AI systems are now being tested on narrower drug discovery tasks that involve matching compounds to genetic profiles. The primary keyword focus remains on measurable steps in data handling and model validation rather than broad promises. Current Application Limits Models used in these pipelines require large labeled datasets that link molecular structures to patient outcomes. Many groups still report that the datasets contain gaps in rare disease cases and underrepresented po

Google I/O 2026 rolled out Gemini 3.5 Flash, Gemini Spark agents, Android XR glasses, and an AI-first Search overhaul across two days in Mountain View. But a September 2025 court order forbidding exclusive distribution deals now targets the exact channels Google is using to spread Gemini. Here is what shipped, what is at stake, and what to watch before year end.

remio and Cowork both run locally and take privacy seriously, but they solve different problems. remio builds a passive, searchable knowledge base from your daily work. Cowork is an agentic assistant you assign tasks to. Here is how to choose.

remio captures your work history locally and lets you retrieve it with AI. Manus executes complex tasks autonomously in the cloud. This comparison breaks down seven key differences to help you choose the right tool for knowledge work in 2026.

Genspark generates Sparkpages from live web research using multi-agent Autopilot. remio captures your own work history locally and lets you query it privately. They solve different problems, but knowledge workers often need both.

Manifest OS, a New York-based legal AI automation startup, closed a $60 million Series A at a $750 million valuation on April 28, 2026 - and immediately made a decision that separates it from every other company in the space: it refuses to sell its software to existing law firms. That's not a distribution choice. It's a structural thesis about where the legal industry's dysfunction actually lives. While Harvey AI, now valued at $11 billion, builds tools that help lawyers in

Not all AI meeting tools keep your data where you expect. Here's what we found after testing the top 10 AI meeting assistants in 2026.