Emerging Technologies:
- Agent skill standardization frameworks — Commoditizes AI capabilities like APIs commoditized web services—enables rapid composition but concentrates power in orchestration platforms
- Real-time vector graph neural networks — Combines adaptive learning with graph structures for potentially breakthrough improvements in context-aware AI reasoning
- PersonaLive portrait animation — Real-time expressive avatars could finally make virtual presence feel natural—key enabler for remote work evolution
Research Insights:
- Multi-agent LLM systems for investment teams showing practical deployment readiness—research is shifting from pure capability to operational integration
Patent Signals:
- Major AI companies filing more dual-use technology patents, indicating strategic positioning for defense contracts