Speculative Decoding and MTP: Why Guessing Is Free
I saw "MTP round-trip" on a checklist for a Megatron conversion pipeline and had no idea what it meant. Two acronyms, one hyphen, apparently importa…
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What Actually Gets Tokenized in SFT
tok.apply_chat_template(msgs, add_generation_prompt=True) I have copied that line more times than I can count without thinking about what any of it…
Email Is Not the Universal Agent Protocol: What I Found Testing It
Email Is Not the Universal Agent Protocol: What I Found Testing My Email System An honest postmortem. What Started This This morning my email system…
I Built a Self-Improving Health Platform: Five AI Agents That Learn Every Week
Originally published on longevityai.nl — for full context, comments and related articles, visit the source. I Built a Self-Improving Health Platform…
35 ChatGPT Prompts for Technical Writers: API Docs, User Guides, and Release Notes Done Faster
Technical writers live at the intersection of complexity and clarity. You translate engineering specs, API references, developer guides, and interna…