LLM Degrades with More Info, A Sociable Neural Network, LLM App Hosted on MacBook Pro, & Perplexity's New Round

A new white paper about pushing more data to LLMs, a new neural network converses better and more efficiently than LLMs, an LLM app hosted on a MacBook Pro, and Perplexity AI is worth $500 million

LLM Performance Degrades As You Add More Information

Your LLM's performance may degrade as you add more information 🧠.

Researchers from Peking University published a white paper showing how LLMs degrade as more outside information is pushed in. Since LLMs are static, they often need more information, and that added info comes at a cost.

That cost goes up …