2 papers
cs.CL2026
Parameter-Efficient Quality Estimation via Frozen Recursive Models
Umar Abubacar, Roman Bauer, Diptesh Kanojia
Tiny Recursive Models (TRM) achieve strong results on reasoning tasks through iterative refinement of a shared network. We investigate whether these recursive mechanisms transfer t…
cs.SE2025
Evolving Excellence: Automated Optimization of LLM-based Agents
Paul Brookes, Vardan Voskanyan, Rafail Giavrimis +18
Agentic AI systems built on large language models (LLMs) offer significant potential for automating complex workflows, from software development to customer support. However, LLM a…