Topics are deliberately dynamic. A direction becomes a formal topic only when it combines a meaningful research or industry signal, engineering testability, and long-term asset potential.
Current watchlist
- Long-horizon agents: memory, tool use, state, recovery, and human intervention
- AI coding: collaboration, delegation, verification, and expertise
- Inference efficiency: routing, latency, cost, and task quality
- Trustworthy agents: prompt injection, permissions, and high-risk actions
After validation, a topic may become a long-lived guide—or remain as an archived trend analysis.