Agentics

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.

The Automation-Surprise Problem Has a New Name: Multi-Agent AI

The AI Confidence Trick: When Language Models Say They Are Sure, They Are Usually Wrong