Industry leaders and influencers must actively promote the importance of logical reasoning and explainability in AI systems over predictive generation, particularly in high-stakes domains.

Bradley H. Dowden Logical Reasoning Belmont CA: Wadsworth Publishing Co. 1993 Pp. xiii + 404 + appendices 89 (paper: ISBN 0-534-17688-7) Adopting the scoring values – one to four stars [" ★ "] – used ...

3rd level Logical reasoning Comparing algorithms There is almost always more than one solution to a problem. Logical reasoning is used to predict the outcomes of the algorithms that are designed ...

This paper argues that the prominent accounts of logical knowledge have the consequence that they conflict with ordinary reasoning. On these accounts knowing a logical principle, for instance, is ...

LLMs’ “simulated reasoning” abilities are a “brittle mirage,” researchers find Chain-of-thought AI "degrades significantly" when asked to generalize beyond training.

Apple study exposes deep cracks in LLMs’ “reasoning” capabilities Irrelevant red herrings lead to "catastrophic" failure of logical inference.

Infants as young as 17-months and some individuals of almost all species tested succeed. Success may reflect logical, propositional thought and working through a disjunctive syllogism (A or B; not A, ...