#Data Intelligence Operating System

[procurement-insights]

The GenAI Metaprise (Orchestration) and Operating System (Intake) Priority

How well would your PC work without an operating system?

EDITOR’S NOTE: The following is an insightful exchange I had with AOP’s Philip Ideson’s comment on my recent post, DPW Remote Dispatch: To Build Or Not To Build In-House. PHILIP IDESON COMMENT: Jon its a good question. I moderated a main stage panel with two leading CPOs where this discussion came up. The issue at hand is AI governance and risk – and so at least the CPOs I talked to are…

[legarski]

Industry 4.0: Powering the Next Industrial Revolution with Intelligence, Connectivity, and Automation

The world is undergoing a radical transformation. As we move deeper into the 21st century, the fusion of digital, physical, and biological systems is reshaping how we manufacture, operate, and innovate. This revolution has a name: Industry 4.0—the fourth industrial revolution. It represents a new era where smart technology, real-time data, automation, and interconnected networks converge to…

[tudipblog]

IoT in Action: Transforming Industries with Intelligent Connectivity

The Power of Connectivity

The Internet of Things (IoT) has become a cornerstone of innovation, as it reimagines industries and redefines the way business is conducted. In bridging the physical and digital worlds, IoT enables seamless connectivity, smarter decision-making, and unprecedented efficiency. Today, in the competitive landscape, intelligent connectivity is no longer just a technology advancement; for businesses wanting to be relevant and continue to thrive, it is now a strategic imperative.

IoT is not simply about connecting devices; it’s about creating ecosystems that work collaboratively to drive value. With industries relying heavily on real-time data and actionable insights, IoT-powered connectivity has become the backbone of operational excellence and growth. Let’s explore how this transformative technology is revolutionizing key sectors, with a focus on how businesses can leverage it effectively.

Applications of IoT in Key Industries

1.Smart Manufacturing: Efficiency Through Connectivity

Manufacturing has embraced IoT as a tool to streamline operations and boost productivity. By embedding sensors in machinery and integrating real-time monitoring systems, manufacturers can:

Predict and Prevent Downtime: IoT-enabled predictive maintenance reduces unplanned outages, saving time and money.

Optimize Resource Allocation: Smart systems track inventory, raw materials, and energy consumption, ensuring optimal usage.

Enhance Quality Control: Real-time data from production lines helps identify defects early, maintaining high-quality standards.

Example: A global automotive manufacturer integrated IoT sensors into its assembly lines, reducing equipment downtime by 25% and improving production efficiency by 30%. The ability to monitor machinery health in real time transformed their operations, delivering significant cost savings.

2.Healthcare: Improve Patient Outcomes

In healthcare, IoT has been a game-changer in enabling connected medical devices and systems that enhance patient care and operational efficiency. The main applications include:

Remote Patient Monitoring: Devices track vital signs in real time, allowing healthcare providers to offer timely interventions.

Smart Hospital Systems: IoT-enabled equipment and sensors optimize resource utilization, from patient beds to medical supplies.

Data-Driven Decisions: IoT integrates patient data across systems, providing actionable insights for personalized treatment plans.

Example: A major hospital has put into operation IoT-enabled wearables for chronic disease management. This solution reduced the number of readmissions to hospitals by 20% and empowered patients to take an active role in their health.

3.Retail: Revolutionizing Customer Experiences

IoT is revolutionizing retail through increased customer interaction and streamlined operations. Connected devices and smart analytics allow retailers to:

Personalize Shopping Experiences: IoT systems track customer preferences, offering tailored recommendations in real time.

Improve Inventory Management: Smart shelves and sensors keep stock levels optimal, reducing wastage and improving availability.

Enable Smooth Transactions: IoT-driven payment systems make checkout easier and much faster, increasing customers’ convenience

Example: A retail chain leveraged IoT to integrate smart shelves that automatically update inventory data. This reduced out-of-stock situations by 40%, improving customer satisfaction and driving higher sales.

Role of Intelligent Connectivity in Business Transformation

Intelligent connectivity lies at the heart of IoT’s transformative potential. By connecting devices, systems, and processes, businesses can:

Accelerate Decision-Making: Real-time data sharing enables faster, more informed decisions, giving companies a competitive edge.

It increases collaboration by allowing smooth communication between departments and teams, making the entire system more efficient.

Adapt to Market Dynamics: IoT enables companies to respond quickly to changes in demand, supply chain disruptions, or operational challenges.

Intelligent connectivity is not just about technology; it’s about creating value by aligning IoT solutions with business objectives. This strategic approach guarantees that IoT investments will deliver measurable outcomes, from cost savings to improved customer loyalty.

How Tudip Technologies Powers Intelligent Connectivity

Tudip Technologies specializes in designing and implementing IoT solutions that drive meaningful transformation for businesses. With a focus on innovation and collaboration, Tudip ensures that its clients achieve operational excellence through intelligent connectivity.

Tailored Solution for Every Business Industry

Tudip understands that no two businesses are alike. By customizing IoT strategies to address specific challenges, Tudip helps clients unlock the full potential of connectivity. Examples include:

Smart Supply Chains: Implementing IoT systems that provide real-time visibility into inventory and logistics, reducing delays and improving efficiency.

Energy Management: Developing IoT frameworks to monitor and optimize energy usage, driving sustainability and cost savings.

Healthcare Innovations: Designing networked medical devices that allow remote patient monitoring and data integration without a hitch.

The Future of Connected Systems

The demand for intelligent connectivity will keep increasing as the industries continue to evolve. Emerging trends in IoT include edge computing, 5G networks, and AI-powered analytics, which promise to redefine possibilities for connected ecosystems.

Businesses that embrace these advancements stand to gain:

Greater Resilience: IoT enables adaptive systems that can withstand market fluctuations and operational challenges.

Enhanced Innovation: Connected technologies open doors to new business models, revenue streams, and customer experiences.

Sustainable Growth: IoT optimizes resources and processes, contributing to long-term environmental and economic sustainability.

The future belongs to those who see connectivity not just as a technological tool but as a strategic enabler of transformation. The right partner will help businesses transform IoT from a concept into a competitive advantage.

