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This is huge. (And we don't just throw that around.) Starlight Mini—with local rendering—just launched in Video AI 7. That means no pay-per-render. No cloud. Just pure and powerful Starlight video upscaling and enhancing—right on your machine. It's available locally for high-powered Windows + NVIDIA systems for now, with... show more

Topaz Labs

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40,404 views • 1 year ago •via X (Twitter)

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Nvidia just put a $250,000 cloud workload on your desk for $2,999 - and killed your $1,900/month AWS bill in the process You don't rent it, you don't manage it, you don't pay a single cloud bill - you just plug it in and let it eat the workloads you used to wire to AWS every month It looks like a small Mac mini, it's actually a full GB10 Grace Blackwell stack with 128GB of unified memory running models up to 200B parameters It's called DGX Spark, the consumer version of the rack Nvidia ships to OpenAI The reason Nvidia did this is simple Cloud GPU pricing is a tax on every developer building AI right now $1,900/month per seat, billions in margin flowing to AWS, Lambda, and CoreWeave Nvidia just cut themselves in by removing the cloud entirely Their solution is to skip the middleman, ship the rack to your desk, and let you keep every dollar of margin you used to wire to a hyperscaler This is much cheaper, faster, and you own the asset at the end But there is still a question nobody is answering yet, what happens to AWS, GCP, and Lambda when 500,000 developers move their inference back to a $2,999 box on their desk Also, technically you can stack four of these and run a 1.6 trillion parameter model locally for under $12,000 Even a single Spark out-performs the cloud subscription Anthropic engineers were running two years ago bookmark this, it pays back in 60 days 👇

Nvidia just put a $250,000 cloud workload on your desk for $2,999 - and killed your $1,900/month AWS bill in the process You don't rent it, you don't manage it, you don't pay a single cloud bill - you just plug it in and let it eat the workloads you used to wire to AWS every month It looks like a small Mac mini, it's actually a full GB10 Grace Blackwell stack with 128GB of unified memory running models up to 200B parameters It's called DGX Spark, the consumer version of the rack Nvidia ships to OpenAI The reason Nvidia did this is simple Cloud GPU pricing is a tax on every developer building AI right now $1,900/month per seat, billions in margin flowing to AWS, Lambda, and CoreWeave Nvidia just cut themselves in by removing the cloud entirely Their solution is to skip the middleman, ship the rack to your desk, and let you keep every dollar of margin you used to wire to a hyperscaler This is much cheaper, faster, and you own the asset at the end But there is still a question nobody is answering yet, what happens to AWS, GCP, and Lambda when 500,000 developers move their inference back to a $2,999 box on their desk Also, technically you can stack four of these and run a 1.6 trillion parameter model locally for under $12,000 Even a single Spark out-performs the cloud subscription Anthropic engineers were running two years ago bookmark this, it pays back in 60 days 👇

ZEUS⚡️

85,803 views • 4 months ago

Grok 4.5 is now in Codex now too. No API key, no billing setup, no config file. If you have X Premium, you sign in with your X account and Grok 4.5 runs inside your Codex. OAuth handles it. Your subscription is your access. That's it. And Grok 4.5 just got a lot better, so if you already pay for X Premium, you can now run it in Codex for free.

Grok 4.5 is now in Codex now too. No API key, no billing setup, no config file. If you have X Premium, you sign in with your X account and Grok 4.5 runs inside your Codex. OAuth handles it. Your subscription is your access. That's it. And Grok 4.5 just got a lot better, so if you already pay for X Premium, you can now run it in Codex for free.

Ziwen

111,187 views • 2 months ago

PewDiePie just hit 20K GitHub stars in under 24 hours. The project? Odysseus. A self-hosted AI workspace that runs 100% on your machine. • Agents with tools • MCP built in • Persistent memory • File handling • Windows, macOS, Linux Your data never leaves your device. It supports Ollama, llama.cpp, and vLLM locally with OpenAI and OpenRouter support if you want cloud models too. The crazy part? A YouTuber with 110M+ subscribers just out-shipped most AI startups. And he built half of it using AI.

