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 ...
SiliconANGLE

Imandra’s new AI coding assistant CodeLogician uses ‘reasoning’ to guarantee the accuracy of its code

A startup called Imandra Inc. says it’s taking artificial intelligence-driven code completion to the next level with the launch of an entirely new and automated reasoning system called CodeLogician.
MIT Technology Review

Context, Language, and Reasoning in AI: Three Key Challenges

Today, artificial intelligence (AI) is rapidly emerging out of R&D labs and into the mainstream. Smart technologies are changing every aspect of our lives, from the way we work, to health care, ...
VentureBeat

Language models can use steganography to hide their reasoning, study finds

In a new study, Redwood Research, a research lab for AI alignment, has unveiled that large language models (LLMs) can master "encoded reasoning," a form of steganography. This intriguing phenomenon ...
Forbes

Why Multi-Hop Reasoning Is Essential For Effective Code Search

As software systems grow increasingly complex, developers face a mounting challenge: efficiently navigating and understanding vast codebases. Although traditional code search methods like vector and ...