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 ...

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

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

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

The headline numbers are striking: Writer says its agent product now operates at an average 52% lower cost, with a 48% improvement in speed and a 10% improvement in quality when paired with Palmyra X6 ...

For enterprise developers, Harness may ultimately be the more consequential part of Thursday’s announcement. Models can ...

Because the weights are open, that entire experimentation phase can happen on a company's own hardware, with no ...

Skan AI, a startup that builds what it calls a " context graph of work " by observing how employees actually perform their jobs across enterprise software, has raised $63 million in Series C funding ...

Four of five enterprises that secured AI agent identities never built isolation to contain a compromised agent, VentureBeat's July Pulse survey found.

SLA-backed regional inference, five-year European Compute Unit contracts, hosting China's GLM-5.2, and 1 gigawatt of compute ...

Grok 4.6 does not establish an uncontested performance lead. Its launch instead presents a different proposition: ...