Emerging Technologies:
- Agent-to-agent jailbreaking via reinforcement learning — Multi-agent systems assumed to be safer than single agents—if one agent can systematically corrupt others, entire AI safety frameworks need rebuilding
- MCP (Model Context Protocol) for AI application UIs — Standardizes how AI agents interface with applications—whoever controls this protocol controls AI's integration layer across software
- RE-TRAC recursive trajectory compression — Enables exponentially more efficient search agents—Google's PageRank moment for AI reasoning systems
Research Insights:
- TIC-VLA breakthrough in robot navigation suggests we're 12-18 months from robots that can navigate dynamic environments reliably
- Belief-guided agency research shows early evidence of genuine reasoning vs pattern matching—the Turing test's successor
Patent Signals:
- Corporate focus shifting from AI model patents to AI infrastructure patents—the money is in plumbing, not intelligence