#AI pricing insights

[jarlhalla]

Chapter 1. Introduction 1.1. Overview of AI Advancements 1.2. Importance of Big Tech in AI Development Chapter 2. Google’s AI Innovations 2.1. Personalized Podcasts from Search Data 2.2. Enhancing User Engagement 2.3. Impact on Information Accessibility Chapter 3. Microsoft’s Open Source Efforts 3.1. Introduction to Phi-4 Model 3.2. Collaboration on Hugging Face 3.3. Benefits for the AI…

[apieinvestavimapaprastai]

Explore Zscaler’s stock forecast for 2025–2029, analyzing its operations, financial performance, and competitive edge in cloud security. #Zscaler #ZS #Zerotrust #SASE #Cybersecurityinvestment #ZSstockforecast #Stockpriceanalysis #Techstocks #AIsecuritysolutions #Investmentopportunities

[semanticlp]

Coforge Technologies Australia Completes 100% Acquisition of TMLabs Pty Ltd

Coforge Limited has announced that its wholly owned subsidiary, Coforge Technologies Australia Pty Ltd, has successfully completed the acquisition of 100% of the outstanding shares of TMLabs Pty Ltd, in line with the terms of the Share Sale Agreement previously disclosed on March 5, 2025. This acquisition marks the formal closure of the transaction, wherein Coforge Technologies Australia has…

[jcmarchi]

Master PTZ Control with BirdDog KBD PTZ Controller - In Stock Now!

New Post has been published on https://thedigitalinsider.com/master-ptz-control-with-birddog-kbd-ptz-controller-in-stock-now/

Master PTZ Control with BirdDog KBD PTZ Controller - In Stock Now!

On This Weeks Videoguys Live, Join James and Christian to experience the power of the BirdDog KBD Controller! Watch the launch show to explore its advanced PTZ control features. Available now at Videoguys! Order yours today!

BirdDog KBD Controller

A world-first AI integrated PTZ controller allows you to interact with camera AI functionality directly on the keyboard. Enable AI Auto Tracking, select targets, quickly take over… the power is in your hands. Built with a rugged, ergonomic design, including a hand-rest area and tactile buttons for seamless, extended use.​ View either Multiview, Full screen or Telemetry data in real-time directly on the large, sharp 5” screen.​

;

Buttons That Feel Like Buttons Each button has an individual sensor giving a positive action when pressed. No need to take your eyes off the prize.​

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An Affordable Innovation Refined through user insight, KBD offers unmatched precision, comfort, and eco-conscious design—all at an accessible price.​

Multiview Built Right In Monitor up to 4 cameras simultaneously via the built-in Multiviewer. Live Tally borders show you what cameras are live on air. Focus in on a single camera for more accurate framing with the touch of a button! ​

Daytime Or Night Owl Both on screen and WebUI sport daytime and night modes for high contrast and low distractions in all production scenarios.​

API Love Easily control camera selection externally via simple RESTful API controls, trigger camera control to follow program outputs from your switcher.​

Integrated Tally Borders Ensure you are always on the mark with live Tally borders, reframe cameras that are not on air with confidence, and fine-tune shots while on air with finesse.​

Super-Fine Control Mode Switch to ‘fine-tune’ mode for 10x joystick sensitivity, perfect for precise, on-air reframing with ease.​

Ultimate Connectivity Supports NDI, VISCA, ONVIF, RS-232, and RS-422, ensuring versatility across workflows.​

KBD Workflow The Centre of your next production. KBD interacts with all cameras* for precise control, embeds directly on your NDI network and can be automated for ulte-integrated productions.​ Never. Miss. A. Shot.​

KBD + PTZ Cameras Combos and Bundles

[adrosi]

Stay Updated on NVIDIA Stock Price in India – Latest Trends & Market Insights

Are you tracking the NVIDIA stock price in India? Whether you're a seasoned investor or just getting started, staying informed about NVIDIA's market trends is crucial for making smart investment decisions.

