IT Services Circle

Nov 4, 2026 · Artificial Intelligence

Jev's Dangerous Fallacy: Rational Judgments, Stupid Conclusions

The article analyzes a benchmark where Jev's phishing detection accuracy jumped from 62.6% to 95% by decomposing the task into probability signals and a logistic regression aggregator, but warns that this approach fails for complex decisions with interactions, feedback loops, and strategic environments, as local optima can produce globally foolish outcomes.