PewDiePie just hit 20K GitHub stars in under 24 hours. The project? Odysseus. A self-hosted AI workspace that runs 100% on your machine. • Agents with tools • MCP built in • Persistent memory • File handling • Windows, macOS, Linux Your data never leaves your device. It supports Ollama, llama.cpp, and vLLM locally with OpenAI and OpenRouter support if you want cloud models too. The crazy part? A YouTuber with 110M+ subscribers just out-shipped most AI startups. And he built half of it using AI.

Charlie Hills

16,546 views • 4 months ago

Elsa x402 integration is now live. HeyElsa APIs now run on x402 pay-per-call with no keys, no accounts, and no subscriptions. Just call an endpoint and settle in USDC, instantly onchain. Portfolio data, swaps, quotes, strategies, and more are now accessible as lightweight, machine-native APIs. The agent economy is coming. Elsa’s building for it. Know more here:

Elsa x402 integration is now live. HeyElsa APIs now run on x402 pay-per-call with no keys, no accounts, and no subscriptions. Just call an endpoint and settle in USDC, instantly onchain. Portfolio data, swaps, quotes, strategies, and more are now accessible as lightweight, machine-native APIs. The agent economy is coming. Elsa’s building for it. Know more here:

HeyElsa

60,618 views • 10 months ago

1 mini PC that fits in a palm, with no monthly token bill attached to it. Most people run their AI through a browser tab. Every prompt, every document, every half-finished idea leaves the machine and lands on someone else's server. This ORICO mini PC runs the model locally. The assistant lives inside the box, not in a data center 2,000 miles away. Small enough to slide into a bag. Powerful enough that you stop noticing it is not a desktop. You pay once for hardware instead of every month for limits. No outage that takes your assistant down with it. No terms of service deciding what your files are worth. Plug it in anywhere, and the assistant is already there, offline, waiting. The smallest machine on the desk is the only one that keeps its mouth shut.

1 mini PC that fits in a palm, with no monthly token bill attached to it. Most people run their AI through a browser tab. Every prompt, every document, every half-finished idea leaves the machine and lands on someone else's server. This ORICO mini PC runs the model locally. The assistant lives inside the box, not in a data center 2,000 miles away. Small enough to slide into a bag. Powerful enough that you stop noticing it is not a desktop. You pay once for hardware instead of every month for limits. No outage that takes your assistant down with it. No terms of service deciding what your files are worth. Plug it in anywhere, and the assistant is already there, offline, waiting. The smallest machine on the desk is the only one that keeps its mouth shut.

AiMind

82,756 views • 1 month ago

People say running is bad and that it makes you look old and wastes away your muscle People are dumb That only happens if you run for to long at to high of a heart rate If you run at 130-140 beats per minute with a smile on your face it’s actually some of the best therapy there is If you are running and you can’t smile and it looks like you are in agony and can’t hold a pleasant conversation you are doing it wrong and that’s what will cause you to look old and frail This is called “the sweet spot” folks and it can be used for way more than just running

People say running is bad and that it makes you look old and wastes away your muscle People are dumb That only happens if you run for to long at to high of a heart rate If you run at 130-140 beats per minute with a smile on your face it’s actually some of the best therapy there is If you are running and you can’t smile and it looks like you are in agony and can’t hold a pleasant conversation you are doing it wrong and that’s what will cause you to look old and frail This is called “the sweet spot” folks and it can be used for way more than just running

Thor Torrens

19,510 views • 6 months ago

Coming this week to Base App: Base Pay support out of the box for mini apps!! With just a few lines of code, you can auto connect to the user’s wallet and initiate an onchain payment — no hassle or extra setup steps, it just works There’s more where that came from, stay tuned!

Coming this week to Base App: Base Pay support out of the box for mini apps!! With just a few lines of code, you can auto connect to the user’s wallet and initiate an onchain payment — no hassle or extra setup steps, it just works There’s more where that came from, stay tuned!

dylan

14,301 views • 1 year ago

i just generated this AI UGC ad in under 30 seconds if you’re still paying $300–$800 per video and calling it “marketing” and texting your UGC creator “can you redo this?” when it comes back suboptimal, you’re cooked that era is dead - ai is already coming for the UGC market they're just scared to admit it this isn’t about “authenticity” anymore, but about speed, margin, and output ai is faster, cheaper, and it converts the same (or better) when the structure is right like + rt + reply “prompt” and i’ll send you the prompt that i used to make this (must follow so i can dm)

i just generated this AI UGC ad in under 30 seconds if you’re still paying $300–$800 per video and calling it “marketing” and texting your UGC creator “can you redo this?” when it comes back suboptimal, you’re cooked that era is dead - ai is already coming for the UGC market they're just scared to admit it this isn’t about “authenticity” anymore, but about speed, margin, and output ai is faster, cheaper, and it converts the same (or better) when the structure is right like + rt + reply “prompt” and i’ll send you the prompt that i used to make this (must follow so i can dm)

