AI Tools

7 articles

AI News

Hallucination Rates: Up to 94% Wrong

Hallucination rates range from 22 to 94 percent across the leading AI models, and the failure pattern is oddly predictable: accuracy collapses specifically when a false claim is framed as

Stuart Kerr ·
AI News

Cognitive Ease: The 2026 AI Trap

A randomised trial proved AI tools made developers 19% slower, yet 69% kept using them anyway. Cognitive ease, not productivity, explains why: the work felt easier even when it took

Stuart Kerr ·
AI Tools

Self-Hosted AI Models: The 2026 Case

Self-hosted AI models now deliver 70-85% of frontier quality at zero marginal cost per query. Here's why running models locally is a substantially stronger case in 2026 than it was

Stuart Kerr ·