~/talks

Mark Collier

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who talks about the same things

titleconferencedate
Building Frontier Intelligence in the OpenKubeCon + CloudNativeCon + OpenInfra Summit + PyTorch Conference China 20262026-09-07
PyTorch Foundation now hosts six projects and PyTorch sees 44% contributor growth in one year while VLM grows 185%. Open models get day‑zero support for Kimiko…
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Co-Evolution: How the Open Source Intelligence Stack CompoundsPyTorch Conference Europe 20262026-04-07
Argues that AI progress comes from synchronized updates across models, training frameworks, inference engines, RL systems, hardware and cloud, and that open…
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Reliable Agentic AI, the Open WayAI By the Bay 20252025-11-17
AI shifts from chat to systems and the talk lays out three concrete pillars: training, inference, agents, with specific claims and examples. Infrastructure…
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3 Pillars of Open Source AI: Training, Inference, AgentsAI_dev Europe 20252025-08-28
Open-source AI splits into three concrete pillars: training (PyTorch holds ~80% market share, big projects scale from 20B to 120B parameters), inference…
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OpenStack Rising: How 3 Open Source Trends Are Defining the Next Generation of InfrastructureOpenInfra Day Sweden 20242024-05-07
OpenStack shows a concrete resurgence driven by three forces: digital sovereignty, VMware-driven migrations and AI infrastructure demand. Evidence: a…
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How Open Standards Can Heal the Open Wound of AIAll Things Open 20232023-10-15
Argues that open standards and open source are the practical remedy to concentrated AI power, citing concrete wins and gaps: OpenStack powers about 45 million…
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OpenInfra Summit 2022 Berlin: Keynote Day 1OpenInfra Summit Berlin 20222022-06-07
Day 1 opens with a foundation strategy claiming the cloud can grow 20x from today’s $3.6T IT market, backed by concrete community scale: 25 million cores…
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Distributed PowerOpenStack Summit Paris 20142014-11-03
Claim: next billion people come online on smartphones in ~6 years, two thirds of Sub‑Saharan Africa gain 3G in ~5 years, and an iPhone launch weekend ships 25×…
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Distributed Power (Full Day 2 includes CERN, Expedia, TapJoy and Telco Panel)OpenStack Summit Paris 20142014-11-03
Claim: distributed infrastructure wins when it reduces cost, speeds rollout and scales to science. Concrete outcomes: CERN runs 75,000 cores today with four…
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