MAX

98,396 views • 11 months ago

this video is breaking the internet. why? because it’s 100% AI. if you sell a physical product like this baby carrier, think about the old way: • find a mom creator and a baby • ship the product and wait weeks • pay hundreds (or thousands) for one video if they ghost you or the video flops? you just burned cash and time. AI in 2026 bypasses all of it. It’s faster, cheaper, and infinitely scalable. Don't get left behind. rt + comment “SPEED” and i’ll send the guide (follow for dm)

this video is breaking the internet. why? because it’s 100% AI. if you sell a physical product like this baby carrier, think about the old way: • find a mom creator and a baby • ship the product and wait weeks • pay hundreds (or thousands) for one video if they ghost you or the video flops? you just burned cash and time. AI in 2026 bypasses all of it. It’s faster, cheaper, and infinitely scalable. Don't get left behind. rt + comment “SPEED” and i’ll send the guide (follow for dm)

George Stock

12,355 views • 4 months ago

it’s actually so messed up that in 2026 politicians can ai generate a video of their opponents saying something objectionable and run it as an ad and there’s no legal consequences for that, it’s just fine for some reason

it’s actually so messed up that in 2026 politicians can ai generate a video of their opponents saying something objectionable and run it as an ad and there’s no legal consequences for that, it’s just fine for some reason

Not Miller

38,035 views • 1 month ago

⛓️ Aethir - the decentralized #GPU powerhouse reshaping #AI & #gaming! Aethir is building the future of high-performance computing with a global #DePIN network of 400,000+ enterprise-grade GPU containers (including #NVIDIA H100s, H200s & more) spanning 90+ countries. 📍 Two flagship products: • Aethir Earth – Bare-metal GPU cloud delivering raw power for AI training, fine-tuning & inference with zero virtualization overhead. • Aethir Atmosphere – Low-latency cloud gaming rendering that streams high-quality experiences to any device. ☁️ Cloud Hosts monetize idle GPUs and earn $ATH rewards, while customers get scalable, cost-efficient compute (up to 80% cheaper than traditional clouds), ultra-low latency, and 95%+ utilization rates. No massive CapEx, no vendor lock-in – just on-demand access closer to the edge. From AI model training to real-time cloud gaming and beyond, Aethir is democratizing enterprise GPU power and powering the next generation of innovation. 🦾 Axe Compute’s $317M in customer prepayments. That single number reframes how AI data centers get built in 2026 🧵 The decentralized cloud is here. Are you ready? 🌐 #Aethir #DePIN #AI #GPUCloud #Web3

⛓️ Aethir - the decentralized #GPU powerhouse reshaping #AI & #gaming! Aethir is building the future of high-performance computing with a global #DePIN network of 400,000+ enterprise-grade GPU containers (including #NVIDIA H100s, H200s & more) spanning 90+ countries. 📍 Two flagship products: • Aethir Earth – Bare-metal GPU cloud delivering raw power for AI training, fine-tuning & inference with zero virtualization overhead. • Aethir Atmosphere – Low-latency cloud gaming rendering that streams high-quality experiences to any device. ☁️ Cloud Hosts monetize idle GPUs and earn $ATH rewards, while customers get scalable, cost-efficient compute (up to 80% cheaper than traditional clouds), ultra-low latency, and 95%+ utilization rates. No massive CapEx, no vendor lock-in – just on-demand access closer to the edge. From AI model training to real-time cloud gaming and beyond, Aethir is democratizing enterprise GPU power and powering the next generation of innovation. 🦾 Axe Compute’s $317M in customer prepayments. That single number reframes how AI data centers get built in 2026 🧵 The decentralized cloud is here. Are you ready? 🌐 #Aethir #DePIN #AI #GPUCloud #Web3

