle so much.”

Conor nodded. “Right then. You keep our bonnie lass company while they get her ready, let me know when they plan to start. I’ll be there, even if I have to tell Zach and Derek to just – I dunno, space the damned trees out an airlock.”

“Conor, you don’t – “

Two long strides and he was back in front of me, stroking my hair. “Love. I’ve mucked up in a big way lately, letting myself be too afraid and not being there like I should be. ‘S not fair to you, ‘s not fair to Mav being pulled like that. I understand if you don’t want me in there, with the way I’ve been acting, but otherwise? I’ll be parked by your berth til we land this lady on the colony if I have to be.”

With a sniffle, I nodded my head silently. Xiomara was not as convinced. “Conor, if you lash out one more time, I will take you into custody, do you understand? I could not believe that you raised your voice the way you did before – you are one of the kindest people I know.”

“Understood, ma’am.” He managed to sound only slightly embarrassed by his previous behavior.

Wiping my eyes, I straightened the best I could. “Okay. I need to head back to the med bay – I’m exhausted. Maverick, ride back with me?”

“You got it, Sophie.” With that, he hopped in behind me in the transport

Twelve hours and a nap later, I was in my all-too-familiar berth in medical, being hooked up to an infusion drip for medication. By grace alone, there was no need to hook me up to any wires like there would have been on Earth – they could monitor my brain and cardiac activity with scans instead. “No sedation if I get mad again, okay?” I demanded sternly. “I need to be clear-headed for this.”

“I make no promises,” Grey replied in a very similar tone to when they observed that my plants had grown. “If your heart rate becomes dangerous, or you show signs of an anxiety or panic attack, I will sedate you for your own sake.”

Ugh. Grey was back to being logical. “Can I at least request the minimum effective dose, nothing more?”

One dark eyebrow arched. You are on thin ice, it screamed. “That is acceptable, provided it does not endanger your health.”

Before I could do more than scowl, the door hissed open to reveal a daunting number of people. In addition to the entire Council, I saw Tyche, Antoine, Alistair of all people, Zach and Derek. Bringing up the rear was Conor, who quickly darted over to my far side, beside Maverick. Tyche and Antoine took up their now-usual positions on my other side, with my sister’s grey eyes colder than I had ever seen them, daring the Council to try to make her move.

They better have Archimedes’s lever if they plan to try that, I mused. Gently resting a hand on her arm in solidarity, I turned to face the breathless man who just sat on my opposite side. “You made it,” I whispered.

“Told ya I would,” he grinned. “Can’t abandon you and Mav to do this alone.” He glanced up and his brows instantly furrowed. “Why’s the Council here?”

Maverick tackled that one, having been present for the initial explanation. “In case any solutions are suggested by Else that weren’t already covered by the Council, but have merit.”

“Okay… How’re they supposed to know what is discussed, exactly? Noah can only get vague hints, can’t they?”

Grimacing, I rocked my head side to side in hesitancy. “Yes and no? They know the lyrics to songs that are stuck in my head, sometimes. Or at least understand the concepts enough to make it seem like he does. We are going to try having me stop and repeat, slowly and emphatically, what Else is suggesting if they go off script.”

“And if that doesn’t work?”

“I’ve – I may have been given executive authority in an emergency,” I admitted.

Conor whistled through his teeth. “Sophie. That’s – that’s a lot of pressure.”

“No shit,” I muttered before turning to everyone else standing in the room. “Okay, is this my entire watch party, or are we still waiting?”

Simon spoke up – he was getting better at that. “This is everyone. And a few extras, but I am not going to be the one arguing with your family, especially since the majority agreed to stay out of your way.” He coughed and rubbed his neck before explaining the obvious exceptions. “Tyche and Antoine are claiming official capacity.”

My sister held her head high, chin out – if there was an encyclopedia entry for not gonna budge, that profile was probably the photo next to it. “Should something happen, the responsibility would fall on me to identify candidates for her replacement to suggest to the Council. Since I would rather not, I am staying to observe and ensure it doesn’t come to that.”

Before Antoine could do more than straighten his spine, Grey spoke up. “Mr. Costa is a medical professional, and I have requested him be present, in that capacity, for this procedure.”

Eino attempted a token argument. “Councillor Hodenson, you are a doctor. Can you not – “

“I have a doctorate. Three, actually: biochemistry, genetics, and molecular chemistry. None of that replaces practical training, which Mr. Costa possesses and I do not.”

The educator’s hands went up, mollified. “I stand corrected. Objection withdrawn.”

“Okay, can we please get on with this before I have fourth thoughts?” Second and third were out the window at this point – I had been lying in the berth with nothing else to do but worry for nine hours at this point.

“Any further objections or inquiries from the Council before we proceed?” Grey asked drily. When only silence followed, they nodded. “Per my reports, Else can currently only communicate when a person is in a REM state. Our previous attempt involved Sophia being lucid during this process, to great effect. However, I believe that her complete immobility is what caused the difficulty in relaying information back to Miys. I have adjusted the medication to allow for voluntary muscle control in order to allow her to hopefully subvocalize while relaying information, as this has shown to provide accurate communication with Miys. Sophia is already aware, but to ensure there are no surprises, a spinal block will be placed in order to limit motion to head and jaw. This is only to prevent flailing and potential injury to Sophia.”

Tyche and Conor both turned toward me with wide-eyed stares. I just nodded. “We’ve tested it a couple times to make sure I could still talk. It’s the same way Noah kept me from hurting myself further when I came aboard, originally.” Unspoken was the fact that being held down freaked me the fuck out, whereas I had found the spinal block did not do the same thing when I knew to expect it. In theory, dream-me would never notice the difference.

Grey continued. “Miys will begin transmitting Eino’s lexicon into Sophia’s lingual implant. Sophia, please recite the lexicon once it starts transmitting. This will allow us to monitor communication, both from us to your implant and from you to Miys.” They looked around the room. “It is essential that no one speak unless absolutely essential that they do so. Sophia will perceive this as being whispered, and it is imperative that she hear the lexicon accurately.”

“I love you,” I whispered to the four sitting around my bed, before I started reciting a list of words. True to Eino’s promise, his team had put together a much more concise recording, one which looped back to the beginning. Within thirty minutes, I had completed the entire list twice: once completely out loud, once seeming to trail off as the sedation took effect. The spinal block gave a similar sensation to being weighed down by a heavy blanket, making it more therapeutic than nerve-wracking, and only encouraging the sedatives. When I stopped speaking aloud, Grey nodded to confirm that I was still subvocalizing effectively. Not long after that, my eyes drifted closed.

I opened my eyes to find myself standing in the familiar dream-Ark, still reciting the lexicon. So far, so good. I wanted badly to call out and check on Else, but determinedly stuck to the script. Tears of concern flowed down my cheeks as I completed repetition after repetition. Were we too late? Was the threshold closer than we expected?

Threshold. Late threshold.

“Else!” I cried in relief. “Are we too late?”

Threshold further.

“The threshold is further away? Is that what you mean?”

We mean threshold further away.

Belatedly, I remembered I needed to supplement the lexicon with my questions. “That would be a yes. Thank goodness. I was worried you would be – no longer here.”

We are here.

“We know what you are doing. You don’t have to kill yourself. We don’t want you to go extinct. We want you to live, just like you want us to survive. I’ve been sent to discuss options. Most likely relocation, like we talked about before.”

We do want you to live. What are the options?

There we go. Much more coherent. I sat cross-legged on the floor, craning my neck around. “Is there any chance you can try to… manifest or create something for me to look at? I keep trying to see you, just out of habit, and it would be easier if I had something specific to look at.”

I will try.

Slowly, a fuzzy yellow blob came into focus on the floor in front of me. It was about the size I associated with a corgi, but bright yellow. I couldn’t help the grin that stretched across my face as it slowly drew on grass-green eyes and too many stubby appendages.

Else looked – cute, for lack of a better term. Like an oversized, fuzzy, cartoon caterpillar

“That works,” I laughed.

I tried to manifest as non-threatening as possible.

“I think you nailed it.” I couldn’t help wondering if this was what Else would look like as a larger being. One could only hope. “The people on my ship have asked me to negotiate with you. They are monitoring the best they can what I am saying, but there are going to be times that I need to repeat something to be absolutely sure. When that happens, I am going to do this – “ I touched my ear with my hand. “That way it is clear – to me – that I am repeating it for my shipmates, okay?”

