CliffSearch: Structured Agentic Co-Evolution over Theory and Code for Scientific Algorithm Discovery

Youssef Mroueh, Carlos Fonseca, Brian Belgodere +1

Scientific algorithm discovery is iterative: hypotheses are proposed, implemented, stress-tested, and revised. Current LLM-guided search systems accelerate proposal generation, but…