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- schmidhuber-problems Public
Stubs for synthetic learning problems from Jürgen Schmidhuber's papers (1989–2025) — companion to hinton-problems
cybertronai/schmidhuber-problems’s past year of commit activity - 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.
cybertronai/hinton-problems’s past year of commit activity - sutro-problems Public
Small reproducible problems for Sutro Group's energy-efficient learning research
cybertronai/sutro-problems’s past year of commit activity - simplified-dally-model Public
Simplified single-processor Manhattan-grid model for explicit communication cost (Dally, CACM 2022)
cybertronai/simplified-dally-model’s past year of commit activity - 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.
cybertronai/SutroYaro’s past year of commit activity - sparse-parity-challenge Public
Submit a Python function that solves sparse parity. Auto-evaluated for accuracy, speed, and energy cost (DMD).
cybertronai/sparse-parity-challenge’s past year of commit activity - sutro Public
cybertronai/sutro’s past year of commit activity - scaling-laws Public
cybertronai/scaling-laws’s past year of commit activity
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