Two Hands
Try it / tally sheet

301528B0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-Flash-Next, 2026-10-16, 154.7 s, $0.002769stored read

!
Rows sum to 363, TOTAL says 357: this field goes to a person, with its photo
Gemma's read breaks one of the paper's own checks, so the gate does not accept it.
Privacy-masked page of form 301528B0100

Straightened by its corner marks; the right-hand column (officials' names and signatures) is blacked out before the page is stored or sent to the model.

Watch it run

Read this sheet again, live

Gemma-4-31B-IT reads the masked page on AMD; the gate checks each field as the answer arrives.

About a minute. One live read runs at a time for the whole site; yours waits in a short queue and shows its place.

How it's checked

Gate: Routed: Option 13 digits 1, words 0; Option 14 digits 6, words 0; 2 row labels not where expected; rows sum to TOTAL (363 vs 357)

The paper's own checks

✕ rows sum to TOTAL 363 ≠ 357
✓ votaron + representantes = section 5 357 = 357
✓ section 5 = section 7 357 = 357
✓ section 7 = TOTAL 357 = 357
✕ words = digits on every field 21 of 23
Receipts

Every disputed field of the sample audit of 300 sheets gets a Merkle receipt: its record, the SHA-256 of its crop, and a proof path to one published root. This sheet is not in that sample; see a receipt verified on sheet 122655C0100.

All fields (23), and other runs of this sheet
Other runs (3)

Qwen3.8-Flash-Next, pre-registered random run. sourceresults/calls_qwen3.8-flash-next.jsonl Read in 154.7 s, $0.002769.

FieldDigitsWordsOfficial
capture
Certified
Unused ballots
section 2
265 265 ✓
Voters on the list
section 3
357 357 ✓
Representatives who voted
section 4
0 0 ✓
Voters + representatives
section 5
357 357 ✓
Ballots taken from the boxes
section 7
357 357 ✓
Option 01 25 25 ✓
Option 02 56 56 ✓
Option 03 22 22 ✓
Option 04 9 9 ✓
Option 05 11 11 ✓
Option 06 31 31 ✓
Option 07 182 182 ✓
Option 08 1 1 ✓
Option 09 0 0 ✓
Option 10 0 0 ✓
Option 11 1 1 ✓
Option 12
row 17: the printed label read is not the one expected here
8 8 !
Option 13 1 0 !
Option 14 6 0 !
Option 15
row 20: the printed label read is not the one expected here
0 0 !
Unregistered candidates 0 0 ✓
Null votes 10 10 ✓
TOTAL
section 6
357 357 ✓

Options 01–15 are the form's vote rows in printed order, shown without party names. Digits and words are the model's two independent readings. Official capture: the double-keyed official capture of this image (PREP). Certified: the certified district count (Cómputos), which has no section 2-5 or 7 values. Amber: the capture differs from the model. † eye-checked: the capture mis-keyed the field.

Now on 300 sheets: the sample audit