Crypto Holding™ 💎

229,806 views • 1 month ago

Right now, you may not have access to models like GPT‑5.6 Sol, GPT‑4.6 Terra, GPT‑5.6 Luna, Claude Mythos 5, or Claude Fable 5. But you can run something surprisingly powerful today, locally, and completely free. in the next 10 mins on your 8 GB VRAM gaming laptop. Gemma 4 26B A4B QAT (MoE) delivers strong performance on a standard 8 GB VRAM GPU using Ollama, with no API, no usage limits, and no external dependencies. Out of the box, it reaches around 20 tokens per second without any optimizations. Only one command in your terminal: Ollama run gemma4:26b This means: Full offline capability (privacy by default) Zero recurring cost Competitive performance for many real world tasks Fast enough for interactive use on cheap consumer hardware If you're waiting for cutting edge cloud models, you're missing what is already practical today: a capable, local LLM that runs entirely on your own machine.

Right now, you may not have access to models like GPT‑5.6 Sol, GPT‑4.6 Terra, GPT‑5.6 Luna, Claude Mythos 5, or Claude Fable 5. But you can run something surprisingly powerful today, locally, and completely free. in the next 10 mins on your 8 GB VRAM gaming laptop. Gemma 4 26B A4B QAT (MoE) delivers strong performance on a standard 8 GB VRAM GPU using Ollama, with no API, no usage limits, and no external dependencies. Out of the box, it reaches around 20 tokens per second without any optimizations. Only one command in your terminal: Ollama run gemma4:26b This means: Full offline capability (privacy by default) Zero recurring cost Competitive performance for many real world tasks Fast enough for interactive use on cheap consumer hardware If you're waiting for cutting edge cloud models, you're missing what is already practical today: a capable, local LLM that runs entirely on your own machine.

Alok

65,387 views • 3 months ago

✨ Every time the video models get better, the try on model on Photo AI also becomes a lot more useful, as a large % of my customers now are e-commerce store And showing clothes in a video is nice for sales! With AI this means stores don't need to do expensive shoots flying a model and entire camera and light crew around the world They can just upload a few photos of their models, then upload the clothes, and describe the setting (like a beach in Thailand) and in less than 10 seconds it's generated, for a video in less than a minute! Below is the input: a dress laid flat, and output: a full video shoot

✨ Every time the video models get better, the try on model on Photo AI also becomes a lot more useful, as a large % of my customers now are e-commerce store And showing clothes in a video is nice for sales! With AI this means stores don't need to do expensive shoots flying a model and entire camera and light crew around the world They can just upload a few photos of their models, then upload the clothes, and describe the setting (like a beach in Thailand) and in less than 10 seconds it's generated, for a video in less than a minute! Below is the input: a dress laid flat, and output: a full video shoot

@levelsio

334,317 views • 1 year ago

NVIDIA might have just declared war on the cloud GPU business For years, AI builders had one option Rent compute Pay every month Watch the bill grow every time usage increased Now NVIDIA is putting serious AI hardware directly on people's desks Small enough to fit next to a monitor Powerful enough to run workloads that used to require expensive cloud infrastructure That's why this launch is getting so much attention The real story isn't the hardware specs It's the business model shift Every month, developers send money to cloud providers for inference, testing, fine-tuning and AI applications The question nobody can answer yet is what happens if enough developers decide they'd rather buy infrastructure once than rent it forever Because if local AI hardware keeps getting more powerful, the economics start changing very quickly Cloud providers built empires on renting access to compute NVIDIA is betting more people will eventually want to own it And that's a much bigger story than a new piece of hardware sitting on a desk

NVIDIA might have just declared war on the cloud GPU business For years, AI builders had one option Rent compute Pay every month Watch the bill grow every time usage increased Now NVIDIA is putting serious AI hardware directly on people's desks Small enough to fit next to a monitor Powerful enough to run workloads that used to require expensive cloud infrastructure That's why this launch is getting so much attention The real story isn't the hardware specs It's the business model shift Every month, developers send money to cloud providers for inference, testing, fine-tuning and AI applications The question nobody can answer yet is what happens if enough developers decide they'd rather buy infrastructure once than rent it forever Because if local AI hardware keeps getting more powerful, the economics start changing very quickly Cloud providers built empires on renting access to compute NVIDIA is betting more people will eventually want to own it And that's a much bigger story than a new piece of hardware sitting on a desk

beamnxw ./

30,361 views • 4 months ago

It's happening! Here's your first look at a movable taskbar in Windows 11, coming soon. You'll be able to move and resize the taskbar on Windows 11, just like you did on Windows 10! It's still in internal testing, and to be clear, this video is from a virtual machine, which is why it might feel slow. Also, Microsoft won't use the right-click menu we're seeing in the video; it's only being used to quickly debug the feature. What else do you want Microsoft to improve in Windows 11? 👇

