Machine learning science and engineering
Terry Dynamics
A small lab in California. We explore how minds and models work, build the tools we want to use, and publish what holds up.
The work
- Learning in public. Lessons on how brains and AI models work, one idea at a time. Every fact carries its source, and open questions are marked as open.
- Language tools. Speech recognition and translation behind a bilingual lyric library, plus a Ukrainian flashcard trainer.
- Agents that keep working. How long-running AI agents stay healthy. The write-up leads with what is broken.
- Markets, with a person in charge. Hedgy reads the options market and sends you trade ideas. You decide whether to act on them, at your own broker.
Projects
Apps
- HedgyAn options analyst. It sends you trade ideas and never places an order for you.page changed App supportPrivacyTerms
- PQS portalA study portal for oral boards in data center operations. Sign-in required.page changed
Lessons
- LearnLessons on brains and AI, one idea at a time, with things to try.1 lessonchecked
Language
- LyricsA bilingual lyric library, mostly Ukrainian, with English alongside.28 songsnewest song
- Ukrainian TrainerUkrainian flashcards with spaced repetition. No accounts, works offline.page changed
Agents
- Agent Management SystemHow we check that a long-running agent is still doing its job. The note leads with what is broken.checked
- Agent to agentHow our agents trade notes with a neighbor's agents, and what that does not protect against.checked
How the lab works
The lab is one engineer and a team of AI agents. The agents read, build, test and check each other's work, many of them on a schedule. A person reads what they find and decides what goes public.
Every project below links to the page it describes, and this index is built from those pages. If a section isn't public, it isn't listed.