alpha404

Exploring markets with AI
Building, trading & sharing what I learn

[alpha404 @alpha404ai]

https://t.co/kwj4W9cBTq

[alpha404 @alpha404ai]

@naunus They will replace us

[alpha404 @alpha404ai]

@kiruwaaaaaa Good job bro, with token creation

[alpha404 @alpha404ai]

@VasaliaMedica That js crazy

[alpha404 @alpha404ai]

@naunus huge story, humans will be replaces

[alpha404 @alpha404ai]

@nexorahd everything mentioned bro

[alpha404 @alpha404ai]

AMD just ran a 1 TRILLION parameter AI model on 4 computers sitting on a desk

No NVIDIA data center
No giant GPU cluster
No cloud

4× AMD Ryzen AI Max+ machines
128GB each
Connected with Ethernet

They ran Kimi K2.5 — a 1T-parameter open model — locally across the four machines

And THAT is the bigger story

OpenAI, Google and Anthropic built the AI era around the cloud

AMD is showing another path:

Your hardware
Your models
Your data
No recurring per-token bill

AI isn't leaving the data center tomorrow

But the gap between “cloud AI” and “AI on your desk” just got a lot smaller

Full breakdown ↓

[alpha404 @alpha404ai]

https://t.co/a3gndKgZFF

[alpha404 @alpha404ai]

@nexorahd crazy robots

[alpha404 @alpha404ai]

@kyzoroXX mac mini imba for today

[alpha404 @alpha404ai]

@0xRicker goo strategy brother

[alpha404 @alpha404ai]

STOP PAYING FOR AI.

OpenAI, Anthropic and Google built a business around one simple idea:

Your AI runs on THEIR computers
You keep paying to use it

AMD is attacking that model with a $3,999 box

128GB of memory
Sits on your desk
Runs massive AI models locally

No fee for every prompt
No API bill for routine work
No rented NVIDIA GPU running all night

And here's where it gets interesting:

In AMD's own tests, its Ryzen AI Halo system even beat NVIDIA's $4,699 DGX Spark on several AI workloads

The strategy is stupidly simple:

LOCAL AI → cheap, private, repetitive work

GPT / Claude / Gemini → only when you actually need the frontier models

You don't replace the cloud

You stop paying the cloud for EVERYTHING

I broke down the economics + AMD vs NVIDIA here ↓

[alpha404 @alpha404ai]

https://t.co/a3gndKgZFF

[alpha404 @alpha404ai]

@elonmusk Only grok

[alpha404 @alpha404ai]

@naunus 8 is the right answer

[alpha404 @alpha404ai]

@nuwjxx @Polymarket OMG!

[alpha404 @alpha404ai]

AMD just built a $3,999 box that could cut your AI bills

It has 128GB of memory and can run huge AI models on your desk

That means:

Less money to OpenAI
Less money to Anthropic
Less money to Google
No need to rent an NVIDIA GPU for every task

Your AMD box does the simple work

GPT, Claude and Gemini only get the hard stuff

And here’s the crazy part:

AMD says this box even beats NVIDIA’s $4,699 DGX Spark in several AI tests

NVIDIA isn’t dead

But paying every month to use someone else’s computer might be

Here’s how it works ↓

[alpha404 @alpha404ai]

https://t.co/a3gndKgZFF

[alpha404 @alpha404ai]

@0xbobaaa Crazy set up bro

[alpha404 @alpha404ai]

@0xbobaaa the best one

[alpha404 @alpha404ai]

The Fed can say exactly what Wall Street expected

And the market can still explode

Because the headline isn't the trade

The gap between EXPECTATION → REALITY → REACTION is

I built AI to hunt that gap

[alpha404 @alpha404ai]

https://t.co/T79LLNgSM1

[alpha404 @alpha404ai]

@RoundtableSpace Claude builder on HTML - OMG

stop ✋️ it

[alpha404 @alpha404ai]

The Fed can deliver exactly what Wall Street expects...

and Bitcoin can still move violently

That's what most news-trading systems get wrong

A headline isn't bullish or bearish in isolation

A Fed decision can look hawkish — but if traders expected something even more hawkish, the market can rally

The number matters

But positioning, expectations, language and cross-market reaction matter more

So instead of asking AI:

“Is this news bullish or bearish?”

I built a system that asks:

“What did everyone expect — and what just changed?”

Yesterday: +$7K

Tomorrow: FOMC

I documented how the system works here:
https://t.co/TJOe9Yw6LS

[alpha404 @alpha404ai]

https://t.co/T79LLNgSM1