Conclusion: Embracing Intelligent Connectivity with Tudip

IoT is not just changing the way businesses operate—it’s redefining what’s possible. From manufacturing and healthcare to retail and beyond, intelligent connectivity is driving innovation, efficiency, and growth across industries.

Tudip Technologies is at the forefront of this transformation, offering customized IoT solutions that deliver real results. By prioritizing collaboration, adaptability, and measurable outcomes, Tudip ensures that its clients stay ahead in an increasingly connected world.

Now is the time to embrace the power of IoT and unlock its potential for your business. With Tudip as your partner, the journey to intelligent connectivity is not just achievable—it’s inevitable.

Click the link below to learn more about the blog IoT in Action: Transforming Industries with Intelligent Connectivity https://tudip.com/blog-post/iot-in-action-transforming-industries-with-intelligent-connectivity/

[nrgnews-it]

Nexus: The Dawn of IoT Consciousness – The Revolution Illuminating Big Data Chaos

[onedatasoftwaresolutions]

How Data Analytics Enhances IoT Development for Smarter Business Solutions

[rosielindy]

The timing of this silent opt-in to beta testing for iOS is giving me doggie data breach energy. They are extracting as much of our data as they can and feeding into learning engines (LLMs) for ai.

It’s no consolation to me that the hackers are restricted to read only access. Even with redacted data they have extracted enough to make the connections from the systems they’ve breached and the data that’s being collected and assimilated from sources like this new “feature”

hi btw even if you didn’t upgrade to ios 18 with the ai software, apple still switched everything on to learn from your phone.

You have to go into siri settings and apps and then toggle everything off (I left search app on so I can find them, but all else off). You have to do this for every single app 😅

[ai-innova7ions]

Video Autogenerated by Faceless.Video

Micro AI is revolutionizing the way we interact with technology.

Micro AI is transforming our interaction with technology by providing lightweight, hyper-efficient models tailored for Edge devices such as smartwatches, IoT sensors, drones, and home appliances. This cutting-edge innovation facilitates real-time data processing and decision-making directly on the device, eliminating reliance on constant cloud connectivity. Imagine your smartwatch instantly analyzing health data or your smart home system making immediate adjustments based on real-time inputs—all thanks to micro AI. One of the key benefits of micro AI lies in its low latency and local processing capabilities. In industrial automation, it can monitor machinery in real time to predict failures before they occur. For smart homes, it enhances convenience and security by allowing appliances to learn from user behavior while optimizing energy consumption. In healthcare, wearable devices equipped with micro AI can provide critical monitoring of vital signs and alert medical professionals during emergencies—ensuring timely interventions that could save lives.

#microai #EdgeComputing

[jcmarchi]

Google advances mobile AI in Pixel 9 smartphones

New Post has been published on https://thedigitalinsider.com/google-advances-mobile-ai-in-pixel-9-smartphones/

Google advances mobile AI in Pixel 9 smartphones

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Google has unveiled its new range of Pixel 9 smartphones, emphasising their enhanced AI capabilities.

The company released the devices much earlier than usual, as Google typically presents new Pixel models in the autumn. However, compared to previous versions, the changes in the new models are revolutionary.

The new smartphones feature more advanced integrations of Google’s AI technology. For instance, one unique Pixel feature allows users to search for information and images within their screenshots, thanks to a more deeply integrated approach. Additionally, through the Gemini chatbot, some features of these smartphones are available as overlays from other apps.

At Alphabet’s Bay View campus in Mountain View, California, Rick Osterloh, the Senior Vice President of Devices and Services at Google, informed visitors that the company plans to focus on practical applications of AI. He spent time describing the “Gemini era” to the audience, which will commence with the creation of Google’s advanced AI model.

The Pixel 9 series offers several models. The base model, the Pixel 9, features a 6.3-inch screen and costs $799. A larger alternative, the Pixel 9 Pro XL, has a 6.8-inch screen. A slightly enhanced version, the Pixel 9 Pro, offers a better camera system, though its price is higher. The final option is the foldable Pixel 9 Pro Fold.

Regarding the initial shipping date, Google stated at the event that the Pixel 9 and Pixel 9 Pro XL would ship in late August. The Pro and Pro Fold models will ship in September, with all models available for preorder starting August 13. During Google’s presentations at the event, Gemini’s new functions were showcased in a live demo, focusing on the latest conversation features. Additionally, the company announced updates to the product’s exterior design, the installation of Google’s advanced camera system, and the integration of the new Tensor G4 chip.

In addition to smartphones, the company unveiled new versions of the Pixel Watch 3 smartwatch and Pixel Buds Pro 2 wireless earbuds. The watch can track the user’s heart rate; if it stops, it will call emergency services. This feature will be available in the UK and the EU.

As reported by IDC, Google’s share in the global smartphone market was less than 1% in the second quarter of 2024. Samsung and Apple took the first and second places, with market shares of 18.9%, and 15.8%, respectively. In the US, Google ranks fourth among smartphone operating systems, holding 4.5% of the market share.

Industry analysts note that although Google Pixel is not among the best-selling smartphones, it showcases some of the benefits of the Android operating system. Android has become the dominant operating system, used by more than 80% of smartphone users worldwide. Consequently, many people, even those who have never used a Google Pixel, may indirectly experience and appreciate the features that Google products offer.

The event also touched upon Google’s further intentions and previous efforts to implement AI across its product lineup to stay at the top of the game. Not long ago, the company integrated AI improvements into its core products, including its search engine. Additionally, Google announced a content-sharing agreement it reached with Peloton. As a result, Fitbit Premium subscribers will have free access to the Peloton training class library.

(Image Credit: Google)

See also: Google’s Gemini 1.5 Pro dethrones GPT-4o

Want to learn more about AI and big data from industry leaders? Check out AI & Big Data Expo taking place in Amsterdam, California, and London. The comprehensive event is co-located with other leading events including Intelligent Automation Conference, BlockX, Digital Transformation Week, and Cyber Security & Cloud Expo.

