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AutoScientist Part 2 source dataset

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@@ -80,24 +80,24 @@ response states. Sharing a helper would let a wrong formula agree with itself.
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  ## Adaption platform quality grade
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- Graded by [Adaption](https://adaptionlabs.ai)'s own data-quality evaluation (dataset `a2a0c1ba-d061-45bd-9a97-80056fd26c0c`, sampled on 100 rows):
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  | | source (what we trained on) | after platform adaptation |
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  |---|---|---|
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- | Grade | **C** | **B** |
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- | Score | 6.0 | 7.6 |
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- | Percentile (all platform datasets) | 6.9 | **24.6** |
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- | Prompt quality | 5.91 (pct 12.2) | 5.99 (pct 12.2) |
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- | Completion quality | 4.02 (pct 1.6) | 9.17 (pct 37) |
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- Improvement: **+26.7%**. All numbers, including the per-metric percentiles, are exactly as returned by the platform API (`eval/adaption_grade_*.json` in the build repo); where a before/after percentile repeats, that repetition is the platform's own coarse bucketing, not a transcription error.
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  ## Concise vs expanded — the measurement that surprised us
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  The platform's adaptation rewrites our 137-word answers into
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  733-word ones and grades them far higher (completion quality
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- 4.02
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- → 9.17).
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  Two experiments, both blinded and judged in both orderings:
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  **1. Judging the reference text.** Our concise completions vs the platform's expanded
 
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  ## Adaption platform quality grade
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+ Graded by [Adaption](https://adaptionlabs.ai)'s own data-quality evaluation (dataset `23942311-a24d-4930-b014-2d61eedcff73`, sampled on 100 rows):
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  | | source (what we trained on) | after platform adaptation |
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  |---|---|---|
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+ | Grade | **C** | **A** |
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+ | Score | 6.0 | 9.0 |
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+ | Percentile (all platform datasets) | 6.9 | **33** |
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+ | Prompt quality | 5.94 (pct 12.2) | 8.09 (pct 28.9) |
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+ | Completion quality | 4.66 (pct 1.6) | 9.87 (pct 37) |
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+ Improvement: **+50.0%**. All numbers, including the per-metric percentiles, are exactly as returned by the platform API (`eval/adaption_grade_*.json` in the build repo); where a before/after percentile repeats, that repetition is the platform's own coarse bucketing, not a transcription error.
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  ## Concise vs expanded — the measurement that surprised us
96
 
97
  The platform's adaptation rewrites our 137-word answers into
98
  733-word ones and grades them far higher (completion quality
99
+ 4.66
100
+ → 9.87).
101
  Two experiments, both blinded and judged in both orderings:
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  **1. Judging the reference text.** Our concise completions vs the platform's expanded