~/talks

Matt White

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who talks about the same things

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PyTorch CTOPyTorch Conference Europe 20262026-04-07
PyTorch Foundation reports 73 projects total with five hosted in the foundation and 68 ecosystem projects, adding nine new projects in the last three months…
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Welcome & Opening RemarksPyTorch Conference 20252025-10-22
Announces the PyTorch Foundation moving to an umbrella model and hosting core projects VLM, DeepSpeed, Ray to cover inference, training, and distributed…
Organiser on
Welcome BackPyTorch Conference 20252025-10-22
Meta announces a PyTorch stack with concrete tools and partnerships: Helium lets engineers write GPU kernels in ~30 lines with autotuning and…
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Keynote: Welcome Back to Day 2PyTorch Conference 20252025-10-22
Day two opens with logistics and community notes: attendees report posters and a busy Flare Party, and the exhibit floor hosts a PyTorch gear store with…
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Keynote: Closing RemarksPyTorch Conference 20252025-10-22
Announces conference giveaways and contest winners, reading names and ticket numbers live and handing out prizes: top scorer on the Hoova app leaderboard Ara…
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Keynote: Welcome & Opening RemarksOpen Agent Summit 20252025-10-21
Conference logistics: rooms on second and third levels, PyTorch associate training across the hall, startup showcase at 5:00 in rooms 2014 and 2016 and welcome…
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Keynote: Welcome BackOpen Agent Summit 20252025-10-21
Keynote announces a concrete PyTorch Foundation roadmap with timelines for agent-focused APIs and an open governance charter for model contributions, outlines…
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Keynote: Closing RemarksOpen Agent Summit 20252025-10-21
Claims building an Agentic AI ecosystem rather than just a standalone technology, anchored by the PyTorch Foundation and emphasizing openness over silos and…
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The Good, The Bad And The Ugly Of Open Source AIAll Things Open 20252025-10-12
Argues that open source AI rebounds in 2025 with Chinese labs (DeepSeek, Alibaba Qwen, Moonshot AI, Z.AI) and releases like Grok 2 and GPT-OSS, critiques…
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Open AI (Two Words): The Only Path Forward for AIOpen Source Summit North America 20252025-06-23
Argues that open-source AI is regaining parity with closed models as the performance gap shrinks to about one to two months, driven by projects like PyTorch…
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Keynote: Welcome & Opening RemarksPyTorch Day China 20252025-06-07
PyTorch Foundation announces it is now an umbrella foundation hosting projects beyond core, with over 30 members and two new hosted projects added recently VLM…
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Welcome & Opening RemarksPyTorch Day France 20252025-05-07
PyTorch Foundation shifts into an umbrella foundation hosting multiple projects, now with over 30 members and an ecosystem of over 70 projects. Two…
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Open Source Al and PyTorchOpen Source Summit Japan + AI_dev 20242024-10-28
Open source AI is framed as an ecosystem around PyTorch and related tooling, not just academic reproducibility; building a model like Mistrl 7B under Apache…
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Introducing the Model Openness Framework: Achieving...AI_dev: Open Source GenAI & ML Summit Europe 20242024-06-19
Model Openness Framework defines a practical checklist for deep‑learning models with 17 components (code, data, documentation, weights), recommends treating…
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The Model Openness Framework: Promoting Completeness and Openness for Reproducibil...Open AI + Data Forum @ Open Source Summit North America 20242024-04-16
A framework that classifies models by completeness and binary openness and lists 16 artifacts (architecture, weights, eval data, model card, etc.) produces a…
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The Future of Open Source AI & The Generative AI CommonsAI.dev: Open Source GenAI & ML Summit North America 20232023-12-12
Open source generative AI is moving toward domain-specific LLMs, RAG pipelines using Milvus and Cassandra, ensemble-of-experts architectures and automated…
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Synthetic Reality: How Artificial Intelligence will Shape the Metaverse and Everything..Open Metaverse Summit @ Open Source Summit North America 20232023-05-10
Argues that AI will underlie the metaverse, powering generative AI for avatars, text-to-world and 3D asset creation (Midjourney v5, DreamFusion/Stable…
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Panel Discussion: Let’s Get Real - Life in the Fast Lane of the MetaverseOpen Metaverse Summit @ Open Source Summit North America 20232023-05-10
Panelists describe real deployments and gaps: a high‑resolution volumetric capture pipeline already replaces crowd shoots (volumetric capture used for every…
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How TDD and CDD make your apps suck lessRuby|Web Conference 20102010-09-09
Claim: using Test Driven Development plus Comment Driven Development makes code measurably better. Demonstrates writing tests around commented code, adding…
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