Okay.

Still going well. “Like I said earlier, we know you have stopped feeding, and stopped reproducing. There is a serious chance that you won’t be sentient anymore… you won’t be you.”

I don’t want to hurt anyone.

“But… Else. If you stop being you, you won’t remember that you don’t want to hurt anyone. What is the first thing you remember?”

Hungry.

“Exactly,” I pointed out. “You’ll just be hungry, again. We want you to stay who you are now – intelligent, with feelings, and able to communicate with us. And we hope to help you with that.”

Help how.

“Well, you and I already talked last time about taking you to a nebula, or to an iron rich planet with no atmosphere. We can even place beacons to let others know you live there, so maybe a species who doesn’t depend on iron to survive can find you.”

We really like humans.

I sighed. Of course they did. “The problem there is that we need the iron you eat so that we can function properly, just like you need it. Even if you die faster without it, we can still die without constant transfusions.” I focused on what it was like being in medical, sick and scared, connected around the clock to a machine that basically fed Else. “Humans cannot thrive like that. But you can thrive without us.”

I was one-third my current population when I realized I was hungry.

That stopped me dead in my tracks. “Wait. Did you just tell me the threshold for you to be sapient?”

Yes.

Breathless, I reached up to touch my ear and focused as hard as I could. “Whoever is speaking in fractions out there, I owe you dinner.” I repeated it several times in a whisper, praying it made it through clearly. Finally, I turned back to Else. “The information you just gave us creates more options, Else. We can ensure you survive.” I stood and started pacing around the now-wiggling caterpillar. “If we remove you from our bodies, can you survive in a culture?”

Yes. There are several of me in cultures now.

Right. Grey’s tests. “If we removed you, placed you in cultures, would you promise to stay in the cultures and start reproducing again?”

I can, yes.

“Next step: Half of you in a nebula, to guarantee you would survive, and half on a planet? You could potentially be like Miys, and develop more individuals of your species without risking your sentience.”

Thirds.

“Not thirds, halves.” It seemed confused by the change in fractions.

Nebula, planet, Ark. Thirds.

Not as confused as I thought, apparently. “You want us to keep part of you on the Ark!?” I asked incredulously.

All options. One-third of me in a nebula, ensure survival. One-third on a planet, meet a new species. One-third on Ark, in culture, stay with humans. Absurdly, it wiggled even more, as though excited at the idea.

I repeated the proposal back to the Council and Miys, again praying they heard me. After several minutes of hoping in vain, I received nothing. Knowing that much more time was passing for them, if I hadn’t had a response by now, it wasn’t coming.

“I need to think this through,” I said aloud. “The Council agreed to taking you to a nebula OR a barren world… surely they would agree to both of those, no problem…. But they didn’t agree to you staying on the Ark, except in coldsleep.” I changed direction and paced clockwise this time. “They – we – also had no idea that you would be willing to stay in a culture, like some fish in an aquarium.”

Aquarium. I like that. Can I stay in an aquarium instead?

“On the scale we are talking, it’s basically the same thing, but please don’t push your luck,” I scowled at the wide-eyed caterpillar. That thing was just too fucking cute, which was decidedly not helping me.

Executive authority. Executive authority. I had the power to make this decision, but probably because they knew I would agonize over it. With a groan, I stopped in my tracks. “Else, if we let part of you stay on the ship, we need a guarantee of good behavior. Meaning, if you infect us again, you have to agree that we are taking that entire third of you to the nearest nebula or planet. Do you understand that?”

The caterpillar fucking bounced, like it was happy. Yes, I understand. And I agree to those terms.

I was going to regret this. I just knew it. Huge mistake.

“Welcome to the Ark, Else.”

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#the miys #aliens #original sci fi #humans are space orcs #humans are weird #apocalypse #science fiction #original work

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sueboohscorner · 5 years ago

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#TheFlash Season 6 Episode 13 "Grodd Friended Me" Recap and Review

The episode starts with an aerial view of Central City. Barry is bringing flowers somewhere or to someone, but then he gets an alert.

Camilla and Chester are on comms in S.T.A.R. Labs because Cisco is out, Frost is checking on Bloodwork, Iris is working on a story, and Ralph is searching the known world for Sue Dearbon.

Hartley Rathaway is stealing jewelry. I have to say, I didn’t miss him. Barry takes his gauntlets and tries to talk to him, but apparently Team Flash did something to him in a post-Crisis change up. Oh, and he has powers now. He doesn’t need the gauntlets. Little Mr. Daddy Issues can now use sound waves to fly.

While trying to find him, Barry runs into another post-Crisis change in the form of a train.

In the Speed lab trying to upgrade Gideon, he takes out some of his frustration on Chester when he tries to help after he finds out that Barry is the Flash. Camilla talks to Barry and it turns out that the lynchpin of this whole situation is his parents’ graves. They aren’t in the same cemetery. The cemetery isn’t even there anymore. He can’t find them, and he feels like part of him is missing.

Eva and Iris talk. Eva was working on a machine the night of the Particle Accelerator explosion. She built it in the Mirrorverse, but she’s afraid that it won’t work.

Nash is working on a particle catcher and he needs Allegra to help him. She knows about Crisis and she asks why he talks to her like he’s known her forever. He’s now seeing Sherloque. He avoids the question well enough while also having guilt hallucinations. Allegra powers up the device and it explodes. In the aftermath, she finds Nash’s picture and then she explodes. He gives her no answers and she leaves.

Barry tests Gideon and gets shocked unconscious. I didn’t know speedsters could get shocked, but I digress. He wakes up in a cage. Caitlin is the first person he sees. She doesn’t seem to understand him and then Thawne as Wells shows up. Is he in the past?

Fake Iris visits Joe. She wants to know if he has additional info on Carver. He does, but he can’t share it because of official CCPD chain of command and information and such. She lashes out at him, but then tries to save face when she realizes how startled he is. She apologizes and asks him to lunch.

Frost is back. Her and Chester find Barry unconscious in the Speed Lab.

Caitlin and Thawne Wells think Barry is Grodd. He’s not in the past. He’s in Grodd’s mind. He wants Barry to understand him. When Barry reminds him why he is in the state he’s in, Grodd apologizes and says he needs Flash’s help? I certainly wasn’t expecting that. For once in his lovely little cinnamon roll life, Barry doesn’t buy it. Grodd then lets him out of the cage and gives him his powers back. Barry takes this opportunity to punch Grodd and run.

Frost figured out that Barry is in somebody’s mind. Nash comes in and needs Frost’s help. She tells him to tell Allegra the truth. He reacts rationally to the fact that Ralph is her life coach and then she gets back to Barry.

The reason that Grodd says that he needs Barry’s help is because there is a gatekeeper to his mind. It’s Solovar, the albino gorilla from Gorilla City. Barry gets his butt kicked and runs back to Grodd.

Frost figures out that Barry is in Grodd’s mind. She also figures out that the neural inhibitor they are using on Grodd cannot abide two people. If it crumbles, they both die. What she can’t figure out is how he got into Grodd’s mind in the first place. It was Chester’s tweak of Gideon that made him a target. Once he realizes this, he runs off and Frost gives him one of the Team Flash patent pending peptalks. He tells this horribly depressing story about his sixth-grade science fair and she says that they all deserve second chances.

Fake Iris lied to Joe and is stealing his files on Carver.

Iris is getting a bad feeling about Eva. In order to have Iris trust her, Eva demonstrates that the machine does work, but it burns whoever uses it.

Barry finds out about the neural inhibitor from Grodd. Grodd also knows about Crisis. He just wants to go to Gorilla City, which is now on this Earth, and be in peace. Now Barry believes him. In order to beat Solovar, they’ll have to team up. Barry actually phases into Grodd to form a speedster gorilla.

This is the moment that Frost is able to make comm contact with Barry. He kind of explains the situation. The only problem is, if they come out of Grodd’s mind still in the same body, they will die. The specificity that would be required to separate them is beyond human capability, but Chester has an idea. They’ll use Gideon. Barry gives Grodd one last pep talk and they beat Solovar and leave Grodd’s mind at the exact moment that Chester fixes Gideon.

