Interested in open-ended machine learning and agentic systems. Studying a DPhil on world models at Oxford Robotics.https://bsky.app/profile/alexinch.bsky.socialhttps://bsky.app/profile/alexinch.bsky.social/post/3mc7utywb7k2hIs it weird that I still write most of my code by hand? I only use LLMs for non-core stuff, like hparam tuning or command line parsing. [contains quote post or other embedded content]12 Jan 2026 10:54 +0000at://did:plc:i6dj33rdnvadva3nd7fbqtmg/app.bsky.feed.post/3mc7utywb7k2hhttps://bsky.app/profile/alexinch.bsky.social/post/3m7xxkbiuns22Set myself the challenge of writing a character-level transformer with only einsums in NNX. It's generating stupid bullshit but it's kind of charming, and only takes 10 minutes to train on a TPU.14 Dec 2025 20:31 +0000at://did:plc:i6dj33rdnvadva3nd7fbqtmg/app.bsky.feed.post/3m7xxkbiuns22