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Guest Talk with Simone Cicero | Perspectives on the Platforms vs Protocols Debate: A Reality Check

Talk Simone Cicero

Simone Cicero presents a systematic comparison of platform and protocol business models, arguing that platforms derive value from a triad of product, marketplace, and extensibility features while protocols can theoretically deliver equivalent or better value propositions but suffer from weaker defensibility and immature go-to-market organizational doctrine. He proposes that protocols may extract revenue legitimately only when they maintain stateful representations and run infrastructural functions, and discusses cases like ONDC in India where policy enforcement, not organic competition, solves the bootstrapping problem.

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Guest Talk with Daniel Bashir | A Survey of AI for the Protocol-Minded

Daniel Bashir, ML engineer at AWS and host of The Gradient podcast, surveys how protocol thinking applies across AI—from funding and scaling laws (like DeepMind's Chinchilla compute-optimal training protocol) to benchmarks (perplexity vs. François Chollet's ARC benchmark for measuring sample-efficient generalization) to regulation (the EU AI Act's risk-tiered categorization). He argues that nearly every layer of AI development—research, engineering, deployment, and governance—can be reframed as a set of competing or evolving protocols, using examples like Sarah Hooker's 'hardware lottery' and Tolga Bolukbasi-style debates over fair/responsible AI operationalization.

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Guest Talk with Trent Van Epps | Capital and Enclosure in Software Commons: Linux & Ethereum

Trent Van Epps, researcher at the Ethereum Foundation and steward of Protocol Guild, presents a framework distinguishing capital and commons modes of production, then applies it to case studies of Linux (and Red Hat's gradual enclosure of CentOS) and Ethereum. He argues Ethereum is unique among software commons because it contains embedded capital circuits (proof-of-stake ETH, MEV, liquid staking) and produces a single globally-bound state object, raising the question of whether this containment stabilizes or dooms the commons to capture, and proposes Protocol Guild's unaffiliated funding model as a partial countermeasure.

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Guest Talk with Dara O'Rourke | How to Blow Up a Carbon Data Pipeline

Dara O'Rourke, professor of sustainability sciences at Berkeley, argues that mainstream carbon protocols like the Greenhouse Gas Protocol, CDP, and Science Based Targets initiative have become 'up and out' external reporting systems that are easily gamed and fail to drive actual decarbonization, citing CDP's own finding that only 0.4% of reporting firms have credible decarbonization plans. Drawing on his six years building Amazon's internal carbon system of record (with Venkatesh Rao), he proposes shifting to 'down and in' actionable input metrics—like grams of CO2 per unit shipped—embedded directly into company optimization algorithms for procurement, routing, and R&D, rather than annual aggregate disclosures.

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