After Barry wakes up, Frost tells him that A.R.G.U.S. put a tracker in Grodd and let him go to Gorilla City on probation. If there’s any monkey business, Barry will know.

Frost leaves to double check A.R.G.U.S.’s policies and Chester and Barry talk. Barry apologizes to Chester about being hard on him. Chester found Barry’s parents, which is possibly the most endearing thing a new character could do. They then get another Pied Piper alert and Barry asks for his help on comms.

Iris asks Eva why she didn’t just say that the machine would hurt her. Eva goes on this long rant about evidence being supreme over everything else. When Iris leaves to get more bandages, we find out that Eva is a big fat liar. She’s working with Fake Iris and is keeping the real Iris inside.

Nash is working up the courage to talk to Allegra when he sees Sherloque again. Sherloque grabs him and then goes Reverse Flash and warns Nash about the Reverse Flash. Hallucinations can’t touch you, can they?

Barring the stupid use of a title someone probably thinks is clever, this episode was rather fascinating. I’m really glad we’ll have Cisco back next week. 7.5/10

#TheFlash #Theflash #THeFLash #The Flash

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digitalhubblog-blog · 6 years ago

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7 Actions to Comprehending Deep Learning

Deep learning is a branch of machine learning, employing numerous comparable, yet distinct, deep neural network architectures to resolve different problems in natural language processing, computer vision, and bioinformatics, among other fields. Deep learning has actually experienced a remarkable recent research revival, and has been shown to provide cutting-edge results in many applications. Are you interest in learning "Deep Learning" you can enrol best Coursera deep learning courses for more information. In essence, deep learning is the application of neural networks with more than a single covert layer of nerve cells. This is, nevertheless, a very simplistic view of deep learning, and not one that is all agreed upon. These "deep" architectures likewise differ rather substantially, with various executions being optimized for different tasks or goals. The vast research study being produced at such a continuous rate is revealing brand-new and ingenious deep learning models at an ever-increasing rate. Currently a white hot research subject, deep learning seems to be impacting all areas of machine learning and, by extension, data science. An examine current documents in the relevant arXiv classifications makes it easy to see that a big amount of what is being released is deep learning-related. Offered the outstanding results being produced, numerous scientists, specialists, and laypeople alike are questioning if deep learning is the edge of "real" artificial intelligence. This collection of reading materials and tutorials aims to offer a course for a deep neural networks newcomer to get some understanding of this huge and complex subject. Though I do not assume any real understanding of neural networks or deep learning, I will assume your familiarity with general machine learning theory and practice to some degree. To get rid of any deficiency you might have in the basic areas of machine learning theory or practice you can seek advice from the recent KDnuggets post 7 Steps to Learning Machine Learning With Python. Because we will likewise see examples implemented in Python, some familiarity with the language will be useful. Initial and evaluation resources are likewise offered in the formerly discussed post. This post will utilize freely-available products from around the web in a cohesive order to first gain some understanding of deep neural networks at a theoretical level, and after that move on to some practical implementations. As such, credit for the products referenced lie solely with the developers, who will be kept in mind along with the resources. If you see that somebody has not been correctly credited for their work, please alert me to the oversight so that I may swiftly rectify it. A stark and sincere disclaimer: deep learning is a complex and quickly-evolving field of both breadth and depth (pun unexpected?), and as such this post does not declare to be an all-inclusive handbook to ending up being a deep learning specialist; such a transformation would take higher time, many additional resources, and great deals of practice building and testing models. I do, however, think that utilizing the resources herein might help get you started on simply such a path.

Action 1: Presenting Deep Learning

If you are reading this and intrigued in the topic, then you are probably already knowledgeable about what deep neural networks are, if even at a fundamental level. Neural networks have a storied history, but we won't be entering that. We do, nevertheless, desire a typical high level of understanding to start with. First, have a look at the great introductory videos from DeepLearning.tv. At the time of this writing there are 14 videos; enjoy them all if you like, however definitely watch the first 5, covering the essentials of neural webs and some of the more common architectures. Next, read over the NIPS 2015 Deep Learning Tutorial by Geoff Hinton, Yoshua Bengio, and Yann LeCun for an introduction at a somewhat lower level. To round out our first step, read the very first chapter of Neural Networks and Deep Learning, the fantastic, evolving online book by Michael Nielsen, which goes a step even more however still keeps things fairly light.

Action 2: Getting Technical

Deep neural webs depend on a mathematical structure of algebra and calculus. While this post will not produce any theoretical mathematicians, getting some understanding of the essentials prior to carrying on would be handy. Initially, see Andrew Ng's linear algebra review videos. While not absolutely required, for those discovering they want something deeper on this topic, consult the Linear Algebra Review and Recommendation from Ng's Stanford course, composed by Zico Kolter and Chuong Do. Then look at this Introduction to the Derivative of a Function video by Professor Leonard. The video is concise, the examples are clear, and it provides some understanding of what is really going on during backpropagation from a mathematical standpoint. More on that soon. Next have a fast read over the Wikipedia entry for the Sigmoid function, a bounded differentiable function frequently used by specific nerve cells in a neural network. Lastly, take a break from the maths and read this Deep Learning Tutorial by Google research scientist Quoc Le.

Action 3: Backpropagation and Gradient Descent

A fundamental part of neural networks, consisting of contemporary deep architectures, is the backwards propagation of errors through a network in order to upgrade the weights utilized by nerve cells closer to the input. This is, rather bluntly, from where neural networks derive their "power," for lack of better term. Backpropagation for brief (or perhaps "backprop"), is coupled with an optimization approach which acts to reduce the weights that are subsequently dispersed (via backpropagation), in order to lessen the loss function. A common optimization approach in deep neural networks is gradient descent. First, read these initial notes on gradient descent by Marc Toussaint of the University of Stuttgart. Next, have a look at this step by action example of backpropagation in action written by Matt Mazur. Carrying on, check out Jeremy Kun's useful article on coding backpropagation in Python. Having a look over the complete code is also recommended, as is attempting to replicate it yourself.

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paolos83blog · 3 years ago

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Insurance 2030—The impact of AI on the future of insurance

The industry is on the verge of a seismic, tech-driven shift. A focus on four areas can position carriers to embrace this change.

Welcome to the future of insurance, as seen through the eyes of Scott, a customer in the year 2030. His digital personal assistant orders him a a vehicle with self-driving capabilities for a meeting across town. Upon hopping into the arriving car, Scott decides he wants to drive today and moves the car into “active” mode. Scott’s personal assistant maps out a potential route and shares it with his mobility insurer, which immediately responds with an alternate route that has a much lower likelihood of accidents and auto damage as well as the calculated adjustment to his monthly premium. Scott’s assistant notifies him that his mobility insurance premium will increase by 4 to 8 percent based on the route he selects and the volume and distribution of other cars on the road. It also alerts him that his life insurance policy, which is now priced on a “pay-as-you-live” basis, will increase by 2 percent for this quarter. The additional amounts are automatically debited from his bank account.

When Scott pulls into his destination’s parking lot, his car bumps into one of several parking signs. As soon as the car stops moving, its internal diagnostics determine the extent of the damage. His personal assistant instructs him to take three pictures of the front right bumper area and two of the surroundings. By the time Scott gets back to the driver’s seat, the screen on the dash informs him of the damage, confirms the claim has been approved, and reports that a mobile response drone has been dispatched to the lot for inspection. If the vehicle is drivable, it may be directed to the nearest in-network garage for repair after a replacement vehicle arrives.

While this scenario may seem beyond the horizon, such integrated user stories will emerge across all lines of insurance with increasing frequency over the next decade. In fact, all the technologies required above already exist, and many are available to consumers. With the new wave of deep learning techniques, such as convolutional neural networks,1 artificial intelligence (AI) has the potential to live up to its promise of mimicking the perception, reasoning, learning, and problem solving of the human mind (Exhibit 1). In this evolution, insurance will shift from its current state of “detect and repair” to “predict and prevent,” transforming every aspect of the industry in the process. The pace of change will also accelerate as brokers, consumers, financial intermediaries, insurers, and suppliers become more adept at using advanced technologies to enhance decision making and productivity, lower costs, and optimize the customer experience.

