Papers
A record of the work.
Longer writing, methods, and evidence.
Long-form essays on model architecture, data, compute, and governance. Each piece presents an argument and a point of view.
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Papers
Longer writing, methods, and evidence.
Long-form essays on model architecture, data, compute, and governance. Each piece presents an argument and a point of view.
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Governance should examine decisions made during model development as well as the conditions of deployment. A useful proposal states what an existing institution can already do and identifies the specific gap it would address.
Training and inference are separate, interacting uses of compute. Deciding where to spend a budget requires a workload, an evaluation target and an explicit account of data and serving costs.
Model architecture, training data and serving constraints interact. A useful comparison separates disclosed designs from measured outcomes and leaves undisclosed choices unknown.