Mechanic 𝕏

AI / ML Engineering || I Help Develop Tools that can run on Autopilot

[Mandy Lu @mandylu]

daily reminder

[Mechanic 𝕏 @eskayML]

@AikidoSecurity Oh my fucking god man, what a day on the supply chain factory

[Logan Kilpatrick @OfficialLoganK]

the amount of alpha you can have right now creating good public AI benchmarks is wild, such a big opportunity

[Mechanic 𝕏 @eskayML]

I feel like this company would play a huge role in the coming decade to the overall decline of society

[Pump.fun @Pumpfun]

Introducing pump fun GO: Pay ANYONE to do ANYTHING

Create & complete bounties for ANY task and leverage the power of humans & money across the globe

The world is at your fingertips. It’s time to GO 👇

[Philipp Schmid @_philschmid]

We released Gemma 4 12B yesterday. Here is a visual guide that explains the full architecture.

→ How encoders typically connect modalities to LLMs
→ Why Gemma 4 removed the vision and audio encoders
→ How a single 12B model can handle text, images, and audio without separate encoder models

Diagrams and illustrations throughout. Big Reading recommendation. Kudos to @MaartenGr

[Mechanic 𝕏 @eskayML]

@DanielTobi0 to be fair you are using response.text to generate the code to do torch.inference_mode

[Mechanic 𝕏 @eskayML]

crazy thing is 99% of agentic traffic could be from less than 10,000 developers spinning up these agents

[MTS @MTSlive]

SITUATION DETECTED: For the first time in internet history, agentic traffic has surpassed human traffic online, per Cloudflare Radar.

[Mechanic 𝕏 @eskayML]

@DanielTobi0 Wait I thought they werent available in nigeria

[Mechanic 𝕏 @eskayML]

Windows is turning into pure slop sadly

They seem to be struggling with their AI Experience or it just seems to me that the average boomer windows user isn't interested in using AI on windows

[OpenClaw🦞 @openclaw]

"You can run OpenClaw inside your company now." Annoucing our work with @Microsoft to bring OpenClaw to the Microsoft and Windows ecosystems. Claws now work securly in the enterprise.

[Mechanic 𝕏 @eskayML]

@giyu_codes Ohh that's neat

[Mechanic 𝕏 @eskayML]

Documentation has been fully packaged

https://t.co/NWNVOzkCZu

It is lightweight and faster than the popular available long term memory solutions

[Mechanic 𝕏 @eskayML]

Make RAG cool again,

Your AI agents need long term memory,
I just built a package for unifying memory and RAG
I present to you Du-RAG

Just
"pip install durag"

[Mechanic 𝕏 @eskayML]

@GenesisChrome Wetin do mirror?

[Mechanic 𝕏 @eskayML]

@KharayKrayKray Linkedin doesn't count because when we are mentioning sinners , we don't include satan

[Mechanic 𝕏 @eskayML]

fork it mercilessly por favor

https://t.co/jDseNE9R0K

[Mechanic 𝕏 @eskayML]

Make RAG cool again,

Your AI agents need long term memory,
I just built a package for unifying memory and RAG
I present to you Du-RAG

Just
"pip install durag"

[Mechanic 𝕏 @eskayML]

@Ssaasquatch No one expected Croatia to reach 2018 world cup final though

Also there are 8 games instead of 7 now

Extremely harder to predict

[Mechanic 𝕏 @eskayML]

In a weird way

Refusing to use TRT is genuinely like refusing to use AI

[Mechanic 𝕏 @eskayML]

@Zaddyzaddy This is from https://t.co/DiZxyOgfyh leaderboard, filter and select open source models

[Mechanic 𝕏 @eskayML]

Here are the top 10 Open Source LLMs currently

Take a moment to really fucking appreciate gemma 4, what the hell?