As AI becomes more deeply integrated in the industry, carriers must position themselves to respond to the changing business landscape. Insurance executives must understand the factors that will contribute to this change and how AI will reshape claims, distribution, and underwriting and pricing. With this understanding, they can start to build the skills and talent, embrace the emerging technologies, and create the culture and perspective needed to be successful players in the insurance industry of the future.

Four AI-related trends shaping insurance

AI’s underlying technologies are already being deployed in our businesses, homes, and vehicles, as well as on our person. The disruption from COVID-19 changed the timelines for the adoption of AI by significantly accelerating digitization for insurers. Virtually overnight, organizations had to adjust to accommodate remote workforces, expand their digital capabilities to support distribution, and upgrade their online channels. While most organizations likely didn’t invest heavily in AI during the pandemic, the increased emphasis on digital technologies and a greater willingness to embrace change will put them in a better position to incorporate AI into their operations.

Four core technology trends, tightly coupled with (and sometimes enabled by) AI, will reshape the insurance industry over the next decade.

Explosion of data from connected devices

In industrial settings, equipment with sensors have been omnipresent for some time, but the coming years will see a huge increase in the number of connected consumer devices. The penetration of existing devices (such as cars, fitness trackers, home assistants, smartphones, and smart watches) will continue to increase rapidly, joined by new, growing categories such as clothing, eyewear, home appliances, medical devices, and shoes. Experts estimate there will be up to one trillion connected devices by 2025.2 The resulting avalanche of new data created by these devices will allow carriers to understand their clients more deeply, resulting in new product categories, more personalized pricing, and increasingly real-time service delivery.

Experts estimate there will be up to one trillion connected devices by 2025.

Increased prevalence of physical robotics

The field of robotics has seen many exciting achievements recently, and this innovation will continue to change how humans interact with the world around them. Additive manufacturing, also known as 3-D printing, will radically reshape manufacturing and the commercial insurance products of the future. By 2025, 3-D-printed buildings will be common, and carriers will need to assess how this development changes risk assessments. In addition, programmable, autonomous drones; autonomous farming equipment; and enhanced surgical robots will all be commercially viable in the next decade. By 2030, a much larger proportion of standard vehicles will have autonomous features, such as self-driving capabilities. Carriers will need to understand how the increasing presence of robotics in everyday life and across industries will shift risk pools, change customer expectations, and enable new products and channels.

Open-source and data ecosystems

As data becomes ubiquitous, open-source protocols will emerge to ensure data can be shared and used across industries. Various public and private entities will come together to create ecosystems in order to share data for multiple use cases under a common regulatory and cybersecurity framework. For example, wearable data could be ported directly to insurance carriers, and connected-home and auto data could be made available through Amazon, Apple, Google, and a variety of consumer device manufacturers.

Advances in cognitive technologies

Convolutional neural networks and other deep learning technologies currently used primarily for image, voice, and unstructured text processing will evolve to be applied in a wide variety of applications. These cognitive technologies, which are loosely based on the human brain’s ability to learn through decomposition and inference, will become the standard approach for processing the incredibly large and complex data streams that will be generated by “active” insurance products tied to an individual’s behavior and activities. With the increased commercialization of these types of technologies, carriers will have access to models that are constantly learning and adapting to the world around them — enabling new product categories and engagement techniques while responding to shifts in underlying risks or behaviors in real time.

The state of insurance in 2030

AI and its related technologies will have a seismic impact on all aspects of the insurance industry, from distribution to underwriting and pricing to claims. Advanced technologies and data are already affecting distribution and underwriting, with policies being priced, purchased, and bound in near real time. An in-depth examination at what insurance may look like in 2030 highlights dramatic changes across the insurance value chain.

Distribution

The experience of purchasing insurance is faster, with less active involvement on the part of the insurer and the customer. Enough information is known about individual behavior, with AI algorithms creating risk profiles, so that cycle times for completing the purchase of an auto, commercial, or life policy will be reduced to minutes or even seconds. Auto and home carriers have enabled instant quotes for some time but will continue to refine their ability to issue policies immediately to a wider range of customers as telematics and in-home Internet of Things (IoT) devices proliferate and pricing algorithms mature. Many life carriers are experimenting with simplified issue products, but most are restricted to only the healthiest applicants and are priced higher than a comparable fully underwritten product. As AI permeates life underwriting and carriers are able to identify risk in a much more granular and sophisticated way, we will see a new wave of mass-market instant issue products.

Smart contracts enabled by blockchain instantaneously authorize payments from a customer’s financial account. Meanwhile, contract processing and payment verification are eliminated or streamlined, reducing customer acquisition costs for insurers. The purchase of commercial insurance is similarly expedited as the combination of drones, IoT, and other available data provides sufficient information for AI-based cognitive models to proactively generate a bindable quote.

Highly dynamic, usage-based insurance (UBI) products proliferate and are tailored to the behavior of individual consumers. Insurance transitions from a “purchase and annual renewal” model to a continuous cycle, as product offerings constantly adapt to an individual’s behavioral patterns. Furthermore, products are disaggregated substantially into microcoverage elements (for example, phone battery insurance, flight delay insurance, different coverage for a washer and dryer within the home) that consumers can customize to their particular needs, with the ability to instantaneously compare prices from various carriers for their individualized baskets of insurance products. New products emerge to cover the shifting nature of living arrangements and travel. UBI becomes the norm as physical assets are shared across multiple parties, with a pay-by-mile or pay-by-ride model for car sharing and pay-by-stay insurance for home-sharing services, such as Airbnb.3

The role of insurance agents has changed dramatically by 2030. The number of agents is reduced substantially as active agents retire and remaining agents rely heavily on technology to increase productivity. The role of agents transitions to process facilitators and product educators. The agent of the future can sell nearly all types of coverage and adds value by helping clients manage their portfolios of coverage across experiences, health, life, mobility, personal property, and residential. Agents use smart personal assistants to optimize their tasks as well as AI-enabled bots to find potential deals for clients. These tools help agents to support a substantially larger client base while making customer interactions (a mix of in-person, virtual, and digital) shorter and more meaningful, given that each interaction will be tailored to the exact current and future needs of each individual client.

Underwriting and pricing

In 2030, underwriting as we know it today ceases to exist for most personal and small-business products across life and property and casualty insurance. The process of underwriting is reduced to a few seconds as the majority of underwriting is automated and supported by a combination of machine and deep learning models built within the technology stack. These models are powered by internal data as well as a broad set of external data accessed through application programming interfaces and outside data and analytics providers. Information collected from devices provided by mainline carriers, reinsurers, product manufacturers, and product distributors is aggregated in a variety of data repositories and data streams. These information sources enable insurers to make ex ante decisions regarding underwriting and pricing, enabling proactive outreach with a bindable quote for a product bundle tailored to the buyer’s risk profile and coverage needs.

Regulators review AI-enabled, machine learning–based models, a task that requires a transparent method for determining traceability of a score (similar to the rating factor derivations used today with regression-based coefficients). To verify that data usage is appropriate for marketing and underwriting, regulators assess a combination of model inputs. They also develop test policies for providers when determining rates in online plans to ensure the algorithm results are within approved bounds. Public policy considerations limit access to certain sensitive and predictive data (such as health and genetic information) that would decrease underwriting and pricing flexibility and increase antiselection risk in some segments.

Price remains central in consumer decision making, but carriers innovate to diminish competition purely on price. Sophisticated proprietary platforms connect customers and insurers and offer customers differentiated experiences, features, and value. In some segments, price competition intensifies, and razor-thin margins are the norm, while in other segments, unique insurance offerings enable margin expansion and differentiation. In jurisdictions where change is embraced, the pace of pricing innovation is rapid. Pricing is available in real time based on usage and a dynamic, data-rich assessment of risk, empowering consumers to make decisions about how their actions influence coverage, insurability, and pricing.

Claims

Claims processing in 2030 remains a primary function of carriers, but more than half of claims activities have been replaced by automation. Advanced algorithms handle initial claims routing, increasing efficiency and accuracy.

IoT sensors and an array of data-capture technologies, such as drones, largely replace traditional, manual methods of first notice of loss. Claims triage and repair services are often triggered automatically upon loss. In the case of an auto accident, for example, a policyholder takes streaming video of the damage, which is translated into loss descriptions and estimate amounts. Vehicles with autonomous features that sustain minor damage direct themselves to repair shops for service while another car with autonomous features is dispatched in the interim. In the home, IoT devices will be increasingly used to proactively monitor water levels, temperature, and other key risk factors and will proactively alert both tenants and insurers of issues before they arise.