It's happening! Here's your first look at a movable taskbar in Windows 11, coming soon. You'll be able to move and resize the taskbar on Windows 11, just like you did on Windows 10! It's still in internal testing, and to be clear, this video is from a virtual machine, which is why it might feel slow. Also, Microsoft won't use the right-click menu we're seeing in the video; it's only being used to quickly debug the feature. What else do you want Microsoft to improve in Windows 11? 👇

Windows Latest

52,000 views • 6 months ago

Your next watch is just a swipe away with the all-new Netflix vertical video feed. Scroll through clips, interviews, BTS and more to find something new or dive deeper into what you love. Curated just for you. Now on the mobile app in the US and select countries, coming soon worldwide.

Your next watch is just a swipe away with the all-new Netflix vertical video feed. Scroll through clips, interviews, BTS and more to find something new or dive deeper into what you love. Curated just for you. Now on the mobile app in the US and select countries, coming soon worldwide.

Netflix

98,226 views • 5 months ago

$LTX 2.5 JUST WENT FASTER THAN REAL TIME LTX (LTX.io) is already one of the world's most widely used open video models. We just made its latest release, LTX 2.5, fast enough for rapid iteration and affordable enough for production at scale. It’s live on TensorScaleAI now, generating a 5-sec 1080p video in just 3.12s at $0.04 per second. That's faster than real time, at a fraction of the cost! For creative teams, that means less waiting time, more ideas explored, and lower production costs. For robotics and physical AI teams, that means more data generated at scale, more scenarios tested, and shorter development and deployment cycles. Request early access today and we’ll get you onboarded! (link:$

LTX 2.5 JUST WENT FASTER THAN REAL TIME LTX (LTX.io) is already one of the world's most widely used open video models. We just made its latest release, LTX 2.5, fast enough for rapid iteration and affordable enough for production at scale. It’s live on TensorScaleAI now, generating a 5-sec 1080p video in just 3.12s at $0.04 per second. That's faster than real time, at a fraction of the cost! For creative teams, that means less waiting time, more ideas explored, and lower production costs. For robotics and physical AI teams, that means more data generated at scale, more scenarios tested, and shorter development and deployment cycles. Request early access today and we’ll get you onboarded! (link:

Yao Zhang

16,586 views • 1 month ago

Kyle Fowler, who makes $1.5M/year from two apps he built around his own hobbies, says solving your own problem means you've already won whether anyone pays for it or not... "If you can solve a problem for yourself, the odds are that other people have that problem. Now, will they maybe pay for it? Like, I don't know." "Either way, if you build an app for something you're passionate about and solves your problem, you've won no matter what. Because you've solved your problem." "I've just always wanted to work for myself doing something I love. And what better way than solving your own problems to do that?"

Kyle Fowler, who makes $1.5M/year from two apps he built around his own hobbies, says solving your own problem means you've already won whether anyone pays for it or not... "If you can solve a problem for yourself, the odds are that other people have that problem. Now, will they maybe pay for it? Like, I don't know." "Either way, if you build an app for something you're passionate about and solves your problem, you've won no matter what. Because you've solved your problem." "I've just always wanted to work for myself doing something I love. And what better way than solving your own problems to do that?"

Starter Story

19,168 views • 3 months ago

The latest AI is changing the eCom game. I’ve created a guide on how I turned this static product image to a lifestyle video in just 10 seconds. No in-house videographer? No problem. Like and comment “AI” and I will DM it to you. Priority access for retweets (Must follow for DM)

The latest AI is changing the eCom game. I’ve created a guide on how I turned this static product image to a lifestyle video in just 10 seconds. No in-house videographer? No problem. Like and comment “AI” and I will DM it to you. Priority access for retweets (Must follow for DM)

Simon Telek | Google Ads

29,971 views • 1 year ago