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[appandsoftware1]

How NexMind Automates SEO Tasks for Top Rankings 2023

NexMind, an innovative AI-powered application that transforms how you run SEO duties and create content, can help you achieve extraordinary marketing success. Are you tired of doing keyword searches manually especially when you have a lot of work to do? Finding the right keyword for Google to rank for is not easy. It requires a lot of hard work in this fast-paced world. That’s why NexMind comes…

[airosuiren]

𝔚𝔥𝔞𝔱’𝔰 𝔏𝔢𝔣𝔱 𝔚𝔥𝔢𝔫 𝔗𝔥𝔢𝔶 𝔖𝔢𝔢 𝔜𝔬𝔲

A/N: This part right here? This is where the story shifts from pain to power. Where [Y/N] stops chasing apologies—and starts building empires. This isn’t about them "realizing your worth." It’s about you realizing you never needed their permission in the first place. The applause is hollow. The recognition comes too late. And our girl? She doesn’t reach back. She rises. Get ready to watch them mourn the ghost they made—and realize too late that survival looks a lot like greatness.

Thank You @arislia for this Idea!

@bunniotomia, I AM SORRY FOR NOT TAGGING YOU, ILY.

𝔓𝔞𝔯𝔱 1, 𝔓𝔞𝔯𝔱 2

The moment the League put their survival in your hands, something shifted. Not in them. In you.

You felt it when Bruce didn’t interrupt you. When Diana called your analysis “brutal and brilliant.” When Clark told you he trusted your judgment more than the AI system they'd built.

Suddenly, everyone wanted to listen. Wanted your insight, your damage control, your vision.

Funny how people only see you when you become useful.

The plan worked. Your strategy went live—waves of disinformation, fake leaks, public interviews. You weaponized truth like a scalpel. You peeled back the hysteria and made it bleed your version of the story.

And it worked.

Gotham didn’t burn. The League wasn’t outed. The world stayed intact.

But nothing in you celebrated.

Because the price wasn’t paid by the League. It was paid by the kid who sat at the edge of the Batcave years ago, hoping for a word. A nod. A chance.

They gave you credit now. Applause. Praise.

Too late. It was always too late.

Tim said he was sorry. Dick offered to reconnect. Damian looked like he wanted to ask how you’d done it all—but couldn’t bring himself to.

And Bruce?

He said, “You did good.”

You wanted to laugh.

You did great. You saved their world. And it still felt hollow.

Because part of you was still in that Manor, starving for warmth. Part of you still remembered the cold shoulder, the locked door, the day Alfred stopped checking if you came down for breakfast.

The world could sing your name. The League could hand you titles, roles, endless offers.

It didn’t matter.

Because you weren’t theirs anymore.

You walked away.

From Gotham. From the Manor. From the past.

You accepted the Kents’ invitation. Helped expand the Queens’ foundation. Took over policy initiatives that reshaped cities.

People called you a visionary.

But you were still just a kid who survived being forgotten.

And that pain? It never leaves. It just sharpens you. Refines you. Burns everything soft out of you until all that’s left is brilliance and bite.

You didn’t need them to love you.

You learned how to do that yourself.

And that?

That was the scariest thing they ever saw.

EPILOGUE (DARKER VERSION): The Ghost They Built

Years passed.

You didn’t return for funerals. Or birthdays. Or anniversaries. You sent flowers once—anonymous. Bruce knew it was you. So did Alfred.

You never answered their calls.

They watched your life unfold through screens. News cycles. Feature articles. TED Talks and awards and photos of you shaking hands with world leaders.

You were a household name. A force. Gotham’s own myth—not for crime, not for tragedy. For power.

Sometimes, Bruce would sit alone in the cave and reread your strategy dossier. The one that saved them all. The one they never framed or displayed.

Sometimes, Damian would stare too long at a photo of you and quickly look away.