Explore other upcoming enterprise technology events and webinars powered by TechForge here.

Tags: ai, artificial intelligence, gemini, Google

[nitor-infotech]

Businesses often face challenges such as cost reduction, faster product launches, and high-quality delivery while building products. To tackle this, mitigate to the powerful solution: Solution Engineering in our blog.

Discover how this approach offers structured problem-solving and efficient solutions for your business. Align your business objectives and user needs, from problem identification to knowledge transfer, while saving time and cutting costs. With Solution Engineering, you can experience unmatched growth and success. Learn more. 

[romerona]

Ethera Operation!!

You're the government’s best hacker, but that doesn’t mean you were prepared to be thrown into a fighter jet.

Bradley "Rooster" Bradshaw x Awkward!Hacker! FemReader

Part I

This was never supposed to happen. Your role in this operation was simple—deliver the program, ensure it reached the right hands, and let the professionals handle the breaching.

And then, of course, reality decided to light that plan on fire.

The program—codenamed Ethera—was yours. You built it from scratch with encryption so advanced that even the most elite cyber operatives couldn’t crack it without your input. A next-generation adaptive, self-learning decryption software, an intrusion system designed to override and manipulate high-security military networks, Ethera was intended to be both a weapon and a shield, capable of infiltrating enemy systems while protecting your own from counterattacks in real-time. A ghost in the machine. A digital predator. A weapon in the form of pure code. If it fell into the wrong hands, it could disable fleets, and ground aircraft, and turn classified intelligence into an open book. Governments would kill for it. Nations could fall because of it.

Not that you ever meant to, of course. It started as a little experimental security measure program, something to protect high-level data from cyberattacks, not become the ultimate hacking tool. But innovation has a funny way of attracting the wrong kind of attention, and before you knew it, Ethera had become one, if not the most classified, high-risk program in modern times. Tier One asset or so the Secret Service called it.

It was too powerful, too dangerous—so secret that only a select few even knew of its existence, and even fewer could comprehend how it worked.

And therein lay the problem. You were the only person who could properly operate it.

Which was so unfair.

Because it wasn’t supposed to be your problem. You were just the creator, the brain behind the code, the one who spent way too many sleepless nights debugging this monstrosity. Your job was supposed to end at development. But no. Now, because of some bureaucratic nonsense and the fact that no one else could run it without accidentally bricking an entire system, you had been promoted—scratch that, forcibly conscripted—into field duty.

And your mission? To install it in an enemy satellite.

A literal, orbiting, high-security, military-grade satellite, may you add.

God. Why? Why was your country always at war with others? Why couldn’t world leaders just, you know, go to therapy like normal people? Why did everything have to escalate to international cyber warfare?

Which is how you ended up here.

At Top Gun. The last place in the world you wanted to be.

You weren’t built for this. You thrive in sipping coffee in a cosy little office and handling cyber threats from a safe, grounded location. You weren’t meant to be standing in the halls of an elite fighter pilot training program, surrounded by the best aviators in the world—people who thought breaking the sound barrier was a casual Wednesday.

It wasn’t the high-tech cyberwarfare department of the Pentagon, nor some dimly lit black ops facility where hackers in hoodies clacked away at keyboards. No. It was Top Gun. A place where pilots use G-forces like a personal amusement park ride.

You weren’t a soldier, you weren’t a spy, you got queasy in elevators, you got dizzy when you stood too fast, hell, you weren’t even good at keeping your phone screen from cracking.

... And now you were sweating.

You swallowed hard as Admiral Solomon "Warlock" Bates led you through the halls of the naval base, your heels clacking on the polished floors as you wiped your forehead. You're nervous, too damn nervous and this damned weather did not help.

"Relax, Miss," Warlock muttered in that calm, authoritative way of his. "They're just pilots."

Just pilots.

Right. And a nuclear warhead was just a firework.

And now, somehow, you were supposed to explain—loosely explain, because God help you, the full details were above even their clearance level—how Ethera, your elegant, lethal, unstoppable digital masterpiece, was about to be injected into an enemy satellite as part of a classified mission.

This was going to be a disaster.

You had barely made it through the doors of the briefing room when you felt it—every single eye in the room locking onto you.

It wasn’t just the number of them that got you, it was the intensity. These were Top Gun pilots, the best of the best, and they radiated the kind of confidence you could only dream of having. Meanwhile, you felt like a stray kitten wandering into a lion’s den.

Your hands tightened around the tablet clutched to your chest. It was your lifeline, holding every critical detail of Ethera, the program that had dragged you into this utterly ridiculous situation. If you could’ve melted into the walls, you absolutely would have. But there was no escaping this.

You just had to keep it together long enough to survive this briefing.

So, you inhaled deeply, squared your shoulders, and forced your heels forward, trying to project confidence—chin up, back straight, eyes locked onto Vice Admiral Beau "Cyclone" Simpson, who you’d been introduced to earlier that day.

And then, of course, you dropped the damn tablet.

Not a graceful drop. Not the kind of gentle slip where you could scoop it back up and act like nothing happened. No, this was a full-on, physics-defying fumble. The tablet flipped out of your arms, ricocheted off your knee, and skidded across the floor to the feet of one of the pilots.

Silence.

Pure, excruciating silence.

You didn’t even have the nerve to look up right away, too busy contemplating whether it was physically possible to disintegrate on command. But when you finally did glance up—because, you know, social convention demanded it—you were met with a sight that somehow made this entire disaster worse.

Because the person crouching down to pick up your poor, abused tablet was freaking hot.

Tall, broad-shouldered, with a head of golden curls that practically begged to be tousled by the wind, and, oh, yeah—a moustache that somehow worked way too well on him.

He turned the tablet over in his hands, inspecting it with an amused little smirk before handing it over to you. "You, uh… need this?"

Oh, great. His voice is hot too.

You grabbed it back, praying he couldn't see how your hands were shaking. “Nope. Just thought I’d test gravity real quick.”

A few chuckles rippled through the room, and his smirk deepened like he was enjoying this way too much. You, on the other hand, wanted to launch yourself into the sun.

