~/talks

Joe Spisak

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Community Led Open Source RLPyTorch Conference Europe 20262026-04-07
Open Enve is a GitHub spec under Meta PyTorch plus a Hugging Face hub with a CLI that lets developers push environments; the initial project surfaces a…
Talk 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…
Organiser on
The Building Blocks of Agentic AlPyTorch Conference 20252025-10-22
Company-scale stack for agentic AI that targets hardware heterogeneity and on‑device inference, with concrete projects and claims: LLMs generating kernels and…
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Keynote: Building the Open Agent Ecosystem Together: Introducing OpenEnvPyTorch Conference 20252025-10-22
Announces OpenEnv as an end-to-end framework for creating, deploying, hosting and using agentic RL environments with simple APIs and a Hub integration on…
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Keynote Panel Discussion: Signal vs. Noise: Betting on AI’s Next WavePyTorch Conference 20252025-10-22
Five VCs debate concrete signals: forks over stars and founders who show grit by doing 100 customer interviews, not vanity metrics; one firm reports one in…
Panel on
Keynote: Scaling Intelligence: Infrastructure as the FoundationAI Infra Summit at PyTorch Conference 20252025-10-21
Walks through concrete infrastructure pain points and the engineering responses: why fine-tuning pipelines break at scale and how data/compute orchestration…
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Keynote: Framing the Frontier of Machine IntelligenceMeasuring Intelligence Summit 20252025-10-21
Agenda outlines concrete evaluation and infra work: morning focuses on Helm evaluation and benchmarked results plus the Weaver weak verifiers RL project; a…
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Keynote: Noam Brown, Research Scientist at OpenAI in Conversation with Joe SpisakMeasuring Intelligence Summit 20252025-10-21
Leads reasoning work at OpenAI and traces a path from superhuman poker AIs to Cicero diplomacy agent that placed second in its league yet was preferred by…
Interview on
Meta's Roadmap for Full Stack AIRay Summit 20242024-09-30
Llama drives 400M+ downloads and over 65,000 derivatives and Meta reports models trained on large token counts (the 4–5B class sees ~15T tokens). New releases…
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The State of the Llama EcosystemPyTorch Conference 20242024-09-18
Llama sees 350M+ downloads and a jump in usage and releases culminating in the 405B model with 128k context and a changed license that explicitly allows…
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Bringing Llama 3 to LifeAI Infra @Scale 20242024-07-31
Meta releases an open-weight Llama 3 family including a 405B / 45B model trained on about 15 trillion tokens using 16k H100 GPUs, with the 45B comparing well…
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Keynote: How PyTorch Became the Foundation of the AI RevolutionPyTorch Conference 20232023-10-16
PyTorch claims 20% year‑over‑year growth, enables 600,000 projects, and records nearly 276 million downloads since 2021, with roughly 3,000 contributors since…
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Keynote: PyTorch 2.1 Technical Deep DivePyTorch Conference 20232023-10-16
PyTorch 2.1 shows concrete gains: torch.compile reaches broad adoption and reduces graph breaks to boost single‑GPU training 1.8x training on 180+ models and…
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Keynote: Welcome & Opening Remarks – Joe SpisakPyTorch Conference 20232023-10-16
Over 100 projects in the PyTorch ecosystem and 317,000 GitHub repos depend on it, and the talk lists five concrete priorities: well tested with green CI, clear…
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Keynote: The Llama Ecosystem: Past, Present and FuturePyTorch Conference 20232023-10-16
Llama begins as a scrappy Paris research project and scales to 7B, 13B, 70B models with an instruction-tuned Llama 2 and Code Llama checkpoints (7, 13 and 34B)…
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F8 Refresh | Deep Learning with PyTorchF8 Refresh 20212021-06-02
Live demo builds a model in PyTorch that trains on Fashion‑MNIST with SGD and NLLLoss, logs to TensorBoard in a Colab/Jupyter notebook and gets useful…
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APAC/ US Opening TalksPyTorch Ecosystem Day 20212021-04-21
Project updates and deployments focus on concrete tools and measured outcomes: releases ship quarterly (~3,000 commits, 800+ contributors) and the 1.8 cycle…
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EMEA/US Opening TalksPyTorch Ecosystem Day 20212021-04-21
Five short updates: a personal path from research to contribution and forum-led feature work that helps shape priorities; release process now runs quarterly…
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PyTorch ReleasePyTorch Ecosystem Day 20212021-04-21
Releases ship every three months with maintenance patches; the project has ~1,800 contributors and the last cycle adds 3,000+ commits and 41 features reviewed…
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PyTorch Summer Hackathon WinnersPyTorch Developer Conference 20192019-10-08
Menlo Park hosts a 28‑hour hack with 74 participants; the global event runs five weeks and attracts about 1,500 submissions. First‑place build is a usable…
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