RLAIF replaces the human who chooses between two responses with a model that chooses between two responses. Everything downstream — the preference loss, the reward model, the policy update — is unchanged. The entire question is whether the labels are good enough, and in what way they are wrong.
In
The Nautilus DevOps team is setting up recurring tasks on different schedules. Currently, they're developing scripts to be executed periodically. To kickstart the process, they're creating cron jobs in the Kubernetes cluster with placeholder commands. Follow the instructions below:
devops.
We just launched OliverGraph in beta.
OliverGraph connects to tools like Slack, GitHub, and docs and keeps track of the context behind the work happening there.
You can use the OliverGraph brain to ask questions across that context, or connect agents through our MCP server so they can pull in past decision...
This article covers the MCP setup and configuration for using Looker with Codex to enhance and extend Looker operations over MCP.
This paper is the third pass at the same idea. The original used Gemini CLI:
Most chatbot removals are argued from irritation rather than from measurement, which is why they take six months and get reversed. There are four numbers that settle it, and the honest version of the decision usually turns out to be about the interface rather than about the model behind it.
“Should we remove the chatb...
This is a submission for Frontend Challenge - Comfort Food Edition, CSS Art.
When I saw the title of the challenge, I immediately knew — it was time to make chicken pilaf. This is one of my favorite dishes that I can feed all my loved ones with.
I also decided to experiment with ...