Models that keep learning.
We do research on agents that learn from experience, getting better at their work the way people do, and we publish what we find.
The harness is not enough.
Neither is the model.
Today’s agents are a frozen model with a notepad. They write down what they learn and reread it on every task, like Leonard in Memento. When the model learns inside its harness, what it writes down becomes what it knows.
- Y Combinator
- A.Capital
- SignalFire
- Microsoft M12
- Samsung Next
- Essence VC
- Clem DelangueCEO, Hugging Face
- Lasse EspeholtCTO, Ineffable Intelligence
- Charlie SonghurstBoard director, Meta
- Arash FerdowsiCTO, Dropbox
- Zehan WangHead of AI Research, Twitter
- Saturnin PugnetFounder, Worldcoin
- Bob van LuijtCEO, Weaviate
- Philip RathleCTO, Neo4j