Releasing the prompt is the new open source.
GENERATIVE AI
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LLMs as Dynamic System Orchestrators Beyond Fixed Agent Harnesses
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the LLM is the computer Ronak Malde (@rronak_) I have long felt that agent harnesses – even claude code – are too restrictive, because they are still designed by humans. New paper for Tinsghua and Shenzhen says, what if AI itself runs the harness, rather than defining it in code? Given a natural language SOP of how an agent should orchestrate subagents, memory, compaction, etc., we can just have an LLM execute that logic! (And AI could design that SOP dynamically and depending on the task too) It's a bit mind-warping to think about, but genius once it clicks. Makes you wonder how else we should be designing AI systems as we can start consuming more and more tokens — https://nitter.net/rronak_/status/2038401494177694074#m
→ View original post on X — @thom_wolf, 2026-03-30 07:44 UTC
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Automatic Translation of Japanese and English Posts Needed
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traduction des post japonais automatiquement en français. Il devrait le faire pour l'anglais aussi…
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Delightful AIs Shelved for Coding and Enterprise SaaS
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the most delightful AIs of our time
— swyx 🐣 (@swyx) 30 mars 2026
shelved to do koding and enterprise saas https://t.co/OtrYwwp12kthe most delightful AIs of our time shelved to do koding and enterprise saas
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AI will make expert knowledge accessible to all
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I would expect that a lot of things that were old hat to experts, but completely inaccessible to most people, will go viral in the coming months. Sure, anyone could have done those things before, but it required a lot of deep knowledge. Now the AI can make it happen by asking.
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Community Showcases Projects Built With Claude Code
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Can I see some links of what you’ve built with Claude code? Blow my mind
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OpenAI Shuts Down Sora App and API by 2026
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OpenAI is killing Sora. "We're saying goodbye to Sora." – OpenAI App & web version shuts down: April 26, 2026 Sora API shuts down: September 24, 2026 Why? OpenAI is shifting compute to coding tools and enterprise. It also ends a planned $1B deal with Disney.
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CapCut Video Studio Uses AI Agent for Full Video Creation Workflow
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CapCut just reinvented video creation — no timeline required. Studio (powered by Dreamina Seedance 2.0) lets AI handle the whole workflow: AI agent brainstorms & builds your storyboard Generates scenes with consistent characters & faces Up to 15 seconds
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ByteDance Releases DeerFlow 2.0 Open-Source SuperAgent on GitHub
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ByteDance dropped an open-source SuperAgent — and it hit #1 on GitHub Trending. DeerFlow 2.0 can: Deep web research with cited sources Generate full reports with charts, images & video Run Python & bash in a secure sandbox Create slide decks & UI components
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Freepik 3D Scenes Turns Product Photos Into 3D Models
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Freepik just turned product photography into a 3D workflow – no studio required. 3D Scenes is Freepik's virtual scene builder, now fully integrated with their 3D Generator: Upload a product photo → get a production-ready 3D model (GLB) Drop it straight into a 3D