Closing the Consistency Gap: Self-Evolving Agents That Learn to Stay on Course

Closing the Consistency Gap: Self-Evolving Agents That Learn to Stay on Course. It centres on Benchmarks, and also names GPT. Reported by arXiv. Bharat Hunt files it under AI Agents and AI Models — the section covering autonomous and tool-using systems, agent frameworks, MCP and orchestration.

Written by Bharat Hunt from the headline and the coverage below. The original reporting is the source of truth.