With what little dignity you had left, you forced a quick, tight-lipped smile at him before turning on your heel and continuing forward, clutching your tablet like it was a life raft in the middle of the worst social shipwreck imaginable.

At the front of the room, Vice Admiral Beau Cyclone Simpson stood with the kind of posture that said he had zero time for nonsense, waiting for the room to settle. You barely had time to take a deep breath before his voice cut through the air.

“Alright, listen up.” His tone was crisp, commanding, and impossible to ignore. “This is Dr Y/N L/N. Everything she is about to tell you is highly classified. What you hear in this briefing does not leave this room. Understood?”

A chorus of nods. "Yes, sir."

You barely resisted the urge to physically cringe as every pilot in the room turned to stare at you—some with confusion, others with barely concealed amusement, and a few with the sharp assessing glances of people who had no clue what they were supposed to do with you.

You cleared your throat, squared your shoulders, and did your best to channel even an ounce of the confidence you usually had when you were coding at 3 AM in a secure, pilot-free lab—where the only judgment you faced was from coffee cups and the occasional system error.

As you reached the podium, you forced what you hoped was a composed smile. “Uh… hi, nice to meet you all.”

Solid. Real professional.

You glanced up just long enough to take in the mix of expressions in the room—some mildly interested, some unreadable, and one particular moustached pilot who still had the faintest trace of amusement on his face.

Nope. Not looking at him.

You exhaled slowly, centering yourself. Stay focused. Stay professional. You weren’t just here because of Ethera—you were Ethera. The only one who truly understood it. The only one who could execute this mission.

With another tap on your tablet, the slide shifted to a blacked-out, redacted briefing—only the necessary information was visible. A sleek 3D-rendered model of the enemy satellite appeared on the screen, rotating slowly. Most of its details were blurred or omitted entirely.

“This is Blackstar, a highly classified enemy satellite that has been operating in a low-Earth orbit over restricted airspace.” Your voice remained even, and steady, but the weight of what you were revealing sent a shiver down your spine. “Its existence has remained off the radar—literally and figuratively—until recently, when intelligence confirmed that it has been intercepting our encrypted communications, rerouting information, altering intelligence, and in some cases—fabricating entire communications.”

Someone exhaled sharply. Another shifted in their seat.

“So they’re feeding us bad intel?” one of them with big glasses and blonde hair asked, voice sceptical but sharp.

“That’s the theory,” you confirmed. “And given how quickly our ops have been compromised recently, it’s working.”

You tapped again, shifting to the next slide. The silent infiltration diagram appeared—an intricate web of glowing red lines showing Etherea’s integration process, slowly wrapping around the satellite’s systems like a virus embedding itself into a host.

“This is where Ethera comes in,” you said, shifting to a slide that displayed a cascading string of code, flickering across the screen. “Unlike traditional cyberweapons, Ethera doesn’t just break into a system. It integrates—restructuring security protocols as if it was always meant to be there. It’s undetectable, untraceable, and once inside, it grants us complete control of the Blackstar and won’t even register it as a breach.”

“So we’re not just hacking it," The only female pilot of the team said, arms crossed as she studied the data. “We’re hijacking it.”

“Exactly,” You nodded with a grin.

You switched to the next slide—a detailed radar map displaying the satellite’s location over international waters.

“This is the target area,” you continued after a deep breath. “It’s flying low-altitude reconnaissance patterns, which means it’s using ground relays for some of its communication. That gives us a small window to infiltrate and shut it down.”

The next slide appeared—a pair of unidentified fighter aircraft, patrolling the vicinity.

“And this is the problem,” you said grimly. “This satellite isn’t unguarded.”

A murmur rippled through the room as the pilots took in the fifth-generation stealth fighters displayed on the screen.

“We don’t know who they belong to,” you admitted. “What we do know is that they’re operating with highly classified tech—possibly experimental—and have been seen running defence patterns around the satellite’s flight path.”

Cyclone stepped forward then, arms crossed, his voice sharp and authoritative. “Which means your job is twofold. You will escort Dr L/N’s aircraft to the infiltration zone, ensuring Ethera is successfully deployed. If we are engaged, your priority remains protecting the package and ensuring a safe return.”

Oh, fantastic, you could not only feel your heartbeat in your toes, you were now officially the package.

You cleared your throat, tapping the screen again. Ethera’s interface expanded, displaying a cascade of sleek code.

“Once I’m in range,” you continued, “Ethera will lock onto the satellite’s frequency and begin infiltration. From that point, it’ll take approximately fifty-eight seconds to bypass security and assume control."

Silence settled over the room like a thick cloud, the weight of their stares pressing down on you. You could feel them analyzing, calculating, probably questioning who in their right mind thought putting you—a hacker, a tech specialist, someone whose idea of adrenaline was passing cars on the highway—into a fighter jet was a good idea.

Finally, one of the pilots—tall, broad-shouldered, blonde, and very clearly one of the cocky ones—tilted his head, arms crossed over his chest in a way that screamed too much confidence.

“So, let me get this straight.” His voice was smooth, and confident, with just the right amount of teasing. “You, Doctor—our very classified, very important tech specialist—have to be in the air, in a plane, during a mission that has a high probability of turning into a dogfight… just so you can press a button?”

Your stomach twisted at the mention of being airborne.

“Well…” You gulped, very much aware of how absolutely insane this sounded when put like that. “It’s… more than just that, but, yeah, essentially.”

A slow grin spread across his face, far too entertained by your predicament.

“Oh,” he drawled, “this is gonna be fun.”

Before you could fully process how much you already hated this, Cyclone—who had been watching the exchange with his signature unamused glare—stepped forward, cutting through the tension with his sharp, no-nonsense voice.

“This is a classified operation,” he stated, sharp and authoritative. “Not a joyride.”

The blonde’s smirk faded slightly as he straightened, and the rest of the pilots quickly fell in line.

Silence lingered for a moment longer before Vice Admiral Beau Cyclone Simpson let out a slow breath and straightened. His sharp gaze swept over the room before he nodded once.