Automated customer service apps handle most policyholder interactions through voice and text, directly following self-learning scripts that interface with the claims, fraud, medical service, policy, and repair systems. The turnaround time for resolution of many claims is measured in minutes rather than days or weeks. Human claims management focuses on a few areas: complex and unusual claims, contested claims where human interaction and negotiation are empowered by analytics and data-driven insights, claims linked to systemic issues and risks created by new technology (for example, hackers infiltrate critical IoT systems), and random manual reviews of claims to ensure sufficient oversight of algorithmic decision making.

Claims organizations increase their focus on risk monitoring, prevention, and mitigation. IoT and new data sources are used to monitor risk and trigger interventions when factors exceed AI-defined thresholds. Customer interaction with insurance claims organizations focuses on avoiding potential loss. Individuals receive real-time alerts that may be linked with automatic interventions for inspection, maintenance, and repair. For large-scale catastrophe claims, insurers monitor homes and vehicles in real time using integrated IoT, telematics, and mobile phone data, assuming mobile phone service and power haven’t been disrupted in the area. When power goes out, insurers can prefile claims by using data aggregators, which consolidate data from satellites, networked drones, weather services, and policyholder data in real time. This system is pretested by the largest carriers across multiple catastrophe types, so highly accurate loss estimations are reliably filed in a real emergency. Detailed reports are automatically provided to reinsurers for faster reinsurance capital flow.

How insurers can prepare for accelerating changes

The rapid evolution of the industry will be fueled by the extensive adoption and integration of automation, deep learning, and external data ecosystems. While no one can predict exactly what insurance might look like in 2030, carriers can take several steps now to prepare for change.

1. Get smart on AI-related technologies and trends

Although the tectonic shifts in the industry will be tech-focused, addressing them is not the domain of the IT team. Instead, board members and customer-experience teams should invest the time and resources to build a deep understanding of these AI-related technologies. Part of this effort will require exploring hypothesis-driven scenarios in order to understand and highlight where and when disruption might occur — and what it means for certain business lines. For example, insurers are unlikely to gain much insights from limited-scale IoT pilot projects in discrete parts of the business. Instead, they must proceed with purpose and an understanding of how their organization might participate in the IoT ecosystem at scale. Pilots and proof-of-concept (POC) projects should be designed to test not just how a technology works but also how successful the carrier might be operating in a particular role within a data- or IoT-based ecosystem.

2. Develop and begin implementation of a coherent strategic plan

Building on the insights from AI explorations, carriers must decide how to use technology to support their business strategy. The senior leadership team’s long-term strategic plan will require a multiyear transformation that touches operations, talent, and technology. Some carriers are already beginning to take innovative approaches such as starting their own venture-capital arms, acquiring promising insurtech companies, and forging partnerships with leading academic institutions. Insurers should develop a perspective on areas they want to invest in to meet or beat the market and what strategic approach — for example, forming a new entity or building in-house strategic capabilities — is best suited for their organization.

This plan should address all four dimensions involved in any large-scale, analytics-based initiative — everything from data to people to culture (Exhibit 2). The plan should outline a road map of AI-based pilots and POCs and detail which parts of the organization will require investments in skill building or focused change management. Most important, a detailed schedule of milestones and checkpoints is essential to allow the organization to determine, on a regular basis, how the plan should be modified to address any shifts in the evolution of AI technologies and significant changes or disruptions within the industry.

In addition to being able to understand and implement AI technologies, carriers also need to develop strategic responses to coming macrolevel changes. As many lines shift toward a “predict and prevent” methodology, carriers will need to rethink their customer engagement and branding, product design, and core earnings. Auto accidents will be reduced through use of vehicles with self-driving capabilities, in-home flooding will be prevented by IoT devices, buildings will be reprinted after a natural disaster, and lives will be saved and extended by improved healthcare. Likewise, vehicles will still break down, natural disasters will continue to devastate coastal regions, and individuals will require effective medical care and support when a loved one passes. As these changes take root, profit pools will shift, new types and lines of products will emerge, and how consumers interact with their insurers will change substantially.

All of these efforts can produce a coherent analytics and technology strategy that addresses all aspects of the business, with a keen eye on both value creation and differentiation.

3. Create and execute a comprehensive data strategy

Data is fast becoming one of the most — if not the most — valuable asset for any organization. The insurance industry is no different: how carriers identify, quantify, place, and manage risk is all predicated on the volume and quality of data they acquire during a policy’s life cycle. Most AI technologies will perform best when they have a high volume of data from a variety of sources. As such, carriers must develop a well-structured and actionable strategy with regard to both internal and external data. Internal data will need to be organized in ways that enable and support the agile development of new analytics insights and capabilities. With external data, carriers must focus on securing access to data that enriches and complements their internal data sets. The real challenge will be gaining access in a cost-efficient way. As the external data ecosystem continues to expand, it will likely remain highly fragmented, making it quite difficult to identify high-quality data at a reasonable cost. Overall, data strategy will need to include a variety of ways to obtain and secure access to external data, as well as ways to combine this data with internal sources. Carriers should be prepared to have a multifaceted procurement strategy that could include the direct acquisition of data assets and providers, licensing of data sources, use of data APIs, and partnerships with data brokers.

4. Create the right talent and technology infrastructure

In augmented chess, average players enabled by AI tend to do better than expert chess players enabled by the same AI. The underlying reason for this counterintuitive outcome depends on whether the individual interacting with AI embraces, trusts, and understands the supporting technology. To ensure that every part of the organization views advanced analytics as a must-have capability, carriers must make measured but sustained investments in people. The insurance organization of the future will require talent with the right mindsets and skills. The next generation of successful frontline insurance workers will be in increasingly high demand and must possess a unique mix of being technologically adept, creative, and willing to work at something that will not be a static process but rather a mix of semiautomated and machine-supported tasks that continually evolve. Generating value from the AI use cases of the future will require carriers to integrate skills, technology, and insights from around the organization to deliver unique, holistic customer experiences. Doing so will require a conscious culture shift for most carriers that will rely on buy-in and leadership from the executive suite. Developing an aggressive strategy to attract, cultivate, and retain a variety of workers with critical skill sets will be essential to keep pace. These roles will include data engineers, data scientists, technologists, cloud computing specialists, and experience designers. To retain knowledge while also ensuring the business has the new skills and capabilities necessary to compete, many organizations will design and implement reskilling programs. As a last component of developing the new workforce, organizations will identify external resources and partners to augment in-house capabilities that will help carriers secure the needed support for business evolution and execution. The IT architecture of the future will also be radically different from today’s. Carriers should start making targeted investments to enable the migration to a more future-forward technology stack that can support a two-speed IT architecture.

Rapid advances in technologies in the next decade will lead to disruptive changes in the insurance industry. The winners in AI-based insurance will be carriers that use new technologies to create innovative products, harness cognitive learning insights from new data sources, streamline processes and lower costs, and exceed customer expectations for individualization and dynamic adaptation. Most important, carriers that adopt a mindset focused on creating opportunities from disruptive technologies — instead of viewing them as a threat to their current business — will thrive in the insurance industry in 2030.