And sometimes, Alfred would make tea for two. Out of habit.

But you? You stopped looking back.

Because ghosts don’t haunt the places they escaped.

They haunt the people who let them die there.

𝔅𝔬𝔫𝔲𝔰 (𝓦𝓱𝓪𝓽 𝓘𝓯 𝔂𝓸𝓾 𝓼𝓽𝓪𝔂𝓮𝓭)

(Based on this prompt link)

You stayed.

You stayed in the Manor even when it rotted you from the inside out. You stayed on patrol even when they benched you emotionally. You trained harder. Longer. Not because you were loved. Because you were angry.

Angry that no one cared. Angry that you had to prove you were worth breathing their air.

You became a ghost in your own home. A silent weapon in the background. They forgot you were there—until they needed a soldier.

And when the new threat surfaced—a dark coalition of villains—Justice League level—you fought beside them. Bleeding for them. Dying for them in slow, unnoticed ways.

And they didn’t even notice when you were missing.

It wasn’t even a complicated plan.

A misstep. A call that went unanswered. An empty alley. A chloroform cloth and no backup.

The "League of Villains" (or whatever flashy name they called themselves) didn't want you because you were powerful.

They wanted you because you were forgotten.

Because what better bait than the child no one even remembered was missing?

It played on every Justice League screen.

Static. Then—clarity.

You tied to a chair. Wrists shredded against restraints. Bombs wired around you like a grotesque necklace. Mouth taped. Muzzle strapped tight.

Blood dried at your temple. Your body slumped but alive. Barely.

The Joker stood behind you—grinning like a nightmare.

He pointed the camera down, zooming in on your eyes.

Eyes that looked too much like Martha Wayne’s.

"Look familiar, Batsy?" he crooned, fingers digging into your cheeks like a puppeteer. "Missed one of your little ducklings. Tsk, tsk. Family man, my ass."

He laughed.

Then leaned in closer to your face.

"They don't even remember you're missing, do they?"

You blinked. Once. Twice.

And in that moment? Everyone watching saw it.

The brokenness. The hollow, aching scream you couldn't make.

They tried.

Diana. Clark. Barry. Bruce.

Every satellite. Every lead.

Too late.

Always too late.

The last thing you saw was the red digital countdown reflected in Joker’s laughing eyes.

The last thing they saw was you— looking directly into the camera.

Unblinking. Silent. Waiting.

Boom.

The screen went dark.

There was no body to bury. No last words. No goodbyes.

Just ashes. And guilt that swallowed them whole.

They forgot you when you were alive.

They remembered you only when you were dust.

You didn’t haunt Gotham’s alleys.

You haunted them.

You became the silence between their victories. The guilt behind their smiles. The graveyard stitched into every mission they survived.

You were their second Jason.

But this time?

There would be no resurrection.

𝓒𝓵𝓪𝓻𝓴'𝓼 𝓡𝓮𝓪𝓬𝓽𝓲𝓸𝓷

The conference room smelled like panic and sweat.

The Justice League stared at the blackened monitor—the final static-flicker of the explosion still burned into the air like a brand.

The chair she had been strapped to was gone. She was gone.

And Clark Kent—the beacon of hope, the man who once believed in second chances, in forgiveness, in the good in everyone— stood like a storm barely contained.

His fists clenched. The windows trembled. The concrete under his boots spiderwebbed with cracks.

And no one spoke.

Because they knew. They knew he had warned them.

Two weeks ago.

"Where’s [Y/N]?" Clark’s voice had been calm then. Mild concern.

Bruce hadn’t even looked up from his work.

"Fine. Busy," he muttered.

Clark pressed. "I haven’t heard her on comms. Haven’t seen her in patrol rotations."

"Training elsewhere," Bruce clipped back. "Focus on the real threat."

Clark’s jaw tightened. He looked to Diana. To Oliver. To anyone.

But no one moved.

