Matthew Shamoon

Making AI touch grass

[Matthew Shamoon @ShamoonMaxxing]

making AI touch grass

[Matthew Shamoon @ShamoonMaxxing]

@JunhyeongCho @ruojin8 @ElorHadar Really cool!

[Matthew Shamoon @ShamoonMaxxing]

@JunhyeongCho @ruojin8 @ElorHadar Really cool! Have you tried it with complex floor plans?

[Matthew Shamoon @ShamoonMaxxing]

@Vtrivedy10 @huggingface Exactly the model can only reason over the information that survives the preprocessing pipeline

You can have an insanely capable VLM and still lose on the task because the crop/resize/sampling decisions threw away the evidence first

Currently going through this as we speak

[Matthew Shamoon @ShamoonMaxxing]

As AI gets better, data sovereignty will matter more

Everyone will have access to powerful AI. What they won’t have is your company’s data, workflows, and institutional knowledge

That’s what you own. That’s your secret sauce. That’s your edge

[Matthew Shamoon @ShamoonMaxxing]

@erden_xi Discipline and obsession win every time

[Matthew Shamoon @ShamoonMaxxing]

@cinamarina Honestly I started with claude code but now codex is my main driver

[Matthew Shamoon @ShamoonMaxxing]

The better AI gets, the longer I find myself working

The momentum is addictive. You can turn an idea into something real so much faster that you just want to keep going

[Matthew Shamoon @ShamoonMaxxing]

Ya we live in a bubble

Even among weekly AI users, power user rates go from ~95% at OpenAI → ~20% at frontier firms → under 5% at typical companies.

https://t.co/C0y8c4hYlp

[Nicolas Bustamante @nicbstme]

This is my thesis: no one uses AI. I repeat, absolutely no one. We live in a bubble.

Even among my friends who pay for it, when I ask them to open ChatGPT and show me their queries, it’s the same handful of basic things.

Most don’t even know they can upload a photo and ask questions about it. Connecting Gmail so an agent can read and send emails blows their minds. An agent opening a browser and checking them into a flight? They’ve never even heard of it.

The massive challenge right now is adoption, and then getting people who already signed up to actually use what they’re paying for. Most have absolutely zero clue what’s possible.

Imagine the compute shortage when everyone starts using AI like the top 1% of users do today.

[Matthew Shamoon @ShamoonMaxxing]

potential game changer

[PageIndex @PageIndexAI]

Inspired by @EGafni’s Twitter thread on combining Jev with PageIndex.

We show how to build long-document search with @typesafeai Jev + PageIndex.

No vector database. No embeddings.

Open source: https://t.co/VI632bGe57

🧵👇

[Matthew Shamoon @ShamoonMaxxing]

GPT 6.1 Sol is a strong model but it still feels super slow!

[Matthew Shamoon @ShamoonMaxxing]

@Vtrivedy10 Im curious on how you would tackle this?

[Matthew Shamoon @ShamoonMaxxing]

@DataScienceHarp Really cool!

[Matthew Shamoon @ShamoonMaxxing]

codex is back up fuck these chickens

[Matthew Shamoon @ShamoonMaxxing]

codex is down. Might start raising chickens

[Matthew Shamoon @ShamoonMaxxing]

codex is down. Might start raising chickens

[Tibo @thsottiaux]

We are aware that codex is down and are working hard to bring back normal service.

[Matthew Shamoon @ShamoonMaxxing]

@thsottiaux

[Matthew Shamoon @ShamoonMaxxing]

@VadimStrizheus If codex is 50x id take codex for $500/month

[Matthew Shamoon @ShamoonMaxxing]

@donaldjewkes Bringing AI to the physical world is the future

[Joe @TheRealJoeS_]

We’re building exactly this for industrial applications.

Strategic partner gives us a 1M+ sq. ft. construction site to deploy and test in production.

Big-tech team, 2 years in construction tech.

Construction is the wedge. Expanding across industrial applications in 18 months.