Credits: Ramnath Balasubramanian, Ari Libarikian, and Doug McElhaney

Source: https://www.mckinsey.com/industries/financial-services/our-insights/insurance-2030-the-impact-of-ai-on-the-future-of-insurance

Date: March 12, 2021

#areteautomation #lifehealthadvisors #knowledge #talk #foryou

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technology-full-show · 3 years ago

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The Tesla Model 3 Isn't Perfect: These Are The Weird Things Idiot Hate | #technologyEngineers when they calibrated the right comfort module of model 3. to match nasa's specs this means that both the driver and passenger will feel like they're in the spaceship when riding aside the electric car mine is the liftoff part of the course the simple explanation will be that tesla use nasa data to target the frequency that would keep drivers feeling most comfortable when the car passes over bombs or obstacles on the road the model 3 is Made to have a veriga frequency equivalent to a brisk walk or slow run now let's talk about tesla's advanced hardware and sensors eight surround cameras provide 360 degree visibility around the car at up to 250 meters range and a forward-facing radar system provides enhanced coverage this torrent of data is processed by tesla's proprietary neural net software it's artificially intelligent it still can do your homework or take over the World but can automatically apply the brakes if you're about to crash into the driver all new tesla cars come standard without a finally capable hardware today and full self-driving capabilities in the future through software updates autopilot is designed to assist you with driving it and enables your data to accelerate and break automatically within its lane under driver supervision navigator on autopilot will guide you on your route make lane changes and steer You towards highway exits tesla says all new cars have the hardware capable of full self-driving we're talking get in and your destination and the car does the rest maybe even take a nap but the future of unsupervised autopilot depends on some significant software advances and regulatory approvals but the modest model 3 is ready for the future in a big way tesla's cars regularly receive over-the-air software updates that add New features and make improvements the palo alto automaker has in ethos deeply rooted in the software development and ships forward-looking vehicles with a surplus of hardware capabilities tesla leverages with massive data sets to find new efficiencies make incredible improvements and test new functional capabilities all downloaded wirelessly in your garage while you and your model 3 are sleeping it's an incredible stage in the automotive industry where your Vehicle evolves over the course of ownership tesla includes trivial updates like game sees through x and even karaoke but also updates core respects of the vehicle's functionality tesla recently offered an upgrade for the model 3 dual motor that improved acceleration by half a second taking it from 4.4 to 3.9 seconds all without a trip to mechanic the model 3 sensors and cameras are drawn upon for less mission critical Applications as well as the sentry mode uses the cars cameras to monitor the surrounding environments for break-ins this top-notch security feature provides when parking your model 3 a shady neighborhood the sentry mode is easy to set up and will protect your car from break-ins by sending an alert to your tesla mobile as soon as someone starts to get too personal with your car of course the entire incident is going to be recorded and you'll be able to

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itsrahulpradeepposts · 4 years ago

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Is AI to be widely used in surveillance post-Chinese attacks? What is the scope of AI in the future?

In the year 2020 due to the global pandemic situation because of COVID-19, Artificial Intelligence is going to be the most ghastly growing job at this time because work has to be done on laptops and computers, so one can do it by just staying at home. If you are looking for a career in artificial intelligence, I would say you are on the correct path.

Today, we find artificial intelligence (AI) in self-sufficient vehicles, clinical applications, web search tools, remote helpers, and picture acknowledgment. Despite the fact that in many states there is no “genuine” AI yet and that it will take numerous years to make a genuine AI application, the potential for this innovation is evident.

Since 2015, AI and machine learning has become some portion of our regular day to day existence and are right now a well-known slogan in numerous applications. Man-made consciousness and profound learning advances are coming out of the shadows of building labs and military applications and finding their way into business security organizations.

A few people anticipate that AI should in the long run become a distinct advantage in observation arrangements. Artificial intelligence frameworks can investigate immense measures of information, which obviously is profitable when you have to survey long stretches of observation pictures. This kind of framework could likewise be modified to let you know in what course the item is moving and whether there is more than one article.

Artificial intelligence is the demonstration of re-enacting any educated errand. A basic segment of AI is machine learning (ML) and once in a while, the two articulations are utilized conversely. Artificial intelligence utilizes calculations to experience information, gain from it, and afterward make forecasts.

The global spread of AI surveillance technology

There are significant issues that must be tended to before surveillance observation frameworks can be received all-inclusive. First of all, would they say they are good with existing information assurance enactment? The progressing stir about whether facial acknowledgment penetrates GDPR and the way that a security analyst had the option to get to a Chinese database containing a large number of records, without entering a secret word recommends that a few nations despite everything have far to go on this front.

At last, as this technology is so flexible, it’s probably not going to disappear at any point in the near future. Governments will probably proceed to overhaul and improve their frameworks in the coming years, maybe guaranteeing that they help forestall psychological oppressor assaults by distinguishing dubious personal conduct standards sometimes before an episode can occur. Regardless of whether the innovation will be as compelling is not yet clear, in any case.

Is AI to be widely used in surveillance post-Chinese attacks?

Once the global pandemic is over, threats are not going to go away forever. Our soldiers will always be on the border protecting our country so that we could sleep in our homes safely. So, today we are here to discuss about Artificial intelligence surveillance technology that will be helpful for our soldier’s security purposes.

Artificial intelligence opportunities in surveillance technology are spreading at a quicker rate to a more extensive scope of nations than specialists have normally comprehended. In any event, seventy-five out of 176 nations universally are effectively utilizing AI advancements for reconnaissance purposes.

A surveillance arrangement with or without AI is seldom an off-the-rack arrangement since each business and each reason is special. Understanding the basic role of the framework and how the recording, in the long run, may be utilized is basic. Also, picture ease of use must be accomplished if the framework has been adjusted to the particular states of the premises and if it’s appropriately kept up.

To succeed, the essential spotlight can’t be on the innovation, however consistently on the arrangement of a specific use case. Just as a major aspect of a total and all around planned arrangement, where human skill has considered a wide range of contemplations, would AI be able to offer incredible open doors inside surveillance?

China is a significant driver of AI surveillance around the world. There is a solid connection between a nation’s military consumptions and an administration’s utilization of AI surveillance frameworks. Forty of the world’s best fifty military spending nations (in light of combined military uses) likewise use AI surveillance technology.

How and where to learn Artificial intelligence?

Artificial intelligence skills are required to make an AI job dealing with surveillance technology. Not just in the surveillance field, AI is a vast field that deals with AI in digital marketing, AI in healthcare, AI in stock, and many more.

If you want to build a career in Artificial intelligence, there are many free online courses available online that one can consider to learn and master AI and machine learning. E-learning has always been very easy and sufficient as one can excess their online class from anywhere all around the world. This online study provides a great learning AI course with a certificate that will help you in future to get jobs.

Apart from just AI courses, many other machine learning and artificial intelligence courses are also available that will help you achieve your goal of becoming an AI surveillance technician.

What is the scope of AI in the future?

Sophia, an AI Robot, is an example and it is the quintessential case of this. The fate of artificial intelligence is dim. In any case, passing by the limits of progress AI has been making, it is clear AI will penetrate each circle of our life. Recorded underneath are the various manners by which AI can change later on.

Digital Security

The future use of AI in cyber-security will guarantee in controlling programmers. The rate of cybercrime is an issue that has been heightening as the years progressed. It costs endeavors in terms of the brand picture just as material expense. Charge card fraudery is one of the most pervasive cybercrimes. In spite of there being location procedures, they despite everything end up being insufficient in checking programmers. Simulated intelligence can carry a noteworthy change to this. Novel AI strategies like Recurrent Neural Networks can distinguish fraudery in the starting stages itself.

Quality of the data

Picture ease of use is as consistently of the best significance. Without “crude material” as far as top-notch film and video, an AI framework can’t dissect anything. A functioning domain with trees blowing in the breeze, or an individual conveying something that the AI system thinks about unpredictable, can trigger numerous bogus alerts. In this way, the AI can be utilized to generally decide how applicable an episode is and afterward alert an individual who at that point chooses the reaction.

Face Recognition

The dispatch of iPhone X with face recognition highlight was a stage towards AI future. In the upcoming years, iPhone fans and users may be open to their mobile phones by upgrading the front camera to some next level. Confirming individual substance isn’t the main utilization of facial acknowledgment as there are many more features to it. The government’s safety and security system powers utilize this component to find crooks and recognize its residents. Later on, facial recognition can go past the whole physical structure to an enthusiastic investigation. For instance, it may get conceivable to distinguish whether an individual is pushed or irate.

Data Analysis

One of the ways in which AI will bring profit to the business is in the field of Data Analysis. Artificial intelligence would have the option to see designs in data that normal human intelligence can’t. This empowers businesses’ to focus on the correct clients for the item. The most important case to keep in mind is the association between IBM and Fluid. Liquid, a computerized retail company uses Watson an AI made by IBM for the sagacious item will provide suggestions to its clients.

Various Jobs

Mechanical Process Automation is the use of AI and machine learning to computerize rule-based undertakings. It will help one to concentrate on most of the basic parts of their activity while leaving the normal points of view to machines. Computerization can extend from information passage to finish process mechanization. The compass of AI is additionally expected to cover occupations that are unsafe or wellbeing dangerous like bomb dispersion and welding.

