Agentics

When Developers Stop Reading Code, the Agent Has to Remember Everything

Anthropic's London event produced a striking data point: roughly half the room had shipped Claude-written code without reading it first. The company's new 'dreaming' feature is its answer to what that future actually requires.

Who Decides What a Good AI Agent Is?

IBM Research and Hugging Face published a benchmark. Their choices about what to measure and how will become the industry's default definition of success — whether they say so or not.

Before AI Agents Can Claim to Be Efficient, Someone Has to Define 'Efficient'

A new paper proposes the right unit for agentic energy measurement. The problem: the infrastructure to actually use it doesn't exist yet.

Real Scale, Real Limits: A Knowledge Graph Built to Bet on Structured Retrieval

The Zhejiang-UCL team's open-source academic knowledge graph is MIT-licensed and live on GitHub. Its architecture is a genuine answer to a real problem in AI research agents. But 'automated scientific research' it is not.

Nvidia Has a $350 Target and a 54% Problem

The Activation Gap: Why India Is Announcing AI Agents Faster Than It Can Deploy Them

The Automation Gap: Why ServiceNow Finally Did to Itself What It Sold to Everyone Else

While Google Pitched AI Security Training, Its Agents Already Handled 5 Million Real Alerts

The Flash Memory Trick That Could Make Cloud AI Too Expensive

X Star Is a Two-Year-Old Subsidiary Claiming Its Parent's AI Scale

AI Agents Have Moved $73 Million on Crypto Rails. Nobody Knows Who Is Liable.

Three Universities. Three Papers. One Week. The New Race to Automate Engineering Judgment.