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 ...

Karpathy shares 'LLM Knowledge Base' architecture that bypasses RAG with an evolving markdown library maintained by AI

Karpathy proposes something simpler and more loosely, messily elegant than the typical enterprise solution of a vector ...
ZDNet

I tested Meta's Code Llama with 3 AI coding challenges that ChatGPT aced - and it wasn't good

A few weeks ago, Meta CEO Mark Zuckerberg announced via Facebook that his company is open-sourcing its large language model (LLM) Code Llama, which is an artificial intelligence (AI) engine similar to ...
Forbes

Why AI-As-Coder Is Said To Be The Fastest Path Toward Reaching Artificial General Intelligence

Forbes contributors publish independent expert analyses and insights. Dr. Lance B. Eliot is a world-renowned AI scientist and consultant. In today’s column, I examine a popular belief that if we can ...
Dark Reading

Pervasive LLM Hallucinations Expand Code Developer Attack Surface

Software developers' use of large language models (LLMs) presents a bigger opportunity than previously thought for attackers to distribute malicious packages to development environments, according to ...
Searchenginejournal.com

Unlocking The Power Of LLM And Knowledge Graph (An Introduction)

We are in an exciting era where AI advancements are transforming professional practices. Since its release, GPT-3 has “assisted” professionals in the SEM field with their content-related tasks.
InfoWorld

Here’s how Google is using LLMs for complex internal code migrations

The tech giant has developed a step-by-step AI toolkit that it says has improved end-to-end code migrations by 50%. Code migration is a critical process in maintaining software applications. It helps ...
InfoWorld

AI coding tools are your interns, not your replacement

“AI models currently shine at helping so-so coders get more stuff done that works in the time they have,” argues engineer David Showalter. But is that right? Showalter was responding to Santiago ...