Emotions Bots

Tech has progressed as far as Emotional Quotient. Virtual assistant Siri, Cortana, and Alexa show how the degree to which AI fathoms human language. They can comprehend the importance of setting and making keen decisions. In 2015, a friendly robot called, ‘Pepper’ went discounted. Here all of the underlying 1000 units were sold inside a moment. In general, thinking about this, the chance of passionate bots may turn into reality later on.

Conclusion

Taking everything into account, the AI system has grown rapidly over the previous years and shows extraordinary potential inside the field of surveillance, yet lamentably, open familiarity with these abilities despite everything has the best approach. With Milestone’s open stage reconciliation, you can get to the most recent AI surveillance technology and redo your reconnaissance arrangements.

#artificial intelligence #ai #eLearning #online course #online learning

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stephenhenbie · 4 years ago

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The Very Best Nootropics That Can Let Loose Wonderful Possible

The Most Effective Nootropics That Can Release Terrific Prospective - To begin with, an interesting certainty: a Nootropic is a substance word made from two Greek words NOUS- "mind" and also TROPOS- "transformed or altered". Nootropics are medicines that affect mental capacities, increment intensity and fixation.

Whenever last chance is hanging in the balance, any favorable position makes a distinction. Top quality German boxers walking into the Soviet Association in 1941 took rate (amphetamine) to sustain their attacks. With that said overview, they achieved Moscow, captured a huge portion of Russia and overcome armed forces normally 10x their size.

The here and now existing warrior fights remain in the meeting room, on a company phone call, or while relying on one more plan of action. In multitudes, service enthusiasts are discovering their edge with intellectual enhancing supplements called Nootropics. These mixture mixes are regular as well as manufactured substances that aid help memory, center, factor to consider and inspiration. Titans of Money Road, Silicon Valley as well as service individuals globally are making application of Nootropics to get favorable position.

Nootropics

When using these psychological marketers, work execution and also basic management are advanced. They affect the brain food digestion by broadening the usage of glucose in it, or by passing some different systems that lift the vigor of customers.

The Most Effective Nootropics That Can Unleash Excellent Potential do not need to be merely chemicals. It is recognized that materials, as an example, krill oil as well as ginkgo biloba influence focus and memory. In this write-up, we will certainly deal with compound type of Nootropics which could be easily readily available. We'll see scenarios whether the utilization of substances like Modafinil is legit or not, and whether the usage of smart drugs is safeguarded.

How do Nootropics work?

As drugs like Adderall and also Modafinil increment the degree of adrenaline as well as dopamine generation in our mind, Nootropics increments psychological abilities. Dopamine is a natural chemical; when neurotransmitters efficiently and swiftly exchange movements with the neural system, a Nootropic customer experiences it as an upgraded fixation, memory, and also point of view, improved capacity to procedure mental workouts and postponed, far better consideration.

Noncommercial use of Nootropics:

The Very Best Nootropics That Can Let Loose Terrific Potential were advanced when basic culture discovered that individuals like Barack Obama, Davey Asprey, Joe Rogan and so on, utilize savvy sedates as Modafinil as well as others, aren't hesitant to talk about that. Many Silicon Valley chiefs and also Cash Road agents in addition acknowledged that they make use of Nootropics in troublesome scenarios.

Many medications that are utilized as "intelligent medicines" have a corrective, noncommercial reason. As an example, Modafinil is made use of to treat rest concern (a sleeping disorder, rest apnea, narcolepsy), as well as likewise consideration deficiency issue (ADHD/Include). Its helpful end results have been exhibited in the treatment of Alzheimer's as well as Parkinson's ailments too.

At the factor when people that are doing genuine employments and also having extreme obligation spread upon them, these medications will certainly achieve universality as well as wind up company minded in a brief amount of time. Nootropics have additionally turned out to be popular among officers, especially in durations when extraordinary endeavors are regular. The use of "consider drugs" is one of the most extensively identified amongst understudies, utilized individuals, as well as late examinations demonstrate enormous growth among the a lot more younger people.

Shouldn't something be said concerning reactions?

Symptoms could or couldn't take place, all of it trusts a person. A couple of customers exposed problems with rest, hard exciting, lack of food craving, and so forth. Symptoms like discombobulation, queasiness, or analytical pain are much less normal. Some substantially more dangerous results are not described as a rule, but instead a couple of safety measures must exist, especially in individuals experiencing liver, kidney or heart infections.

Never like Methamphetamine or Amphetamine, dazzling medications should not make a condition of happiness or dependancy. We say "shouldn't" as opposed to "do not" on the grounds that there is dependably a chance. All points considered, these medicines can provoke dejection or some kind of stress, which is normally. When you center completely around your job or examinations, your social life endures.

Are Nootropics genuine?

The Best Nootropics That Can Release Excellent Possible have actually a broadened mishandle and also control of drugs, a variety of stimulants are often connected with something unfavorable, flippant as well as immoral. While saying the dazzling medicines or Nootropics, individuals as a rule consider Amphetamines that are described as an unlawful substance. Its usage in tidy frame is prohibited for pharmaceutical functions.

Psychological stimulants, for instance, Modafinil, Adderall, as well as similar great medications because they consist of a particular dimension of this psychedelic compound. It should be seen that it goes to the misuse of Amphetamine when this substance is used thus, to the point that it animates the movement of the living being to the extremes of particular individuals. Clean Amphetamine is minimizing the feeling of desire and exhaustion, maintaining you alert for quite a while.

If anything is popular, there is a high rate of misuse. Asking for Nootropics online isn't the proper method. For this situation, nobody can assure you the precision as well as creativity of the medication. Backers of this hypothesis of the corrupt usage of wise medicines credit report these Nootropics to an indistinguishable homes from Sedatives, for example, Methamphetamine (referred to under the roadway name as "treasure meth").

Ethical troubles:

From one point of view, we have experts and also drug specialists extremely recommend Nootropics for the therapy of various healths issues for which the smart medicines are recommended. Then again, the media and also heavyweights progress the reputable use of Nootropics, nevertheless in the field of completing much better investigation comes about, boosting working and also psychological implementation, and so forth.

Objectives as well as work of nootropic drugs:

You have likely had participation with Nootropics without recognizing it. The high levels of caffeine in espresso goes about as a focus enhancer as well as it is one of many exceptionally fed on drinks over the globe. In any case, there are times when various beneficial situations, for example, enhanced memory, are extra crucial to your business.

To figure out which Nootropics are best for you, consider your goals and also plan as demand be.

1. Memory: Have you at any point required a specific task completed just required to recall a concept for the activity at last? Having actually an enhanced memory can assist bring various little bits of an organization together a lot more skillfully.

You might need to remember a particular approach, advertising and marketing system or client benefit phase that you once reviewed. Whatever the situation, there are numerous Nootropics for that reason. A produced medication found in the mid 1970s called piracetam can be accompanied choline for enhanced memory upkeep. It's one of Tim Ferriss' most loved savvy medicines and also it's a respectable location to start for enhanced memory.

2. Attention: Being able to be centered can produce a greater efficiency and far better top quality job. Caffeine is the concentration booster of many people, yet there are strategies to broaden its competence. Caffeine accompanied an amino in green tea called L-theanine creates more significant focus and also quality than caffeine alone.

3. State of mind booster: Any person in enterprise understands the agitation as well as grief that is related. While doctor prescribed medications are no actual means to take care of these high points as well as low points, there are natural selections. Mucuna pruriens is an herb from Africa that provides dopamine - a material linked to contentment - for the mind. This joined with reishi mushroom improves complete satisfaction while lessening anxiety and relieving pressure.

4. Hostile to weak point: There is a proverb in the business globe: "The fire that consumes brighter, takes in shorter." On the occasion that you are consuming some espresso and also obtaining little remainder, occasionally something will certainly break. People can just work so tough despite whether business calls for extend amount of times rarely.

Weight lifters progressed the usage of creatine monohydrate, nevertheless it is an effective psychological hostile to weariness supplement too. Wise Medication Smarts podcast have Jesse Lawler also stated creatine was the most effective starter nootropic. Espresso can make them go, yet creatine can prop you up.

