Why Reasoning Models and AI Agents Are Making Traditional Business Logic Obsolete

Your AI tools are already obsolete—reasoning engines now embed business rules, eliminate hallucinations, and operate without human oversight. Here’s what changed.

The Beam Search Renaissance: Why Greedy Decoding Falls Short for Future AI Agents

Greedy decoding has dominated AI reasoning for years—but a 1976 algorithm is quietly outperforming it by up to 40%. Here’s why.

AI ‘Reasoning’ Masks Statistical Mimicry, Researchers Caution Against Dangerous Illusion

AI’s eloquent responses hide a dangerous truth: it’s all statistical mimicry, not reasoning. Why experts warn against trusting the illusion.

Beyond Human: How Claude’s Opus 4 & Sonnet 4 Models Are Redefining AI Reasoning

AI that thinks before answering? Claude’s Opus 4 & Sonnet 4 turn weeks of work into hours—but that’s not even the strangest part.