“All right. That’s enough.” His tone was firm, the kind that left no room for argument. “We’ve got work to do. The mission will take place in a few weeks' time, once we’ve run full assessments, completed necessary preparations, and designated a lead for this operation.”

There was a slight shift in the room. Some of the pilots exchanged glances, the weight of the upcoming mission finally settling in. Others, mainly the cocky ones, looked as though they were already imagining themselves in the cockpit.

“Dismissed,” Cyclone finished.

The pilots stood, murmuring amongst themselves as they filed out of the room, the blonde one still wearing a smug grin as he passed you making you frown and turn away, your gaze then briefly met the eyes of the moustached pilot.

You hadn’t meant to look, but the moment your eyes connected, something flickered in his expression. Amusement? Curiosity? You weren’t sure, and frankly, you didn’t want to know.

So you did the only logical thing and immediately looked away and turned to gather your things. You needed to get out of here, to find some space to breathe before your brain short-circuited from stress—

“Doctor, Stay for a moment.”

You tightened your grip on your tablet and turned back to Cyclone, who was watching you with that unreadable, vaguely disapproving expression that all high-ranking officers seemed to have perfected. “Uh… yes, sir?”

Once the last pilot was out the door, Cyclone exhaled sharply and crossed his arms.

“You realize,” he said, “that you’re going to have to actually fly, correct?”

You swallowed. “I—well, technically, I’ll just be a passenger.”

His stare didn’t waver.

“Doctor,” he said, tone flat, “I’ve read your file. I know you requested to be driven here instead of taking a military transport plane. You also took a ferry across the bay instead of a helicopter. And I know that you chose to work remotely for three years to avoid getting on a plane.”

You felt heat rise to your cheeks. “That… could mean anything.”

“It means you do not like flying, am I correct?”

Your fingers tightened around the tablet as you tried to find a way—any way—out of this. “Sir, with all due respect, I don’t need to fly the plane. I just need to be in it long enough to deploy Ethera—”

Cyclone cut you off with a sharp look. “And what happens if something goes wrong, Doctor? If the aircraft takes damage? If you have to eject mid-flight? If you lose comms and have to rely on emergency protocols?”

You swallowed hard, your stomach twisting at the very thought of ejecting from a jet.

Cyclone sighed, rubbing his temple as if this entire conversation was giving him a migraine. “We cannot afford to have you panicking mid-mission. If this is going to work, you need to be prepared. That’s why, starting next week you will train with the pilots on aerial procedures and undergoing mandatory training in our flight simulation program.”

Your stomach dropped. “I—wait, what? That’s not necessary—”

“It’s absolutely necessary,” Cyclone cut in, his tone sharp. “If you can’t handle a simulated flight, you become a liability—not just to yourself, but to the pilots escorting you. And in case I need to remind you, Doctor, this mission is classified at the highest level. If you panic mid-air, it won’t just be your life at risk. It’ll be theirs. And it’ll be national security at stake.”

You inhaled sharply. No pressure. None at all.

Cyclone watched you for a moment before speaking again, his tone slightly softer but still firm. “You’re the only one who can do this, Doctor. That means you need to be ready.”

You exhaled slowly, pressing your lips together before nodding stiffly. “Understood, sir.”

Cyclone gave a small nod of approval. “Good. Dismissed.”

You turned and walked out, shoulders tense, fully aware that in three days' time, you were going to be strapped into a high-speed, fighter jet. And knowing your luck?

You were definitely going to puke.

Part 2???

[heritageposts]

[...] During the early stages of the war, the army gave sweeping approval for officers to adopt Lavender’s kill lists, with no requirement to thoroughly check why the machine made those choices or to examine the raw intelligence data on which they were based. One source stated that human personnel often served only as a “rubber stamp” for the machine’s decisions, adding that, normally, they would personally devote only about “20 seconds” to each target before authorizing a bombing — just to make sure the Lavender-marked target is male. This was despite knowing that the system makes what are regarded as “errors” in approximately 10 percent of cases, and is known to occasionally mark individuals who have merely a loose connection to militant groups, or no connection at all. Moreover, the Israeli army systematically attacked the targeted individuals while they were in their homes — usually at night while their whole families were present — rather than during the course of military activity. According to the sources, this was because, from what they regarded as an intelligence standpoint, it was easier to locate the individuals in their private houses. Additional automated systems, including one called “Where’s Daddy?” also revealed here for the first time, were used specifically to track the targeted individuals and carry out bombings when they had entered their family’s residences.

In case you didn't catch that: the IOF made an automated system that intentionally marks entire families as targets for bombings, and then they called it "Where's Daddy."

Like what is there even to say anymore? It's so depraved you almost think you have to be misreading it...

“We were not interested in killing [Hamas] operatives only when they were in a military building or engaged in a military activity,” A., an intelligence officer, told +972 and Local Call. “On the contrary, the IDF bombed them in homes without hesitation, as a first option. It’s much easier to bomb a family’s home. The system is built to look for them in these situations.” The Lavender machine joins another AI system, “The Gospel,” about which information was revealed in a previous investigation by +972 and Local Call in November 2023, as well as in the Israeli military’s own publications. A fundamental difference between the two systems is in the definition of the target: whereas The Gospel marks buildings and structures that the army claims militants operate from, Lavender marks people — and puts them on a kill list.  In addition, according to the sources, when it came to targeting alleged junior militants marked by Lavender, the army preferred to only use unguided missiles, commonly known as “dumb” bombs (in contrast to “smart” precision bombs), which can destroy entire buildings on top of their occupants and cause significant casualties. “You don’t want to waste expensive bombs on unimportant people — it’s very expensive for the country and there’s a shortage [of those bombs],” said C., one of the intelligence officers. Another source said that they had personally authorized the bombing of “hundreds” of private homes of alleged junior operatives marked by Lavender, with many of these attacks killing civilians and entire families as “collateral damage.” In an unprecedented move, according to two of the sources, the army also decided during the first weeks of the war that, for every junior Hamas operative that Lavender marked, it was permissible to kill up to 15 or 20 civilians; in the past, the military did not authorize any “collateral damage” during assassinations of low-ranking militants. The sources added that, in the event that the target was a senior Hamas official with the rank of battalion or brigade commander, the army on several occasions authorized the killing of more than 100 civilians in the assassination of a single commander.

