-
Provenance, Not Proof: What Claude’s Watermark Actually Tells You
Anthropic’s decision to embed machine-readable marks in Claude’s output, announced this week to comply with the EU AI Act’s Article 50(2) Code of Practice, is being covered as a broad…
-
Why the same LLM hangs on one provider and flies on another: cold starts and keep-warm
One of our chat apps lets you choose which model answers you, and for most of those choices it was fine. Point it at DeepSeek running on Azure, though, ask…
-
Project Perception Is in Public Preview. Now Comes the Evidence Test.
Microsoft’s new agentic security platform promises to find risks, investigate threats, and help remediate them with coordinated AI agents. The question now is whether the evidence matches the ambition. Microsoft’s…
-
Following research into the halls of power: how we traced our work into policy
Every researcher knows the quiet thrill of a citation. Someone read your paper, found it useful, and built on it. But an academic citation only tells you that other academics…
-
Local LLMs for Data Analysis: A Self-Correcting Agentic Loop
Not Smarter, Just Persistent: Local LLMs That Fix Their Own Work This is an account of building Lattice, our agentic data analyst. Lattice works across models (from frontier APIs to…
-
What the 2026 Stanford AI Index Report Tells Us About the State of AI
Every year, Stanford’s Institute for Human-Centered AI (HAI) publishes the AI Index Report, widely considered the most comprehensive, independent snapshot of where artificial intelligence actually stands. Now in its ninth…
-
Announcing the Open-Source Release of the Agentic Paper Review System
In January, we published From Months to Days: AI-Assisted Peer Review with Human Oversight, describing how a multi-agent AI system could assist with large-scale structured academic paper review while keeping…
-
Why CAPTCHAs Are Losing Ground to AI
You’ve done it hundreds of times. A grid of blurry photos appears on your screen: “Select all images with traffic lights.” You squint, click a few tiles, wonder whether that…
-
What if your AI could actually read a table?
Most AI tools handle text well. But ask them about a table in a research paper, and they quietly fall apart. Tablemind was built to fix that. There’s a technique…
