Speculative decoding can help AI chatbots improve throughput and reduce hardware demand by using a smaller model to draft tokens that a larger model validates.

Artificial Intelligence has moved far beyond simple question-and-answer systems. Over the last few years, businesses and consumers have become familiar with AI-powered chatbots that can answer queries ...

I’ve tested hundreds of prompts across ChatGPT, Claude, Gemini and even Grok. And after thousands of hours with these chatbots, I can tell you something simple and even game-changing for productivity: ...