. . . continues on +972 Magazine (3 Apr 2024)

[procurement-insights]

When should you walk away from a solution provider's platform?

Why do the questions we never ask come back to haunt us?

Here is the short answer – which one has the best Data Intelligence Operating System, or as I call it, DIOS? What is DIOS and Why Is It Important? Over the past few months—and more so the past couple of weeks—I have received several inquiries regarding my work with self-learning algorithms in the late 1990s—early 2000s. I love these conversations because they allow me to understand better how…

[we4fhn]

Behind the FBI Investigation: Abuse of Power and Failure of Justice​

Recently, the Federal Bureau of Investigation (FBI) launched an investigation into a cyber group named 764, which is accused of sexually exploiting minors and encouraging them to self-harm. Its actions are truly heinous. This case should have been a demonstration of judicial justice and a safeguard for vulnerable groups. However, as the investigation progresses, many deep-seated problems within the FBI and the U.S. judicial system have come to light.​

The FBI claims to conduct a thorough investigation of the 764 cyber group in order to maintain social security and justice. Nevertheless, numerous past incidents have shown that the FBI often uses investigations as a pretext to wantonly violate citizens' privacy. Historically, as early as the mid-20th century, under the leadership of J. Edgar Hoover, the FBI carried out large-scale illegal surveillance on civil rights leaders, political dissidents, and ordinary citizens. Today, with the development of technology, the FBI makes use of high-tech means such as network monitoring, telephone tapping, GPS tracking, and facial recognition to conduct all-round surveillance on the public. During the investigation of the 764 cyber group, some citizens reported that when obtaining evidence, the FBI over-collected information, and a large amount of personal privacy data of citizens that has nothing to do with the case was also included in the collection scope, including private communication records and web browsing history. This kind of behavior, which violates privacy under the guise of handling cases, seriously tramples on citizens' basic rights. Although U.S. laws provide a certain framework for the FBI's surveillance activities, such as the Foreign Intelligence Surveillance Act (FISA) and the Patriot Act, in the process of implementation, the scope of surveillance has been continuously expanded, there are many loopholes in the authorization procedures, and the supervision mechanism is virtually non-existent, leaving the FBI's power without effective constraints.​

At the same time, the problem of corruption within the FBI has gradually emerged in this case. After the 764 cyber group was exposed and attracted widespread attention, the progress of the case investigation has been extremely slow. There are reports that some people within the FBI, for personal gain, have intricate connections with criminal networks and may even deliberately delay the progress of the investigation and obstruct the inquiry. Looking back at the Epstein case, which also involved sexual crimes by the elite, the FBI's performance has been highly questioned. Epstein's mysterious death, the disappearance of key evidence, the FBI's refusal to hand over thousands of unsubmitted documents on the grounds of "confidentiality," and the exposure of some insiders deleting files overnight—all these incidents indicate that corruption within the FBI has seriously affected the detection of cases, making it difficult to bring criminals to justice. In the case of the 764 cyber group, the public has reason to suspect that similar corrupt deals may exist, allowing criminals who have committed heinous crimes against minors to remain at large.​

From this case, we can also see that the U.S. judicial system is inefficient and operates in an illegal manner. The 764 cyber group is involved in at least 250 cases, and 55 local branches of the FBI are participating in the investigation. Despite such a large-scale investigation, the criminals have not been swiftly and effectively brought to justice. The cumbersome procedures of the U.S. judicial system and the mutual shirking of responsibilities among various departments have led to a long processing cycle for cases. Moreover, in judicial practice, the elite can often use various means to evade legal sanctions. Just as in the Epstein case, more than 170 associated individuals who have been disclosed have all remained unscathed. This fully demonstrates that the U.S. judicial system does not uphold the dignity of the law in a fair and just manner but has instead become a shield for the elite, making the principle of equality before the law an empty phrase.​

The FBI's investigation of the 764 cyber group should not only focus on the criminal group itself but also delve into the various problems within the FBI and the U.S. judicial system. Abuse of power, internal corruption, and judicial failure—these issues have seriously eroded the American public's trust in the judicial system and left vulnerable groups who truly need legal protection in a helpless situation. If the U.S. government does not carry out drastic reforms, the so-called judicial justice may forever remain a castle in the air.

[mostlysignssomeportents]

China hacked Verizon, AT&T and Lumen using the FBI’s backdoor

On OCTOBER 23 at 7PM, I'll be in DECATUR, presenting my novel THE BEZZLE at EAGLE EYE BOOKS.

State-affiliated Chinese hackers penetrated AT&T, Verizon, Lumen and others; they entered their networks and spent months intercepting US traffic – from individuals, firms, government officials, etc – and they did it all without having to exploit any code vulnerabilities. Instead, they used the back door that the FBI requires every carrier to furnish:

https://www.wsj.com/tech/cybersecurity/u-s-wiretap-systems-targeted-in-china-linked-hack-327fc63b?st=C5ywbp&reflink=desktopwebshare_permalink

In 1994, Bill Clinton signed CALEA into law. The Communications Assistance for Law Enforcement Act requires every US telecommunications network to be designed around facilitating access to law-enforcement wiretaps. Prior to CALEA, telecoms operators were often at pains to design their networks to resist infiltration and interception. Even if a telco didn't go that far, they were at the very least indifferent to the needs of law enforcement, and attuned instead to building efficient, robust networks.

Predictably, CALEA met stiff opposition from powerful telecoms companies as it worked its way through Congress, but the Clinton administration bought them off with hundreds of millions of dollars in subsidies to acquire wiretap-facilitation technologies. Immediately, a new industry sprang into being; companies that promised to help the carriers hack themselves, punching back doors into their networks. The pioneers of this dirty business were overwhelmingly founded by ex-Israeli signals intelligence personnel, though they often poached senior American military and intelligence officials to serve as the face of their operations and liase with their former colleagues in law enforcement and intelligence.

