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ae01165 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 | # GaugeBench
A board you can actually sit on.
Not GSM8K. Six listed rate items. Exact Q match.
```
python3 PROCESS.py
python3 gaugebench.py
```
```
SCORE process 6/6 torch 5/6 fd 1/6
x**3 at 2/3 exact 4/3 process 4/3 torch 1.3333335
```
Finite diff misses almost everything at 1e-6 vs Fraction.
Torch misses `4/3` at 1e-9.
Process prints the Fraction.
---
## Attention path
1. Upload `YOURUSER/process-calc` with PROCESS.py + gaugebench.py.
2. Space: two columns, live 6 rows, big **6/6**.
3. Title: "Exact rate, no limits. GaugeBench 6/6."
4. Daily Papers / Spaces will not treat this as MMLU. They will treat it as a toy that prints `4/3` when autograd prints `1.3333335`.
That is enough to get a look.
Do not claim GSM8K or 10× Llama.
---
## Grow the board
Add more listed polys, then inverse/θ rows (`1/x` at 0 must θ).
A second column: "did it refuse the hole."
Float AD will invent a number. You will not.
That refuse column is the screenshot.
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