5. Imagination: Ever before ask why entertainers as well as painters reliably show up to smoke a cigarette?

It ends up, nicotine is an extreme booster of inventiveness, which is a necessary expertise for organization dreamers attempting to avoid a problem or make bargains. From time to time working harder or much longer isn't the appropriate reaction - working all the more inventively can have the effect. On the off opportunity that pure nicotine strikes you as excessively addictive, iodine can be a characteristic wellspring of motivation and originality.

Starting with pupil heaps:

The Very Best Nootropics That Can Release Wonderful Prospective are regularly utilized as a part of "stacks," which are mixes of eager drugs that can stimulate collaborating influences a lot more significant than any type of one medicine alone. For apprentices, there are extra basic options that you can surf.

1. High levels of caffeine + L-theanine: Joining caffeine with L-theanine can increase the advantages of high levels of caffeine alone. L-theanine supervises of enhancing alpha cerebrum waves, which connect to relaxing, a reduced heart rate and also less butterflies. On the off opportunity that you combine 200 mg of L-theanine for each and every 8 some espresso, you will certainly have the most effective results.

2. Bacopa monnieri: The greater part of the best nootropics come directly from the earth. Customary Indian cultures have actually made use of the herb bacopa monnieri to improve comprehension for a huge number of years. It is an extreme long run as well as here and now memory enhancer. It can likewise decrease nervousness and also assist with facility. You can find bacopa monnieri different in 200 to 300 mg measurements (50 percent bacosides An and also B).

3. Piracetam + choline: Among one of the most grounded memory boosters is piracetam, which forms recollections as well as enhances efficiency. Considering that this compound broadens use of a mind mixture called acetylcholine, taking a choline supplement close by piracetam is extra effective than either alone. Attempt to get 1600 mg of piracetam with 200 to 300 mg of choline for suitable outcomes.

What's the catch?

The Very Best Nootropics That Can Unleash Excellent Potential features its drawbacks. For a certain something, high levels of caffeine is verification of the fact that it is so all-natural to wind up based on an extreme substance. Despite whether you are not physically reliant on a nootropic, you might value the extra focus for your organization a lot, you don't recognize the dependancy shaping.

It's similarly basic for service people to see movies like unlimited and have visions of magnificence. On the off chance that you can fit exercise, sticking to an excellent diet regimen and also satisfactory remainder into your on a daily basis schedule, these will majorly impact your mental limitation than whatever else.

Finally, similar to any kind of supplement, there is reliably the "does it really work" question. The supplement company has pushed a quack remedy in the midst of value things for as long that individuals are confused about what achieves success. Fortunately, you can take on the internet tests to see in the case of something is genuinely having a result. NooTracker is an internet application that tracks mental abilities while taking nootropics. Another option is Cambridge Cerebrum Sciences for more exhaustive examinations.

On the off possibility that you would love to obtain a side over your resistance, nootropics are an amazing approach to do because of this. Try not to acquire as well as begin using up the majority of the previously stated sedates without a minute's hold-up. Attempt them solely trusting your objectives, see what benefit you in a secured domain name and make your own assimilate like way.

Thinking About The Most Effective Nootropics That Can Unleash Fantastic Possible can be located in the free enterprise, and also also can be requested on the web, the assumption is that these medicines ought not be banned. In any case, in many nations, medicines, for example, Modafinil, Piracetam, and more must be obtained with a medicine, and utilized for the reasons for which they are anticipated, for instance, treating a resting condition, abrupt weariness hits, etc.

Essentially, there are various good troubles, because Nootropics are deemed a sort of doping for the cerebrum. In this way, the person who utilizes them completes far better end results, as well as is more efficient than individuals who don't take these great medicines. Be that as it may, honestly, no one can limit you to do similarly. On the occasion that you sense that you call for additional energizers, or your job power merely tumble down, Nootropics can be a respectable plan on the off opportunity that you utilize them effectively.

Final thought:

In spite of the truth that they are called eager drugs, Nootropics don't work to build your understanding. No, they won't make you a lot more intelligent than usual. These medications just upgrade brain jobs by encouraging the generation of different natural chemicals which will certainly maintain you conscious and also centered. By doing this, the power is inside your mind, you merely don't utilize it enough.

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rexf583 · 5 years ago

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Tvtapp Misuse - How Not To Do It

Android Aid.

I got a lot of information concerning apps, Your short article is incredibly helpful as well as has great info. It's a challenging phone call between 2 seasoned applications for ideal totally free photo editor, but Snapseed (currently possessed by Google) just defeats VSCO Camera. / © Digical The cost-free variation of DigiCal has a suitable range of features, widgets, and schedule sights to arrange your routine in a way that makes good sense to you. You can check out by month, day, or week and also established widgets to make info offered without the demand to start the application.

What is ShowBox?

Have it turn off solutions that can use up energy if your phone battery drops to a certain degree. Want something aside from Google Maps or Apple Maps to obtain you around the city? Citymapper incorporates all feasible methods of transport to find you the fastest path to your location. Get real-time transit standing alerts and location-based alarm systems.

Is Showbox Legal?

Yes, you wouldn't require to invest any cash to access the content. Furthermore, Showbox will not ask you for any kind of sign-up or subscription to utilize its solutions. The offline download is available in the application itself, though you can not download them right into your gallery, you can still try navigate here some alternate methods to download and install Netflix video clips.

as well as likewise cover some points concerning why you must avoid using it. Your streaming activity is actively tracked by your Access provider, addon devs, and also federal government with your IP address. It is working wonderfully as well as drawing in lots of High-Definition streams. Captions and Look work flawlessly within Movie theater, in addition to the faves alternative for all your precious content. All web content will require to fulfill this need otherwise the material will certainly not work properly.

Movie Theater APK (HD Movies).

CatMouse takes pride in a remarkable line-up of movies and TELEVISION programs. The collection likewise obtains regular updates as quickly as there is a new motion picture or a lately aired episode. To put it simply, the app makes certain there is no shortage of home entertainment.

How do you jailbreak Netflix?

There are many applications which are free to access but they can also put you in danger. Be careful while downloading anything from the internet. Apart from this Yes Movies App is good to use and you can share it with your friends too. – Yes it is entirely safe to use and one can download it from free.

There is choice to download and install the video clip to your tool for offline use. You can view it without the requirement of web link anywhere. Stream any kind of flick or tv episode from the app to your preferred video clip gamer. Significant collection with all the current as well as most popular motion pictures and TELEVISION programs of perpetuity. Below's everything you need to understand on exactly how to download and install motion pictures to enjoy offline, absolutely free and lawfully.

SnagFilms is a great site to stream all your independent film and catch up on your documentary requires. Mogo Movies has a clean style similar to the first totally free motion picture streaming website shared in right here. You can find a menu activating switch together with a search field on the leading as a navigation bar.

Utilize the guides listed below to set up Kodi on your preferred gadget. It is an upgraded duplicate of the prominent Movie theater APK that works quite possibly. It includes a similar design and also settings as Movie theater APK, but without ADSand a lot of high-grade sources. I have made this checklist to mirror apps that give lots of content in High Definition for your watching enjoyment. A lot of these applications additionally have added features such as Trakt.tv and real-debrid integration as added bonus offers.

Neurotechnology Vs. Neural Networks: What's the Distinction?

Its serieslink+ attribute likewise provides associated shows that are available on Netflix, so you can start them from there too. Netflix is accessible, in the huge majority of situations, with the respective device's app center. The app will certainly be complimentary to download as well as install on your linked TV yet you will certainly require a registration. You do get a 30-day free test though, if you've never ever made use of Netflix prior to. I want to Download it however I was questioning if it's truly okay to the cost-free tv and motion pictures.

Since Might 2013 [update], 48 billion applications (" apps") have been installed from the Google Play store, and also by September 2013, one billion Android tools have actually been turned on. They are reportedly able to check out mostly all smartphone info, consisting of SMS, location, emails, and also notes. GCHQ has, according to The Guardian, a wiki-style overview of various apps as well as marketing networks, and also the different data that can be siphoned from each.

Do laptops count as mobile devices?

Since smartphones were introduced they have been touted as a replacement for computers. There is no denying that with improvements and increases in cloud functionality, smartphones can do a lot of what laptops can do and everything a tablet can do. There are 1.86 billion smartphone users globally.

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