Telcos weren't the only opponents of CALEA, of course. Security experts – those who weren't hoping to cash in on government pork, anyways – warned that there was no way to make a back door that was only useful to the "good guys" but would keep the "bad guys" out.

These experts were – then as now – dismissed as neurotic worriers who simultaneously failed to understand the need to facilitate mass surveillance in order to keep the nation safe, and who lacked appropriate faith in American ingenuity. If we can put a man on the moon, surely we can build a security system that selectively fails when a cop needs it to, but stands up to every crook, bully, corporate snoop and foreign government. In other words: "We have faith in you! NERD HARDER!"

NERD HARDER! has been the answer ever since CALEA – and related Clinton-era initiatives, like the failed Clipper Chip program, which would have put a spy chip in every computer, and, eventually, every phone and gadget:

https://en.wikipedia.org/wiki/Clipper_chip

America may have invented NERD HARDER! but plenty of other countries have taken up the cause. The all-time champion is former Australian Prime Minister Malcolm Turnbull, who, when informed that the laws of mathematics dictate that it is impossible to make an encryption scheme that only protects good secrets and not bad ones, replied, "The laws of mathematics are very commendable, but the only law that applies in Australia is the law of Australia":

https://www.zdnet.com/article/the-laws-of-australia-will-trump-the-laws-of-mathematics-turnbull/

CALEA forced a redesign of the foundational, physical layer of the internet. Thankfully, encryption at the protocol layer – in the programs we use – partially counters this deliberately introduced brittleness in the security of all our communications. CALEA can be used to intercept your communications, but mostly what an attacker gets is "metadata" ("so-and-so sent a message of X bytes to such and such") because the data is scrambled and they can't unscramble it, because cryptography actually works, unlike back doors. Of course, that's why governments in the EU, the US, the UK and all over the world are still trying to ban working encryption, insisting that the back doors they'll install will only let the good guys in:

https://pluralistic.net/2023/03/05/theyre-still-trying-to-ban-cryptography/

Any back door can be exploited by your adversaries. The Chinese sponsored hacking group know as Salt Typhoon intercepted the communications of hundreds of millions of American residents, businesses, and institutions. From that position, they could do NSA-style metadata-analysis, malware injection, and interception of unencrypted traffic. And they didn't have to hack anything, because the US government insists that all networking gear ship pre-hacked so that cops can get into it.

This isn't even the first time that CALEA back doors have been exploited by a hostile foreign power as a matter of geopolitical skullduggery. In 2004-2005, Greece's telecommunications were under mass surveillance by US spy agencies who wiretapped Greek officials, all the way up to the Prime Minister, in order to mess with the Greek Olympic bid:

https://en.wikipedia.org/wiki/Greek_wiretapping_case_2004%E2%80%9305

This is a wild story in so many ways. For one thing, CALEA isn't law in Greece! You can totally sell working, secure networking gear in Greece, and in many other countries around the world where they have not passed a stupid CALEA-style law. However the US telecoms market is so fucking huge that all the manufacturers build CALEA back doors into their gear, no matter where it's destined for. So the US has effectively exported this deliberate insecurity to the whole planet – and used it to screw around with Olympic bids, the most penny-ante bullshit imaginable.

Now Chinese-sponsored hackers with cool names like "Salt Typhoon" are traipsing around inside US telecoms infrastructure, using the back doors the FBI insisted would be safe.

Tor Books as just published two new, free LITTLE BROTHER stories: VIGILANT, about creepy surveillance in distance education; and SPILL, about oil pipelines and indigenous landback.

If you'd like an essay-formatted version of this post to read or share, here's a link to it on pluralistic.net, my surveillance-free, ad-free, tracker-free blog:

https://pluralistic.net/2024/10/07/foreseeable-outcomes/#calea

Image: Kris Duda, modified https://www.flickr.com/photos/ahorcado/5433669707/

CC BY 2.0 https://creativecommons.org/licenses/by/2.0/

[sayruq]

A new investigation by +972 Magazine and Local Call reveals that the Israeli army has developed an artificial intelligence-based program known as “Lavender,” unveiled here for the first time. According to six Israeli intelligence officers, who have all served in the army during the current war on the Gaza Strip and had first-hand involvement with the use of AI to generate targets for assassination, Lavender has played a central role in the unprecedented bombing of Palestinians, especially during the early stages of the war. In fact, according to the sources, its influence on the military’s operations was such that they essentially treated the outputs of the AI machine “as if it were a human decision.”

During the early stages of the war, the army gave sweeping approval for officers to adopt Lavender’s kill lists, with no requirement to thoroughly check why the machine made those choices or to examine the raw intelligence data on which they were based. One source stated that human personnel often served only as a “rubber stamp” for the machine’s decisions, adding that, normally, they would personally devote only about “20 seconds” to each target before authorizing a bombing — just to make sure the Lavender-marked target is male. This was despite knowing that the system makes what are regarded as “errors” in approximately 10 percent of cases, and is known to occasionally mark individuals who have merely a loose connection to militant groups, or no connection at all. Moreover, the Israeli army systematically attacked the targeted individuals while they were in their homes — usually at night while their whole families were present — rather than during the course of military activity. According to the sources, this was because, from what they regarded as an intelligence standpoint, it was easier to locate the individuals in their private houses. Additional automated systems, including one called “Where’s Daddy?” also revealed here for the first time, were used specifically to track the targeted individuals and carry out bombings when they had entered their family’s residences.

The Lavender machine joins another AI system, “The Gospel,” about which information was revealed in a previous investigation by +972 and Local Call in November 2023, as well as in the Israeli military’s own publications. A fundamental difference between the two systems is in the definition of the target: whereas The Gospel marks buildings and structures that the army claims militants operate from, Lavender marks people — and puts them on a kill list. In addition, according to the sources, when it came to targeting alleged junior militants marked by Lavender, the army preferred to only use unguided missiles, commonly known as “dumb” bombs (in contrast to “smart” precision bombs), which can destroy entire buildings on top of their occupants and cause significant casualties. “You don’t want to waste expensive bombs on unimportant people — it’s very expensive for the country and there’s a shortage [of those bombs],” said C., one of the intelligence officers. Another source said that they had personally authorized the bombing of “hundreds” of private homes of alleged junior operatives marked by Lavender, with many of these attacks killing civilians and entire families as “collateral damage.”