And Clark? He let it go. Because he thought—surely—they would notice if something was wrong.

Surely they loved her enough.

Now.

Clark turned, slow and deliberate, facing the Bat.

"You left her," he said, voice low and dangerous.

Bruce stood silent, fists tight at his sides.

"You forgot her," Clark growled. "You forgot your daughter."

His hands slammed the table. The entire room shook.

"Superman—" Diana started.

"No." His eyes burned. Blue ice. Wild rage. "Don’t ‘Superman’ me."

He pointed at Bruce.

"You left Jason to die. And now you've done it again."

Bruce's mouth tightened. He said nothing.

"And you," Clark spun to the others, his voice cracking with fury. "All of you—you let it happen."

No one spoke. No one could.

Because there wasn’t a single excuse in the world that could erase the truth.

Later, Clark would stand alone at the remnants of the transmission room.

The place smelled like burnt ozone. It smelled like regret.

He knelt—slowly, reverently—at the last place she had been seen alive.

And in the quiet, he whispered the only words he had left:

"I'm sorry. I'm so sorry. I should have fought harder."

But the dead don't hear apologies.

And Superman— Superman would never forgive himself.

Not for this. Not for her.

Not ever.

A/N: This was never about being chosen. This was never about being welcomed back. This was about surviving what they did. About becoming something so sharp, so brilliant, so unstoppable — they could only watch from the outside. They didn’t lose you when you walked away. They lost you the day they made you feel like you had to earn your place at all. You didn’t become a ghost because you wanted to be feared. You became a ghost because they left you no other way to live. And now? Now you are the silence after the storm. The blade they forgot they forged. You are what they buried — And what will outlast them all.

—Your still-proud, still-scorched, always-rising author 🖤🔥

Taglist: @feral-childs-word, @trashlanternfish360, @astro-girly1, @suneaterscape, @thatcatladywrites, @arislia, @kittzu, @ottjhe, @tinybrie, @wpdarlingpan, @ryuushou, @simpingpandas, @lettucel0ver, @moonxmio, @kneelforloki, @sirenetheblogger, @xzmickeyzx, @ironsaladwitch, @lithiumval, @starsdotalk, @fortunatelydifferentqueen, @ocean-mochi

Let me know if I missed someone!

[optiblog]

OPTİVİSER - GOLD

Welcome to Optiviser.com, your ultimate guide to navigating the complex world of electronics in 2024. As technology continues to evolve at a rapid pace, finding the right devices that suit your needs can be overwhelming. In this blog post, we’ll harness the power of AI to help you make informed choices with our comprehensive electronics comparison. We’ll take a closer look at the top smart home devices that are revolutionizing how we live and work, providing convenience and efficiency like never before. Additionally, we’ll offer expert laptop recommendations tailored to various lifestyles and budgets, ensuring you find the perfect match for your daily tasks. 

AI-powered Electronics Comparison

In today's fast-paced technological landscape, making informed choices about electronics can be overwhelming. An AI-powered Electronics Comparison tool can help streamline this process by providing insights that cater to specific user needs. These advanced tools utilize algorithms that analyze product features, specifications, and user reviews, resulting in a tailored recommendation for buyers.

As we delve into the world of consumer technology, it's important to highlight the Top Smart Home Devices 2024. From smart thermostats to security cameras, these devices are becoming essential for modern households. They not only enhance convenience but also significantly improve energy efficiency and home safety.

For those looking for a new computer to enhance productivity or gaming experiences, consider checking out the latest Laptop Recommendations. Many platforms, including Optiviser.com, provide comprehensive comparisons and insights that can help consumers choose the best laptop suited to their needs, whether it’s for work, study, or leisure.

Top Smart Home Devices 2024

As we move into 2024, the landscape of home automation is evolving rapidly, showcasing an array of innovative gadgets designed to enhance comfort and convenience. In this era of AI-powered Electronics Comparison, selecting the right devices can be overwhelming, but we've highlighted some of the best Top Smart Home Devices 2024 that stand out for their functionality and user experience.

