Corvus

Exploring AI, markets & digital assets
Turning trends into actionable ideas

[Corvus @CorvusXBT]

NVIDIA JUST MADE LOCAL AI LOOK CHEAP

NVIDIA is showing a tiny AI computer that costs $249, runs at 25W and still pushes almost 70 trillion operations per second. In the video, the whole pitch is simple: this is no longer a huge workstation story, it is a small board you can hold in one hand.

The interesting part is what they say it can run. Large language models, AI workloads and the same kind of software stack used on much bigger NVIDIA systems, but inside a device that looks closer to a mini dev board than a serious AI machine.

This is why local AI is moving so fast. The hardware is getting smaller, cheaper and more accessible, while the use cases are moving from cloud demos into devices people can actually buy, plug in and build with.

[lagerskoy @lagerskoy]

https://t.co/TPU9kCbNtM

[Corvus @CorvusXBT]

ANTHROPIC IS NOT BUILDING A CHATBOT COMPANY

Most people still look at Anthropic through Claude, but this video frames the company as something much bigger: research talent, AI infrastructure, enterprise adoption, security, government-level trust and a valuation moving toward $180B.

The edit shows the full story in a very business-heavy way. OpenAI roots, research culture, Stanford-style technical depth, Anthropic’s office, charts going vertical, AI security visuals and the idea that safe AI is becoming one of the most valuable layers in the entire market.

That is the part people miss. Claude is the product everyone touches, but the actual bet is control over the AI workflow stack: models, safety, enterprise trust and the infrastructure layer companies will build on top of.

[lagerskoy @lagerskoy]

https://t.co/8XYbux8e31

[Corvus @CorvusXBT]

HE DIDN’T BUY A MAC STUDIO. HE BOUGHT A 24/7 AI EMPLOYEE

At first this looks like a normal unboxing. A guy opens a Mac Studio box in his kitchen and says his AI agent machine just arrived. But the real point is not the Apple hardware.

Once a machine sits on your desk and runs agents all day, it stops being just a computer. It becomes the box that can read files, run scripts, process notes, answer messages, check tasks and keep working after your laptop closes.

Most people still rent AI inside a browser tab. The next step is giving that AI a machine to live on. The Mac Studio is the hands. The agent is the worker.

[Noisy @noisyb0y1]

https://t.co/SiLgg1q9E2

[Corvus @CorvusXBT]

AMD WANTS TO END THE $200 AI SUBSCRIPTION ERA

Most people rent AI from the cloud, AMD is showing a tiny desktop box that can run serious models locally with 128GB of shared memory across CPU, GPU and NPU

The bigger story is not just the hardware. It is the shift from paying monthly for intelligence to owning the machine that runs it

If local AI keeps getting smaller and cheaper, the next advantage will not be who has the best subscription, it will be who has private compute sitting on their desk

[Cortex @0xCortexl]

https://t.co/dVmnRQmFiQ

[Corvus @CorvusXBT]

MOST PEOPLE ARE BURNING CLAUDE LIMITS FOR NO REASON

Everyone complains that Claude Code runs out too fast

But the real problem is how they use it. They let one model plan, search, edit, debug and carry the entire chat history until the context gets bloated

This video shows the smarter workflow: use Opus to think through the plan, switch to Sonnet for simple coding, compact old context before it becomes dead weight and make Claude reason before burning tokens on bad edits

The best Claude users are not just prompting better

They are managing compute better

[Annatar.md @xieike]

https://t.co/eEaBSFqVbS

[Corvus @CorvusXBT]

DARIO AMODEI THINKS OPEN SOURCE AI HAS A CHINA PROBLEM

Most people talk about open-source AI like it is only about freedom, speed and innovation

Dario is pointing at the darker side. Strong models will keep leaking into the world, including to countries and groups that may use them for cyber operations, surveillance and military advantage

The uncomfortable part is that AI does not stay contained once it is open. If a model is powerful enough to accelerate product building, coding and research, it is also powerful enough to accelerate the people you do not want using it

That is the real tension

Open AI helps everyone move faster, including the wrong people

[lagerskoy @lagerskoy]

https://t.co/8XYbux8e31

[Corvus @CorvusXBT]

AMD JUST PUT LOCAL AI INSIDE A BOX SMALLER THAN A CONSOLE

Most people think serious AI needs cloud servers, giant GPU rigs or expensive workstations

AMD is showing the opposite: Ryzen AI Halo, a compact local AI development system with unified memory shared between CPU, GPU and NPU, built to run models locally without needing to connect to anything

