Frontier models are failing one in three production attempts — and getting harder to audit

Stanford's 2026 AI Index: frontier models fail one in three attempts, lab transparency is declining, and benchmarks are ...

Five signs data drift is already undermining your security models

Security professionals can recognize the presence of drift (or its potential) in several ways. Accuracy, precision, and ...
CIO

Why AI systems fail at scale and what you should measure instead of model accuracy

A model can be 95% accurate and still be a disaster if it’s too slow or drifts. Don't just watch the model — watch the ...
Live Science

'Not how you build a digital mind': How reasoning failures are preventing AI models from achieving human-level intelligence

Existing LLM architecture may not support the problem-solving capabilities needed to underpin human-level AI, the authors of ...
HHS

Open-Weight AI Models Fail the Jailbreak Test

Cisco tested eight major open-weight artificial intelligence models and found multi-turn jailbreak attacks succeeded nearly 93% of the time. (Image: Shutterstock) Enterprise artificial intelligence ...
Geeky Gadgets

Smarter AI Fails in Worse Ways New Research Reveals

As artificial intelligence systems grow more advanced, their failures are becoming increasingly unpredictable and chaotic. Recent research, highlighted by Claudius Papirus, introduces the concept of ...

The Operating Model Shift CIOs Can’t Afford To Ignore

As autonomous capabilities mature and standardize across platforms, the competitive advantage of early architectural redesign ...