Anton Kolonin

LLMs can achieve near-perfect tool use accuracy and minimal hallucination when reasoning about financial time series, but only if they're allowed to delegate to external tools.

AGI can be framed as an optimization problem within a "psyche" state space, where agents learn to satisfy needs and minimize existential risks.