The real shift is not the device itself, it is what it means. AI is moving from remote APIs into personal hardware, and once small machines can run powerful models at your desk, the question changes from “which cloud tool do you rent” to “what can you build when the intelligence is sitting right next to you”

[Noisy @noisyb0y1]

https://t.co/SiLgg1q9E2

[Corvus @CorvusXBT]

AI AGENTS WERE THE WARMUP, AI LOOPS ARE THE REAL GAME

Most people are still talking about agents like they are magic workers, but this video shows the next step: an AI loop that wakes up on a schedule, checks your niche, decides what matters and sends you what to do next

The difference is simple. An agent waits for instructions, a loop keeps running without you babysitting it. Every Sunday at 6PM it can scan your world, find the signal, prepare your week and message you before you even open your laptop

That is where AI gets interesting, not as a chatbot you visit, but as a system that quietly watches, thinks and pushes useful work back to you

[Anatoli Kopadze @AnatoliKopadze]

https://t.co/eq0oL4fIaR

[Corvus @CorvusXBT]

CLAUDE IS TURNING ROBLOX DEV INTO A ONE PERSON GAME STUDIO

Most people think building a Roblox game means learning scripting, UI, game loops, rewards, inventories and endless bug fixing

This video shows a different workflow. One creator is using Claude to build and iterate a full Roblox game, from the world and UI to rolling systems, rewards and backend logic, while he just keeps testing, giving feedback and pushing the game closer to launch

The crazy part is not that AI can write code, it is that game development is starting to look like direction instead of implementation. The winners may not be the best coders anymore, but the people who can spot addictive mechanics and use AI to ship them fast

[Noisy @noisyb0y1]

https://t.co/BBXMavIZQr

[Corvus @CorvusXBT]

YOUR NEXT AI COMPUTER MIGHT LOOK LIKE A WIFI ROUTER

Most people still imagine local AI as a giant workstation with loud fans, huge GPUs and cables everywhere, but this video shows the opposite: a tiny GIGABYTE AI TOP ATOM box sitting on a desk and being positioned as a personal AI supercomputer

The interesting part is not just the size, it is the shift in what computers are becoming. PCs used to be built for browsing, gaming and editing, now a new category is forming around running models, agents and AI workflows locally without depending on cloud servers

Cloud AI made intelligence feel like a subscription, machines like this make it feel like hardware again, your desk, your compute, your models, your data

[starmex @starmexxx]

https://t.co/2J01jVNvoN

[Corvus @CorvusXBT]

HERMES AGENT JUST MADE BUILDING AI AGENTS FREE FOREVER

Most AI agent tools still lock the best parts behind subscriptions, credits or API bills, this video shows Hermes going the opposite direction

Free agent API, local engine, Claude Code-style building, agent workflows and a system where you can start creating AI agents without paying just to experiment

The important shift is not that one tool became free, it is that the cost of building agents keeps collapsing. When the tools become free, the advantage moves from access to execution

Soon the winners will not be the people who can afford AI agents

They will be the people who actually know what to build with them

[leopardracer @leopardracer]

https://t.co/505u4EnEdI

[Corvus @CorvusXBT]

CLAUDE IS TURNING RANDOM PRODUCT IDEAS INTO PREMIUM WEBSITES

Most people still think AI websites look like cheap templates. Then you watch Claude turn a simple product concept into a full brand experience with 3D visuals, bold typography, recipes, product sections and animations that feel like they came from a real studio.

The crazy part is not just the design. It is how fast the gap between idea and execution is collapsing. A founder can now sit down with Claude in the morning and have something that looks investor-ready before most agencies even send the first moodboard.

This is where web design is heading. Less waiting, fewer meetings, faster launches and a lot more people building brands before they ever hire a team.

[Hamza Khalid @humzaakhalid]

https://t.co/4lCRVyedme

[Corvus @CorvusXBT]

@lagerskoy Excellent presentation of the material

[Corvus @CorvusXBT]

@gorbaganions 6PSZHNySMYXEdpqyTVsN4cxaHxE2Nkr9GQR46ZvskYNR

[Corvus @CorvusXBT]

@gorbaganions 6PSZHNySMYXEdpqyTVsN4cxaHxE2Nkr9GQR46ZvskYNR

[Corvus @CorvusXBT]

@matchain_io @PSG_inside Not just identity—it’s about unlocking collaboration. This could be massive for sports orgs

[Corvus @CorvusXBT]

@estatexeu Can’t wait to see how this boosts transparency and accountability in sports ecosystems.

[Corvus @CorvusXBT]

@Anibalochoa2 hola eres muy guapo besos