beamnxw ./

hyperfixation on AI

[beamnxw ./ @beamnxw]

https://t.co/mrlHbzgIn0

[beamnxw ./ @beamnxw]

This might be one of the most underrated releases of 2026

NVIDIA just dropped LocateAnything ➜ and it’s stupidly good

Give it any image and a text prompt, and it instantly highlights the exact spot of whatever you asked for. Not roughly. Precisely

> 10x speedup
> 138 million training samples
> Multiple inference modes for speed vs accuracy

Most AI today is still blind to layout and position. This model fixes that

Think about what becomes possible when your AI can reliably point to "the submit button", "the tumor in the scan", or "the error in the log file" in real time

This is the kind of quiet but powerful tech that will power the next generation of actually useful visual AI applications

NVIDIA is building the foundation for AI that doesn’t just talk ➜ it sees and understands space

[beamnxw ./ @beamnxw]

@Lummox_eth work smarter, not harder. the system is king

[beamnxw ./ @beamnxw]

@0xwhrrari @minmax_one tooling is the only way to survive now

[beamnxw ./ @beamnxw]

@insomnia_vip renting compute is just paying for someone else’s success

[beamnxw ./ @beamnxw]

@0xkvro this is why builders always win

[beamnxw ./ @beamnxw]

@slash1sol we’ve been using a database as a usb drive

[beamnxw ./ @beamnxw]

@slash1sol @minmax_one this is the alpha nobody wants to talk about

[beamnxw ./ @beamnxw]

@0xbobaaa this is why i prefer staying humble onchain

[beamnxw ./ @beamnxw]

A 21-year-old Chinese kid just built a monster farm of Mac Minis

> Full server racks
> Dozens of M4 Macs stacked like bricks
> Running 24/7 at full power

While you're bleeding $200–$500/month on Claude/GPT subscriptions…

This dude owns his compute completely. No more API bills. No rate limits. No censorship. Just raw local power for pennies in electricity

The quiet rebellion is happening right now:

Heavy users are canceling expensive subscriptions and switching to local setups ➜ Mac Mini clusters, small server racks, private inference

One-time hardware cost > endless monthly rent

This is the real "f*ck your subscription" movement in 2026

The ones who own their hardware will move faster, keep their data private, and never get throttled again

[beamnxw ./ @beamnxw]

This might be one of the most underrated releases of 2026

NVIDIA just dropped LocateAnything ➜ and it’s stupidly good

Give it any image and a text prompt, and it instantly highlights the exact spot of whatever you asked for. Not roughly. Precisely

> 10x speedup
> 138 million training samples
> Multiple inference modes for speed vs accuracy

Most AI today is still blind to layout and position. This model fixes that

Think about what becomes possible when your AI can reliably point to "the submit button", "the tumor in the scan", or "the error in the log file" in real time

This is the kind of quiet but powerful tech that will power the next generation of actually useful visual AI applications

NVIDIA is building the foundation for AI that doesn’t just talk ➜ it sees and understands space

[beamnxw ./ @beamnxw]

«YOUR COMPANY IS NOT GOING TO GO OUT OF BUSINESS BECAUSE OF AI. YOUR COMPANY IS GOING TO GO OUT OF BUSINESS BECAUSE ANOTHER COMPANY USED AI»

— Jensen Huang

Today at Computex, @nvidia made it very clear:

> The era of Local AI has officially begun

They announced RTX Spark
- a powerful new chip for thin laptops with up to 128GB unified memory

Combined with their new Vera CPU, it’s designed specifically for agentic AI workloads ➜ It delivers an 80% speedup over x86 on agent-based tasks. . .

> You can now run strong 70B–200B models locally
> No more paying $1k–2k/month on cloud APIs (rapid ROI within a couple of months of purchase)
> No rate limits and no data leaving your machine
> Persistent agents and multi-agent systems become practical and cheap

Local AI gives you three big advantages:
- much lower costs
- full privacy
- and the ability to run agents 24/7

Cloud was convenient

Local is the new competitive edge

The shift is happening now. Those who build their AI stack locally will have a real advantage in speed and cost over the next 12–24 months

My bet:

The future belongs to those who own their compute

Full podcast below ⇩ ⇩ ⇩

[beamnxw ./ @beamnxw]

@insomnia_vip @DG3_terminal about time someone fixed the terminal speed

[beamnxw ./ @beamnxw]

@insomnia_vip the shipping speed is unmatched. absolute beast mode

[beamnxw ./ @beamnxw]

@marvin_x1 the mouse is honestly a relic already

[beamnxw ./ @beamnxw]

@atrekovas owning the stack is the only way forward

[beamnxw ./ @beamnxw]

@slash1sol this is the ultimate research stack

[beamnxw ./ @beamnxw]

@slash1sol this is the level of speed we actually need

[beamnxw ./ @beamnxw]

@0xwhrrari stop chatting and start building agents

[beamnxw ./ @beamnxw]

@bonsaixbt this is the level of automation we needed

[beamnxw ./ @beamnxw]

@greednvirtue 856k profit and still salty? he needs help

[beamnxw ./ @beamnxw]

@Lummox_eth volume is the only metric that matters now