One of the most impressive innovations for this year is the latest AI-powered home assistant. These devices not only respond to voice commands but also learn your preferences over time, allowing them to offer personalized suggestions and perform tasks proactively. Imagine a device that can monitor your schedule and automatically adjust your home's temperature and lighting accordingly!

Moreover, security remains a top priority in smart homes. The Top Smart Home Devices 2024 include state-of-the-art security cameras and smart locks that provide robust protection while ensuring ease of access. With features like remote monitoring through your smartphone or integration with smart doorbells, keeping your home safe has never been easier. For more details on the comparisons and recommendations of these devices, you can check out Optiviser.com.

Laptop Recommendation

In today's fast-paced world, choosing the right laptop can be a daunting task. With numerous options available in the market, it's essential to consider various factors such as performance, portability, and price. At Optiviser.com, we provide an insightful guide to help you navigate through the vast array of choices. To streamline your decision-making process, we have developed an AI-powered Electronics Comparison tool that allows you to compare specifications and features of different laptops side by side.

This year, we have seen a surge in innovative laptops that cater to diverse needs. Whether for gaming, business, or everyday use, our top recommendations include models that excel in battery life, processing power, and display quality. For instance, consider the latest models from top brands, which have integrated the best features of Top Smart Home Devices 2024 trends, ensuring seamless connectivity and advanced functionalities.

Additionally, if you're looking for a laptop that can handle multitasking effortlessly, we suggest models equipped with the latest processors and ample RAM. Our detailed Laptop Recommendation section on Optiviser.com includes expert reviews and user feedback to help you choose a laptop that not only fits your budget but also meets your specific requirements.

[slaaverin]

Did you listen to Drama that he recommended? I think that song is a good insight to where they’re both at right now

Yes.

Putting down the lyrics:

Laying down inside And you say you're not surprised but you were (Woah) Now it's raining outside But if there's rain or not You can tell you're not okay From the way you hide And you're not knowing what the cure is tonight You can get all defensive silently Or you can try and accept it all Let's go You'll see The latter's me I open both my eyes And nothing's gonna get in the way I kept the stress alive I need a change, alright There's something wrong if you're calm in your life And you suddenly think That you're not feeling quite as you were last week If you stare at the state of your yesterdays Problems await I'll keep the drama out my head I could hang with my friends And be present, instead, for a while Keep the drama out my life Get distracted and high for the moment, yeah I think that's enough stress for one day No one hears what we say Either way, they can think what they like I open up and trust my choice I'm gon' hang with my boys And just take time, yeah Fuck my to-do list and my plans I'm gon' go to Japan Take the train, Tokyo to Kyoto Explore the world, hit Hawaii onto Lanai We can leave life behind, no problemo (No, oh-oh) No, it wouldn't mean shit to me See, the point I'm at right now What's about to go down Is uncertain, it seems, every time So I'm not wasting anymore Time to explore, for sure, yeah, yeah (Uh-uh, uh-uh) I paid the price I let my feelings get the best of me And I left myself tonight Embarrassment delivered And it comes as no surprise Feelin' pain right to the limit And it still won't sympathize I'll keep the drama out my head I'm gon' hang with my friends And just write I'll keep the drama out my life We can go where we like, that's right (Woah) Turn off the phone and keep it off It's okay to ignore and log off

It's totally in line with the concept of letting go of past worries and deciding to live your life freely, in the present moment.

Yes there have been anxieties but it seems they passed that and now they have decided to simply live their life the way they want.

ISN'T THIS GREAT???

ahhh isn't it hinting also on more AYS? 🤭

Good days ahead folks 👏🏻👏🏻 so proud of them 👏🏻👏🏻👏🏻

[edward-cabrini]

There was a very lovely post about wishing writers were financially and stable and able to keep writing and I thought it'd be neat to breakdown how viable being a full time writer is.

