Soliciting papers on data transformation, synthetic data, new training paradigms, evaluation, auditing, policy, and more! We need more PC members! Please sign up here? https://
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pQLScnR3mVEc41ocHZbU9Zpmru7t6tqOIja1X3D6VAZN6xYrqA5A/viewform
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Call for papers and PC members on data transformation and synthetic data
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Workshop on Responsible Data for Foundation Models at COLM2026
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Workshop on Responsibly Enabling Data for Foundation Models at #COLM2026 October 9 in SF "Unlocking sensitive data sources responsibly for the next generation of AI" – Amazing invited speakers – Submission deadline: June 23 – Do *you* want to be a PC member? @COLM_conf
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Questioning contribution to weights: answerable but opens cans of worms
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I would counsel anyone who wants to ask the question "How much has X contributed to the weights?" that a) that question is certainly answerable and b) all answers to that question open very large cans of worms.
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Discover my lists and AI that finds the best content
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Wait until you discover all mine: https://
x.com/scobleizer/lis
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… And my AI that watches them all and finds the best: https://
alignednews.com/ai -
Hybrid agentic inference in Perplexity Computer
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Read more about hybrid agentic inference in Perplexity Computer:
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Perplexity Computer announces hybrid agentic inference with local and cloud
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Today we're announcing that hybrid agentic inference is coming to Perplexity Computer.
— Perplexity (@perplexity_ai) 2 juin 2026
Computer can split tasks between a local model running on your machine and frontier models in the cloud. This keeps private data on your device and maximizes token efficiency.
Coming soon. pic.twitter.com/6t3PrmI1FXToday we're announcing that hybrid agentic inference is coming to Perplexity Computer. Computer can split tasks between a local model running on your machine and frontier models in the cloud. This keeps private data on your device and maximizes token efficiency. Coming soon.
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Microsoft unveils agent control devices, reminiscent of OpenAI’s expected hardware
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This came as a surprise: Microsoft has unveiled handheld and desktop devices designed to control one's agents. It reminds me of what I had expected from OpenAI’s hardware-standalone devices for controlling agents.
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AI badge device featuring camera, voice control, and agents
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Badge form factor AI device With camara, voice control and AI Agents
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Project Solara: New chip for Agent-first world and devices
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Project Solara A new chip for an Agent-first world and Agent-first devices.
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Deploy Hermes Agent with NVIDIA NemoClow and OpenShell for reusable workflows
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Teach an agent a workflow once. Have it remember after every rebuild. This tutorial shows how to deploy @nousresearch Hermes Agent with NVIDIA NemoClaw and OpenShell, connect it to Slack, Outlook, GitHub, and NVIDIA developer forums, then turn a chat correction into a reusable