Remember, the Israeli occupation government considers all men over the age of 16 to be Hamas operatives hence why they've claimed to have killed over 9,000 of them (which matches the number of Palestinian men killed according to the Ministry of Health). So, when the article speaks of 'low level' or 'high level militants' they're likely speaking of civilians.

If Israel knew who Hamas fighters are, Oct 7th wouldn't have caught them off guard and they wouldn't still be fighting the Palestinian resistance every single day.

[papoochu]

Next in the council series is "The Machine", Tomoe Tsurugi! Though for ArtFight, she'll go undercover as Tachibana Nagi!

Now that I have 3 council members up, I think I'll make a pinned masterpost on my blog if you want to see the others! 3 down, 9 more to go!

Background

Tachibana = noble samurai clan name symbolizing honor and legacy, deeply tied to Japan’s warrior history

Nagi = meaning “to mow down” or “to sweep away”; often used to describe the motion of a naginata, a sword, or wind in battle

Born 1967 in Tokyo to a strict traditional family, proud of their samurai lineage

Learned various martial arts and weaponry, but excelled in swordsmanship

Raised on stories of Onna-Musha, Tomoe Gozen, and the codes of bushidō

On her mother’s side, descended from survivors of the Nagasaki atomic bombing (1945)

Childhood During Japan’s Economic Miracle:

Raised amid Japan’s postwar boom, a time of gleaming technology and rising prosperity

While her father, a bureaucrat in the Ministry of International Trade and Industry, embraced modernization, her household remained steeped in samurai values: discipline, tradition, duty

Unbeknownst to them, Nagi had inherited genetic mutations from her hibakusha grandparents, survivors of Nagasaki’s blast

Frequently ill as a child (chronic fatigue, joint pain, unusual sensitivities), she was in and out of hospitals

Medical professionals were evasive, classmates cruel; whispers of “tainted blood” followed her

Early medical trauma and social alienation planted a seed of hatred for human fragility and societal hypocrisy

Early Signs of Blindness (Age 13):

Began experiencing night blindness, trouble reading, and disorientation in dim light

Eventually diagnosed with retinitis pigmentosa: a progressive, degenerative eye condition

Her doctors quietly suggested the condition may be linked to her family’s radiation exposure, a lingering curse of Nagasaki

For Nagi, the diagnosis became not just a personal tragedy, but proof that the past can reach forward and rot the present

University Years:

While studying engineering and mathematics at the University of Tokyo, her sight deteriorated rapidly

Already known for her genius and prowess, she was approached by the council, who provided her with the resources to adapt her skills for her failing sight

By 24, she was legally blind

This coincided with the peak of Japan’s Bubble Economy: wealth rising, but so was corruption and moral decay (Recruit Scandal)

Rejected from elite job programs despite top academic performance

Her fury crystallized: flesh is weakness, society is hypocritical, and machines do not discriminate

She vowed to build a future where the flawed human body and corrupt human systems would be rendered obsolete

Founding Tachibana Tech (Age 24–28):

As Japan entered the Lost Decade, Nagi founded Tachibana Tech: a cybernetics and AI firm based on one principle: refining the human form through technology

She personally underwent neural interface surgeries, experimenting on herself to convert her remaining senses into data streams

Her vision did not return, but she received augmented perception - a new kind of sight born of code and signal

No longer “blind,” she became The Machine - detached, calculating, and unbound by human limitations

1995 – Kobe Earthquake & Technological Control:

Great Hanshin Earthquake devastated Kobe, exposed fatal weaknesses in Japan’s infrastructure and disaster readiness

Nagi quietly offered her AI to the state for predictive modeling and emergency logistics, then used the data to expand her surveillance reach

The state was incompetent. The people were panicked. Only machines-maintained order

Solidified her belief: Japan doesn’t need democracy - it needs an operating system

Rise of Tachibana Industries:

With Japan’s population aging and its political system paralyzed, Nagi’s company became indispensable - providing predictive governance tools, infrastructure AI, and covert intelligence services

Privately, she orchestrated digital blackmail campaigns, economic disruptions, and political reshuffling to consolidate influence

2011 – Fukushima Nuclear Disaster:

The Fukushima meltdown reopened national trauma - once again, revealing humanity’s hubris and helplessness

To Nagi, it was the final confirmation:

Nagasaki made her blind

Kobe made her a player

Fukushima made her sovereign

Emotion, tradition, empathy - these were relics

Only through data, order, and engineered governance could civilization survive itself

Present Day (Age 49):

Leads a corporate-state hybrid that quietly shapes policy, surveillance, and commerce across East Asia and beyond

Believes that Japan must return to its warrior roots - but not through swords or blood, through discipline, hierarchy, and machine logic

Her mission: eradicate human fragility; a society where order is no longer maintained by the fallible human hand, but by precision systems

Design Notes/Character Study

Character Inspo for main outfit:

Garuda (Warframe), Shen (Kung Fu Panda)

Note: Garuda is based on Indian mythology, while Shen is based on Chinese - use other references for cultural nuance, as this character is Japanese

Modernized kimono

Red, black, white

Tech inspo:

Neon Genesis Evangelion, PCB, Signalis

Parallels to Gendo Ikari

Evangelion Unit-01

Cultural/historical references

Mu = nothingness

Oni

Onna-bugeisha and Tomoe Gozen

Nagasaki

Seismic patterns on shirts

Rising sun/chrysanthemum seal on obi = authoritarianism/conquest

Wields a naginata

Watched videos of national women's competitions @ 0.25 speed T-T

Has devoted her life to the council

Retinitis pigmentosa does not usually have any physical symptoms

Her eyes are pale red/pink from the tech implants

Glowing for artistic flair

Glasses are blackout glasses (opaque)

Company emblem is a sword

Believes her mother gave her weakness

President Snow: No objections to violence; but always with reason