Agent context layers: Enterprises governing their AI data are catching twice as many bad answers as the ones who aren't

Across 101 enterprises, the context feeding AI agents is failing often and repeatedly. Sixty-eight percent have traced a confident but wrong agent answer to missing or inconsistent business context in [...]

Ultrahuman brings snoring detection and respiratory health tracking to the Ring Air

The Ultrahuman Ring Air now has the capacity to track snoring and general respiratory health. This is thanks to proprietary technology called Respiratory Health PowerPlug, which is basically a suite o [...]

Agentic reliability and evaluations : Enterprises that got burned by a bad eval are the most likely to remove humans from the loop, not the least

Across 108 enterprises, trust in automated agent evaluation rose sharply in July — and the failure rate it is supposed to predict did not move at all. The share of organizations that fully trust aut [...]

Enterprises using multiple AI models are underestimating failure rates by 2.25x

A team routing queries across a coding specialist, a logic specialist, and a generalist model assumes each will cover the others' blind spots. A new study evaluating 67 frontier models from 21 pr [...]

Intent-based chaos testing is designed for when AI behaves confidently — and wrongly

Here is a scenario that should concern every enterprise architect shipping autonomous AI systems right now: An observability agent is running in production. Its job is to detect infrastructure anomali [...]

Context decay, orchestration drift, and the rise of silent failures in AI systems

The most expensive AI failure I have seen in enterprise deployments did not produce an error. No alert fired. No dashboard turned red. The system was fully operational, it was just consistently, confi [...]

Avowed review: Elder Scrolls? I don’t know her

Sorry, beefcakes, but this review isn’t for you. All the fighters and rangers out there will still get a sense of how phenomenal Avowed is, the lushness of its environments, the clarity of its comba [...]

Enterprises with AI context layers report agent failures at more than twice the rate of those without one

A company builds a governed context layer specifically to stop its AI agents from confidently giving wrong answers. Once that layer is live, the company is more than twice as likely to report the fail [...]

Cyber Monday Lego deals you can still shop today: Up to 50 percent off Star Wars, Disney, Harry Potter and more toy sets

Were you a Lego set kid or a giant-bucket-of-Legos kid? I was a sets kid all the way — I loved, and still love, the zen feeling of building something incredible a little bit at a time. Also, every t [...]