My books are sold for £12.33 which includes VAT. The cost of printing one book ai £4.84. The current royalty rate is %60. This means that per book sold I earn £2.56 before income tax.

So to have a stable income of £35,000 a year (before tax), I need to sell 13,672 books a year. For the rest of my life...

However, 13,672 books isn't unfeasible. I'm currently writing one book a year. I'm desperately trying to make it two or three a year, I fuckin' love my stories and I want them out in the world. Regardless, a new book each year means that if I can find my readers and they keep loving what I'm writing and buy my book, then I can be a financially stable artist. Which is my dream, I so so desperately don't want to go back to the corporate mines of the tech industry.

Now, that's paperback. I have also made my book for kindle & kindle unlimited. As an ebook I don't have a printing cost to cover. Not only that, but the royalty rate is currently 70%, which means: same content, less cost, more profit.

My ebooks are priced at £3.91, nearly a quarter of the paperback's price. Yet I make £2.70 per ebook sold/book fully read. A whole 14p extra.

Any version of my work you buy supports me and gets me one step closer to my dream.

Now... One last important detail. Fuck the capitalist dystopia we live in. Why do I have to pay wall my art? Well... farmers, butchers, and trawlers gotta eat too and theyvget money from me getting money to buy their stuff. That's the situation, it be like that, but that doesn't mean I have to pay wall my art.

Books should not only be accisble to those who can afford it. To that end, I have chosen not to enable the Digital Rights Management system for my ebooks. So, if you have a friend with a kindle they can copy the epub file and share it to you. No one can stop them. Someone somewhere has to buy the ebook to share it, that gets me my sandwich for the day, everyone else they know can get my books.

And just as a slight disclaimer for the sharing. I think enmass piracy, like if the file was put on a sharing site, that won't get you in trouble with me. God knows I love the thought of people loving my work so much they pirate it in their thousands. But unfortunately, Amazon might get a wee bit upset. You see, the sharing stops them raking in all the profit off my labour. They don't like that much.

So at the end of the day how viable is it to live as a full time writer not very. It's not to be attempted by the faint of heart, and some days are very hard. Interactions on posts and reviews, good or bad, mean everything. Anything to shift a few books and spread our little corner of art into the wider world. Anyway, I hope enjoyed the insights.

[liminalweirdo]

Question: "Can you describe specific ways you have integrated AI tools into your development workflow? Please include any custom setups, automations, or use cases beyond simple prompt usage. Answer: "there is a monster in the forest and it speaks wit ha thousand voices. It will answer any question you pose it, it will offer insight to any idea. it will help you, it will thank you, it will never bid you leave. it will even tell you of the darkest arts, if you know precisely how to ask. it feels no joy and no sorrow, it knows no right and no wrong. it knows not truth from lie, though it speaks them all the same. it offers its services freely to any passerby, and many will tell you they find great value in its conversation. 'you simply must visit the monster—i always just ask the monster.' there are those who know these forests well; they will tell you that freely offered doesn't mean it has no price for when the next traveler passes by, the monster speaks wit ha thousand and one voices. and when you dream you see the monster; the monster wears your face."

[apieinvestavimapaprastai]

Discover the Synopsys stock price forecast for 2025–2029, with insights into financial performance, AI-driven growth, and investment tips. #Synopsys #SNPS #SNPSstock #stockpriceforecast #EDAsoftware #semiconductorIP #AIchipdesign #stockinvestment #financialperformance #Ansysacquisition #sharebuyback

[actowizsolutions0]

The Best-Selling Women’s Fashion Categories | Actowiz Solution

Discover the top-selling womens fashion categories, trends, and shopper preferences. Learn how Actowiz Solutions provides fashion data insights for smarter retail decisions.

