Emerging Technologies:
- Computer-using world models for interface interaction — Enables AI to control any software without API integration—removes the last bottleneck to full digital automation across enterprise tools
- CPU-bypassing GPU memory architectures for local LLM deployment — Breaks cloud providers' inference monopoly by making 70B models viable on $2K hardware—threatens entire hosted AI business model
- Autonomous security testing agent frameworks — First domain where AI agents handle end-to-end professional workflows—proves agents can replace not just junior analysts but entire testing methodologies
Research Insights:
- FAMOSE's automated feature discovery using ReAct approach demonstrates AI can now identify relevant data patterns without human guidance—removes data science bottlenecks
- Hierarchical diffusion models for molecular generation indicate AI is approaching human-level performance in complex scientific domains
Patent Signals:
- Google's focus on multimodal agent patents suggests they're building toward AGI through embodied AI rather than pure reasoning models