100x Defect Tolerance: How Cerebras Solved the Yield Problem

Manual inspection of data has probably the highest value-to-prestige ratio of any activity in machine learning. — Greg Brockman, OpenAI, Feb 2023 Tags: machine-learning, openai, ai

[...] much of the point of a model like o1 is not to deploy it, but to generate training data for the next model. Every problem that an o1 solves is now a training data point for an o3 (eg. any o1 session which finally stumbles into the right answer can be refined to drop the dead ends and produce a clean transcript to train a more refined...

Datasette Public Office Hours Application We are running another Datasette Public Office Hours event on Discord tomorrow (Friday 17th January 2025) at 2pm Pacific / 5pm Eastern / 10pm GMT / more timezones here. The theme this time around is lightning talks - we're looking for 5-8 minute long talks from community members about projects they are...

Evolving GitHub Issues (public preview) GitHub just shipped the largest set of changes to GitHub Issues I can remember in a few years. As an Issues power-user this is directly relevant to me. The big new features are sub-issues, issue types and boolean operators in search. Sub-issues look to be a more robust formalization of the existing feature...

ChatGPT reveals the system prompt for ChatGPT Tasks OpenAI just started rolling out Scheduled tasks in ChatGPT, a new feature where you can say things like "Remind me to write the tests in five minutes" and ChatGPT will execute that prompt for you at the assigned time. I just tried it and the reminder came through as an email (sent via...