Meta's new structured prompting technique makes LLMs significantly better at code review — boosting accuracy to 93% in some cases

This technique can be used out-of-the-box, requiring no model training or special packaging. It is code-execution free, which ...
Wired

Apple Engineers Show How Flimsy AI ‘Reasoning’ Can Be

For a while now, companies like OpenAI and Google have been touting advanced "reasoning" capabilities as the next big step in their latest artificial intelligence models. Now, though, a new study from ...
SiliconANGLE

Harmonic raises $100M at nearly $900M valuation to scale AI model for formal mathematical reasoning

Artificial intelligence for formal mathematical reasoning startup Harmonic AI Inc. announced today that it has raised $100 million in new funding on a nearly $900 million valuation to accelerate the ...
MacRumors

Apple Study Reveals Critical Flaws in AI's Logical Reasoning Abilities

Apple's AI research team has uncovered significant weaknesses in the reasoning abilities of large language models, according to a newly published study. The study, published on arXiv, outlines Apple's ...
VentureBeat

LLMs generate 'fluent nonsense' when reasoning outside their training zone

A new study from Arizona State University researchers suggests that the celebrated "Chain-of-Thought" (CoT) reasoning in Large Language Models (LLMs) may be more of a "brittle mirage" than genuine ...
Geeky Gadgets

Is AI Really Thinking? The Truth Behind Machine Reasoning

Artificial intelligence (AI) has made remarkable strides in recent years, particularly in its ability to reason. At the heart of this evolution are new technologies like neural networks and large ...
Medicine Buffalo

Formal Methods: Logic, Decision Theory and Game Theory

Logic studies how arguments work, and how ideas can fit together. Decision theory studies how decisions should be made, especially under uncertainty. Game theory considers how we reason strategically, ...