model training

every CEO / exec should train a SOUL.MD" — Article demonstrates training a personalized leader model (SOUL.MD) on executive voice/preferences as a concrete fine-tuning use case

Rather than updating model weights, Letta agents learn by actively managing their own context" — Proposes alternative learning paradigm for agents: in-context learning through active context managemen

[QUOTED] "create a training loop that tested tool-calling ability" — Concrete example of constructing a custom training loop within the pi-agent framework for capability assessment.

[inferred] "New research explores alternatives to fine-tuning and improving reproducibility, with open datasets supporting diverse languages and AI development" — Indicates shift in research toward al