Smart feature. The "I want a public demo but don't want people cloning my model" problem has been a real friction point for researchers. Combined with custom domains this makes HF Spaces genuinely production-viable.
AI
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OpenSage: The First Self-Designing Agent Development Kit
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1/ Introducing OpenSage: the first AI-centric Agent Development Kit (ADK). Today's agents are designed by humans — fixed topologies, handcrafted tools, rigid memory. It's time for agents to design themselves. [Translated from EN to English]
→ View original post on X — @berkeley_ai, 2026-03-23 15:27 UTC
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OpenAI in Advanced Talks to Buy Electricity from Helion Energy
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OpenAI is in advanced talks to buy electricity from Sam Altman-backed fusion startup Helion Energy, according to a person familiar with the situation. OpenAI could secure a guaranteed portion of Helion's production, initially 12.5%, per the source.
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Lakebridge AI Speeds Warehouse Migration with SQL Conversion
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We're making warehouse migrations faster and more predictable with Lakebridge’s latest AI-powered updates.
— Databricks (@databricks) 23 mars 2026
See what’s new:
➡️ Synapse support in the assessment profiling tool
➡️ AI-powered SQL conversion
➡️ A guided desktop app that brings assessment, code conversion, and… pic.twitter.com/5bOyTpiYe9We're making warehouse migrations faster and more predictable with Lakebridge’s latest AI-powered updates. See what’s new: Synapse support in the assessment profiling tool AI-powered SQL conversion A guided desktop app that brings assessment, code conversion, and
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UTA Startup Faces Financial Challenges Despite Best Efforts
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UTA might fail financially (I go broke doing it maybe) but I hope you will enjoy us trying our best and giving it the best shot we possibly can. With love.
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Avatar Trailer: Homegrown Engineering and Animation Excellence
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I’m so excited for the next Unleash the Avatar trailer. Homegrown engineering, animation, and art excellence. Maybe we’ll do a a playable roadshow side by side too so many of you can experience it. Spent a considerable amount of the last 18 months of our life on this.
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OpenAI Offers Private Equity Firms 17.5% Guaranteed Returns
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OpenAI is offering private equity firms a standout 17.5% guaranteed return plus early access to new AI models to win enterprise partnerships. I digged a bit into this (deleted last post). This kind of incentive is unusual but strategic in a fast-moving, high-stakes market.
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AI Voice Agent Calls 3000 Irish Pubs Over St. Patrick’s Weekend
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AGI has been achieved in Ireland. Artificial Guinness Intelligence. Engineer Matt Cortland built an AI voice agent named Rachel, gave her a Northern Irish accent, and pointed her at every pub in the country. Over St. Paddy's weekend, she rang 3,000+ of them to ask one
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Moving Toward Race-Neutral Clinical Algorithms in Healthcare
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We have a new piece in Nature Health led by @dmshanmugam, @sidhikab1, and a wonderful team of coauthors on how to move towards a world in which race is not used in clinical algorithms! Divya Shanmugam (@dmshanmugam) New in Nature Health: how might we move towards a world in which race is not used in clinical algorithms? We need (1) careful comparison of race-aware and race-neutral algorithms and (2) systemic efforts to address underlying disparities. — https://nitter.net/dmshanmugam/status/2036097222404628670#m
→ View original post on X — @berkeley_ai, 2026-03-23 15:11 UTC
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OpenAI Microsoft exclusivity deal and nonprofit structure questions
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1) Afaik OAI still has exclusive deal with Microsoft regarding access to the models. This would completely bypass that. 2) Does the division between for-profit and non-profit still exist? I'd be interested to know how the exclusive access for private equity firms to internal