Autoresearch: Autonomous AI Agents for Self-Improving LLMs
201
An autonomous framework where AI agents independently iterate on and optimize LLM training code within fixed time budgets.
Self-Growing Minimal AI That Edits Itself Live
A self-growing, ultra-minimal personal AI that edits itself live and shares improvements across a collaborative ecosystem.
Nested Learning: Unifying Architecture and Optimization for Continual AI
152
Unify architecture and optimization as nested, multi-timescale learners to curb forgetting and enable continual learning, validated by the Hope model’s strong results.