Multi Token Prediction is being sold as a free speed hack for local LLMs. Flip one flag in your inference engine and generation speeds up by anywhere from a quarter to a factor of three, at no cost in output quality. That pitch is accurate as far as it goes. However, there is an interesting...
Category: Technology
You Only Know the Right Model After You’ve Used the Wrong One
Which model should run this task? The question has a correct answer. It arrives after you have stopped needing it.
Tokens are not commodities
Token pricing treats every token as interchangeable: one model's tokens against another's, dollars per unit, compare and choose.
You Can’t Extract Fable With a Few Prompts
A widely shared post is making the rounds with an urgent pitch: ask Fable to write down its "operating manual" while it's still free.
The slash command that does nothing
Every few weeks a fresh list of "secret" Claude slash commands makes the rounds - in newsletters, on LinkedIn, on Twitter in Instagram reels.
Govern the Spender, Not the Spend
AI cost is turning out to be a control problem, not a pricing problem — and the only place to fix it is the gateway.
Fork-on-share
How Fork-on-share doesn't give you a URL to update. Why the Fork-on-share model is still working well for many use cases.
The Other Half of the Rediscovery
Thariq, Karpathy, Theo — HTML for LLMs has crossed into the open. But the rediscovery is only the read side. The write side is where the document edits itself.
HTML is being rediscovered in the Context of LLMs
The web was supposed to be writable HTML is being rediscovered. This is happening in how people work with LLMs.
The Center of Gravity Decides Everything
OpenClaw's gateway-first architecture and Hermes Agent's loop-first runtime shape memory, skills, security, and deployment.