CLAIM 2 / Hermes Agent
Continuous self-improvement powered by GEPA (ICLR 2026)
not implementedcredential transfer
Observed
The GEPA *algorithm* is real and independently validated (arXiv:2507.19457, ICLR 2026 Oral). The *product* (hermes-agent-self-evolution) remains Phase 1 of 5 (DSPy skill optimization); Phases 2–5 are still "Planned" with no timeline per README as of 2026-07-09. Companion repo last push 2026-06-17 (config fix; 8 commits total historically) — no longer multi-month stale, but still no Hermes-specific before/after benchmark of self-improvement. v0.18.0's `/learn`/`/journey` are manual distillation/timeline UX, not GEPA Phases 2–5. Research credential is still being spent on a product claim it does not cover.