Sutro
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Repositories
- caffeine Public
- wikitext Public
- SutroAlmanac Public
The running record of the Sutro Group, an energy-efficient-AI study group at South Park Commons.
- modalauto Public
- sutro-problems Public
Small reproducible problems for Sutro Group's energy-efficient learning research
- SutroYaro Public
SutroYaro — Sutro Group research workspace for energy-efficient AI training. Point any coding agent at the repo and it becomes a research agent. 34 experiments, eval environment, weekly catch-ups, multi-researcher workflow.
- schmidhuber-problems Public
58 implementations of synthetic learning problems from Jürgen Schmidhuber's papers (1989-2025). Pure numpy, laptop-runnable, paper-comparison metrics per stub. Algorithmic-lineage companion to hinton-problems.
- sparse-parity-challenge Public
Submit a Python function that solves sparse parity. Auto-evaluated for accuracy, speed, and energy cost (DMD).
- simplified-dally-model Public
Simplified single-processor Manhattan-grid model for explicit communication cost (Dally, CACM 2022)
- hinton-problems Public
53 implementations of synthetic learning problems from Geoffrey Hinton's experimental papers (1981-2022). Pure numpy, laptop-runnable, paper-comparison metrics per stub.
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