Mikhail Jacob (he/him)

@oroborositron.bsky.social

Machine learning, D&D, music Currently at The Coalition studio, Vancouver.

Amnesty International put out a major report documenting the influence of UK based anti trans gender critical organizations and their funding. Within hours, GC groups threatened defamation lawsuits and Amnesty was forced to pull it down. Proving the point they're anti rights. Anyways, here it is.

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Diffusion models treat every part of an image equally. → Same number of steps. Same compute. But images aren’t uniform. 🤔 Some regions are easy, others are hard. So why force the model to treat them the same? 🧵

I just published a deep-dive into the 250-hour build behind syntaqlite, a SQLite formatter and LSP I built using AI agents. AI agents were the only reason built this after 8 years of wanting but there's a psychological toll to AI-assisted engineering. The post-mortem: lalitm.com/post/buildin...

Eight years of wanting, three months of building with AI

For eight years, I’ve wanted a high-quality set of devtools for working with SQLite. Given how important SQLite is to the industry1, I’ve long been puzzled that no one has invested in building a reall...

lalitm.com

A few weeks ago our founder announced Monty, a minimal, secure Python interpreter written in Rust, for running code written by AI agents. People got excited. @sa.muelcolvin.com just wrote up the full story on why he's excited about it and you should be too. pydantic.dev/articles/pyd...

Pydantic Monty: A Minimal Python Sandbox for AI Agents | Pydantic

Meet Monty — a secure, minimal Python interpreter written in Rust for running AI-generated code. Learn where it sits between tool calling and full computer use, and why CodeMode matters for AI agents.

pydantic.dev

We updated the plots we use to measure the open model ecosystem at interconnects, to guide The ATOM Project, and to understand what's happening. We have ~8 plots to summarize what's happening. First, the high level picture showing China's growing adoption lead.

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