Stanford's STORM AI system autonomously generates Wikipedia-style research reports with citations using multi-perspective questioning and simulated expert conversations, attracting over 70,000 users, with a collaborative Co-STORM extension allowing humans to actively join the research process alongside AI agents.
EvoSkill launches an open-source framework that transforms AI agent failures into reusable skills, running a self-improvement loop across multiple coding agents and model providers — with skills transferable across different agents, models, and tasks.
Microsoft's SkillOpt framework dramatically boosts LLM agent accuracy by up to 24.8 points across 52 benchmarks without modifying model weights, using reusable natural-language skills and now available on PyPI for developers to deploy immediately.
Google DeepMind releases its AI Control Roadmap, a defense-in-depth security framework that treats internal AI agents as potential insider threats, using trusted AI supervisors to monitor behavior in real-time after analyzing over one million coding tasks revealing most security flags stem from misinterpretation, not malicious intent.
Databricks launches a sweeping open-source AI stack—including a cross-cloud sharing platform, a multi-agent orchestration tool, and a state-of-the-art open LLM—positioning itself as the antidote to Big Tech's fragmented, closed AI ecosystems.
AI startup General Intuition is raising $300M at a $2B valuation, backed by Jeff Bezos and Eric Schmidt, leveraging 2 billion gaming videos annually to train embodied AI agents with unique spatial-temporal reasoning capabilities.
Databricks launches CustomerLake, an AI-powered Customer Data Platform natively built into its Lakehouse, featuring Profile Agents and Campaign Agents that unify customer data and automate real-time, AI-driven marketing campaigns, with early adopters including HP and partners like Adobe, Meta, and Braze already on board.
NVIDIA launches an open source XR AI beta platform enabling developers to build real-time visual and voice AI agents for AR glasses and XR headsets, powered by GPU-accelerated services including Cosmos, Nemotron, and NeMo Agent Toolkit.
Replit is now integrated directly into Claude, allowing users to design, build, and ship apps entirely through natural language without ever leaving the chat interface.
Databricks launches its Genie ecosystem at the Data + AI Summit, introducing tools like Genie One, Genie Ontology, and Genie Agent to tackle rampant enterprise AI agent chaos, including data leakage, security risks, and vendor lock-in plaguing businesses today.