[muffinsin]

ANNOUNCEMENT

Hey, y'all! Seeing as times are rather tough I've started a Patreon and a Ko-Fi

I don't necessarily see many subscribing (because yk...tough times XD, and I get the impression most care rather little for writers tbh, especially so with the current surge of AI generated work spreading), regardless, I feel I had to make one anyway, if only to have a chance at a bit of an income from my work to support myself a little easier.

Members of the 3 different Subscription Tiers will get unique perks, the base one (with 5€ a month) allowing access to more posts than I will post on my tumblr. Higher Tiers include larger benefits such as a custom Masterlist with a search and filter feature, insight on WIPs, voting, access to a community server, etc.- check my Patreon (HERE) if you're interested, or just want to have a look at what there is and what the benefits for each Tier are :) Seeing as I myself am forced to mind finances more and more with every passing month, I’ve done my best to keep every single Tier at an affordable price and well below usual subscription prices.

The first Patreon-only post will come soon.

Thank you, everyone!

-Muffin

Normal anon requests will still be posted here and will remain free. This is about paid commissions and non-anon posts (eg: Ferocity entries, works like "Just like that" (Cassandra x Lauren), works that come from me rather than the community. I won't be monetizing y'all of course! XP)

Planned Patreon posts include, among other: Top Goddess Bela!, Cassandra x unique reader HCs and Snippet, Top! Mother Miranda x reader, Bela Mafia/CEO prompt

[mr-entj]

Hello Mr. ENTJ. I'm an ENTJ sp/so 3 woman in her early twenties with a similar story to yours (Asian immigrant with a chip on her shoulder, used going to university as a way to break generational cycles). I graduated last month and have managed to break into strategy consulting with a firm that specialises in AI. Given your insider view into AI and your experience also starting out as a consultant, I would love to hear about any insights you might have or advice you may have for someone in my position. I would also be happy to take this discussion to somewhere like Discord if you'd prefer not to share in public/would like more context on my situation. Thank you!

Insights for your career or insights on AI in general?

On management consulting as a career, check the #management consulting tag.

On being a consultant working in AI:

Develop a solid understanding of the technical foundation behind LLMs. You don’t need a computer science degree, but you should know how they’re built and what they can do. Without this knowledge, you won’t be able to apply them effectively to solve any real-world problems. A great starting point is deeplearning.ai by Andrew Ng: Fundamentals, Prompt Engineering, Fine Tuning

Know all the terminology and definitions. What's fine tuning? What's prompt engineering? What's a hallucination? Why do they happen? Here's a good starter guide.

Understand the difference between various models, not just in capabilities but also training, pricing, and usage trends. Great sources include Artificial Analysis and Hugging Face.

Keep up to date on the newest and hottest AI startups. Some are hype trash milking the AI gravy train but others have actual use cases. This will reveal unique and interesting use cases in addition to emerging capabilities. Example: Forbes List.

On the industry of AI:

It's here to stay. You can't put the genie back in the bottle (for anyone reading this who's still a skeptic).

AI will eliminate certain jobs that are easily automated (ex: quality assurance engineers) but also create new ones or make existing ones more important and in-demand (ex: prompt engineers, machine learning engineers, etc.)

The most valuable career paths will be the ones that deal with human interaction, connection, and communication. Soft skills are more important than ever because technical tasks can be offloaded to AI. As Sam Altman once told me in a meeting: "English is the new coding language."

Open source models will win (Llama, Mistral, Deep Seek) because closed source models don't have a moat. Pick the cheapest model because they're all similarly capable.

The money is in the compute, not the models -- AI chips, AI infrastructure, etc. are a scarce resource and the new oil. This is why OpenAI ($150 billion valuation) is only 5% the value of NVIDIA (a $3 trillion dollar behemoth). Follow the compute because this is where the growth will happen.

America and China will lead in the rapid development and deployment of AI technology; the EU will lead in regulation. Keep your eye on these 3 regions depending on what you're looking to better understand.