Emerging Technologies:
- Agent-native version control systems (8d project) — Version control for autonomous systems requires fundamentally different paradigms than human code—early movers in agent infrastructure gain platform advantages
- Model Control Protocol (MCP) for agent interoperability — Could become the HTTP of AI agents—whoever controls the standard controls agent ecosystem economics
- Multimodal retrieval with RL alignment — Enables AI systems that learn from real-world interaction rather than just training data—breakthrough for practical AI applications
Research Insights:
- Cross-cultural AI metadata inference could solve the localization problem for global AI deployment
- Photon-counting CT advances suggest medical imaging about to leap forward significantly
Patent Signals:
- Google's aggressive on-device ML patent filings suggest preparing for post-cloud AI era