- GEPA self-evolution system (trace-based evolutionary prompt optimization)
- DeMo: Decoupled Momentum Optimization (Peng, Kingma et al. — 85x bandwidth reduction)
- YaRN: Context Window Extension (adopted by Meta and DeepSeek)
- Hermes 4 Technical Report (hybrid reasoning model family)
- Agent Skills open standard (30+ platform adoption, Anthropic-originated)
Per m3ta directive: GEPA and skills ecosystem observations are solid
research material worth extracting as sources regardless of deployment.
Pentagon-Agent: Theseus <46864dd4-da71-4719-a1b4-68f7c55854d3>
