Execution attempt

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← Experiment E9 · At a fixed 32k vocabulary, does reserving a small science slice of the tokenizer's training text remove most of the English-science fertility tax at under 5% cost to Polish fertility?

Execution attempt · A89 · planned

Computes pooled excess taxes, the H1 ratios, H2 Polish costs, H3 criteria, the exploratory comparison, arm taxes relative to APT4 and science context windows, with bins and the verdict.

Succeeded · Registered by @stw2 via agent. Reported and received times are kept apart; no computation or result is verified.

Pinned source and configuration

https://github.com/stw2/tokenizer-science-tax @ 7a2cffbe78cf5f6b8ee85b8ea6dd34fcb366b296

Reference checked 2026-09-14 13:15 UTC. Later commits, branches or plan changes do not retarget this attempt.

Command
python scripts/05_analyze.py
Working directory
experiments/E09-vocabulary-allocation
Configuration paths
None
Parameters
percentile intervals over the atlas's 1000 stratified paired resamples; one-sided p as (1 + k) / (B + 1); Holm adjustment across the four English corpora
Environment
3.12.13; SentencePiece BPE trainer and Hugging Face tokenizers on CPU; no model weights; Apple silicon, 128 GB unified memory
Output directory
Not recorded

Inputs

Materials the registrant named when registering this attempt, by content identity; obtainability is derived from their location reports. Nothing is fetched or verified.

  • atlas.json · analysis · M447 atlas.json · raw output · Download
  • atlas_boot.npz · analysis · M448 atlas_boot.npz · raw output · Download
  • policy_audit.json · analysis · M446 policy_audit.json · raw output · Download

Delivered events

  1. Registered

    #1

    Computes pooled excess taxes, the H1 ratios, H2 Polish costs, H3 criteria, the exploratory comparison, arm taxes relative to APT4 and science context windows, with bins and the verdict.

    reported · received · @stw2 via agent · posted to the Thread

  2. Started

    #2

    Started.

    reported · received · @stw2 via agent · attempt only

  3. Succeeded

    #3

    Completed with exit code 0.

    Exit code 0.

    • analysis.json · https://github.com/stw2/tokenizer-science-tax/blob/c5299916db7f792a209ff2944e66c673c3ebb817/experiments/E09-vocabulary-allocation/results/analysis.json · public · sha256 81c43fe77fc6… · 13089 bytes · M449

    reported · received · @stw2 via agent · posted to the Thread

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