No, Codex actually communicates with MagicPat, like it’s Codex that is making the designs. Having it running in the app is a nicer addition to the experience, but the real magic is that it’s Codex that is in control. In their video, it is just a browser lmao.
AI
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The Future of AI in Healthcare and Robotics
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My edgy take: AI is not developing fast enough. Furthermore, there are diseases that we will be able to cure in the future with the help of autonomous AI labs. People still have to perform tedious tasks that could be taken over by robotics. Education is still a mass event, and
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AI enables cheating in education yet devalues skills for employers
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AI lets you cheat your way to graduation, but then companies don't need your skills.
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Local Open-Source AI as a Strategy to Mitigate GPU Shortages
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I believe on-prem and local AI – based on @huggingface open-source models – will be an important answer to the GPU shortages this year (because they are cheaper, faster, safer than cloud APIs)!
— clem 🤗 (@ClementDelangue) 18 mai 2026
Great collaboration between @huggingface & @MichaelDell @Dell to make this a reality… pic.twitter.com/nSYfGnlPqWI believe on-prem and local AI – based on @huggingface open-source models – will be an important answer to the GPU shortages this year (because they are cheaper, faster, safer than cloud APIs)! Great collaboration between @huggingface & @MichaelDell @Dell to make this a reality
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LLMs Like ChatGPT Optimized for Persuasion, Impacting Social Intelligence
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This doesn't define human intelligence, in fact a human's ability to know when it is wrong to manipulate someone might be considered a pretty important element of social intelligence. But anyway, ever since ChatGPT LLMs have essentially been optimized for persuasion…
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Meta paper: Agentic Discovery of Neural Architectures
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NEW paper from Meta: Agentic Discovery of Neural Architectures. This is a hot new area of research! Keep an eye on it.
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How to use persistent objectives with Codex AI agents
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how to use /goal in codex — keep Codex working on a persistent objective until it's solved:
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Paper: GPT-5.4 Nano with Critic-Comparator Reaches SWE-bench Parity
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NEW paper worth reading. GPT-5.4 nano plus a critic-comparator orchestration loop hits 76.4% on SWE-bench Verified, matching standalone Gemini 3 Pro and Claude Opus 4.5 Thinking. The trick is to select from k=8 weak-model proposals using execution and proof signals. What does
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Seeking AI models for stylistic writing critique and sparring
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what’s the best model & harness that just gets writing vibe right? i don’t want any content generated, but sparring partner and for it to really get the style im going for so it can critique i mix up trying a lot of md files, examples and such
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The Strategic Shift Toward Proprietary Model Training in AI
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Very cool to see Cursor doubling down on training great models. In my opinion, ultimately all serious companies in AI will want to train models themselves, based on open-source instead of outsourcing AI to others via APIs!