AI news in plain English—and why it matters

Google AI Introduces EnvHarness: A Programmable Layer That Turns Static Agent Environments Into Adaptive Training Worlds

Researchers and developers can use the Apache-2.0 release to improve existing agent-training environments without rewriting their tasks or human-made checks. The reported gains are limited to five tests, so the practical benefit outside those settings is not yet clear.