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[Large language models][Large language models Blog Post] are functions that map text to text. Given an input string of text, a large language model predicts the text that should come next.
ROOST and OpenAI have prepared a guide that explains how to write policy prompts that maximize [gpt-oss-safeguard's](https://github.com/openai/gpt-oss-safeguard) reasoning power, choose the right policy length for deep analysis, and integrate oss-safeguard's reasoning outputs into production Trust &
Codex and the `gpt-5.2-codex` model (recommended) can be used to implement complex tasks that take significant time to research, design, and implement. The approach described here is one way to prompt the model to implement these tasks and to steer it towards successful completion of a project.
This course is intended to provide you with a comprehensive step-by-step understanding of how to engineer optimal prompts within Claude.
generic skill
- origins of attention https://x.com/karpathy/status/1864023344435380613
Explanation and techniques used described on the blog: https://lspace.swyx.io/p/reverse-prompt-eng
2. ai scientist - self improvement/automate AI research
> this ended up being the best list — [Andrew Chen](https://twitter.com/andrewchen/status/1642626083962130432?s=46&t=90xQ8sGy63D2OtiaoGJuww)
- https://www.youtube.com/watch?v=Ums_VKKf_s4
- gdb's [developer demo livestream](https://www.youtube.com/watch?v=outcGtbnMuQ)
- https://platform.openai.com/docs/guides/fine-tuning
https://willthompson.name/what-we-know-about-llms-primer#block-920907dc37394adcac5bf4e7318adc10
Podcast prep notes: https://docs.google.com/document/d/1VK5Zs7rYggF0qiceghlR2xtlGgk-g4pkEgJqnsG_sys/edit?usp=sharing
- replaces model selector?
- March 23 - plugins preview https://openai.com/blog/chatgpt-plugins
easiest way i know to run the benchmarks yourself is https://github.com/EleutherAI/lm-evaluation-harness
> ⚠️ This is a **very** new/immature list, created for [the Latent Space Demo Day](https://lspace.swyx.io/p/demo-day-2023). The category labels not that well thought through. Please [get in touch](https://discord.gg/gR6yP6wbfq) if you have better ideas for how to organize this, it is welcome.
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The following open source dependencies are used to build the [github/github-mcp-server][] GitHub Model Context Protocol Server.
The following open source dependencies are used to build the [github/github-mcp-server][] GitHub Model Context Protocol Server.
The following open source dependencies are used to build the [github/github-mcp-server][] GitHub Model Context Protocol Server.
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