the “cyber refusal” thing is ridiculous, literally trying to harden my own app 😭

We were able to fine tune an open weight model (Qwen3.5-9B) on proprietary internal data at @coinbase, and it out performed frontier models, at much lower cost and speed, for a specialized task (fraud prevention in this case). I think we'll see more of this pattern inside companies. The frontier models are amazing generalists. But increasingly you'll see specialist models out perform on more narrow tasks, either working on teams, or by themselves. We're making it easy to fine tune models internally for our employees. We even have a skill for it in our internal harness that makes it easy to spin these up and start training them: "/fine-tune-and-serve-llm I want to fine-tune Qwen for payments risk review. help me get started" I imagine we'll have some backend services that could be replaced entirely by this new architecture.

Your ChatGPT subscription is now also a Devin subscription

All in. Every time. Julia Garner and Anthony Boyle star as Caroline Ellison and Sam Bankman-Fried in this limited series about the love scorned prodigies behind the FTX scandal. The Altruists premieres November 19.

Still trying to figure out why OpenAI made dots $100+ pro subscription only.

Pretty bad for the GPUs. We’re going to need more compute

You can ask your dot to "create a pet and set it as your avatar". It can be based on an idea, an image or pretty much anything. Here is my dot

Hi! What would you like to see us ship for dots and space in the next two weeks? Or how can we improve things in other parts of the product.