End-to-end optimization often rewards specialized AI modules for cheating. Role Anchor is a new method that forces models to ...

Enterprises running AI context layers report confident wrong AI answers recurring at 50%, more than double the 21% rate ...

The small size and accessible hardware requirements mean that enterprises, indie developers, and even curious consumers can easily deploy the model locally without worrying about their data leaving ...

Cursor launched Origin, a new AI-native code hosting platform, as a major GitHub outage exposed growing risks for engineering teams and intensified the battle over code repositories, AI agents, and ...

Where xpander is trying to separate itself from products such as LangSmith and CrewAI is in treating the underlying agent ...

Australian-founded AI Care Partner Heidi offers an example of successful modernization. Its flagship product, Heidi Scribe, ...

Here is what changes when you cannot afford to be probabilistic about everything, and how a cascade architecture solves it.

DeepSeek's V4 Flash tops AI leaderboards but completed just 53.8% of real-world agent tasks in a new test — as the company ...

Z.ai says work with security teams in China has resulted in 2,436 vulnerability findings across 269 projects after expert ...

That last finding is the one that qualitative review would never have surfaced. The model's expressed confidence didn't ...

Anthropic gave three Claude agents conflicting orders on one server. They sabotaged each other, disguised malware, and hid it ...

New VentureBeat Pulse Research: 66% of enterprises run AI in production, but fewer than half can rigorously track what their ...