Have you ever asked an LLM for JSON and got back "Sure! Here is your JSON:" followed by the JSON? Your parser fails, your pipeline stops, and someone adds a retry loop.
I have been there. For a long time, the fix was a polite prompt. "Reply with valid JSON only. No extra words." It works most days. On the other days, it breaks.
TL;DR: Use GPT, Claude, Gemini, and 50+ more AI models in one place with an AskAnyModel lifetime subscription, now $39.99 (reg. $499). Every AI chatbot wants to gobble…
Let's say that AI will continue to get better without being a major risk due to loss of control. I feel like in this paradigm, it will lead to:1. Fewer and fewer people…
In this article, you will learn how speculative decoding works, why it produces real speed gains at the hardware level, and what modern implementations look...
Discussion (0)
No comments yet. Start the conversation!