Emerging Technologies:
- LEANN RAG with 97% storage compression — Makes enterprise-scale knowledge systems economically viable for mid-market companies, democratizing what was previously hyperscaler-exclusive capability
- SpaceTimePilot dynamic 4D rendering — First breakthrough toward real-time generative 3D content that doesn't require prohibitive compute—could unlock AR/VR consumer adoption
- Agent orchestration frameworks (Continue, Plandex) — Development workflows are being restructured around AI assistance—traditional IDE vendors face existential disruption within 24 months
Research Insights:
- Bayesian transformers showing population-level intelligence improvements suggest AI systems may scale beyond individual model capabilities
- DarkEQA research indicates AI deployment focus shifting from ideal conditions to real-world robustness—practical deployment barriers dissolving
Patent Signals:
- Self-hosted infrastructure patents likely accelerating as enterprises seek vendor-independent solutions