Try it / tally sheet

093478C0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-Flash-Next, 2026-10-16, 78.7 s, $0.001718stored read

Rows sum to 987, TOTAL says 387: 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.

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 02 digits 629, words 29; 3 row labels not where expected; rows sum to TOTAL (987 vs 387)

The paper's own checks

✕ rows sum to TOTAL 987 ≠ 387

✓ votaron + representantes = section 5 387 = 387

✓ section 5 = section 7 387 = 387

✓ section 7 = TOTAL 387 = 387

✕ words = digits on every field 22 of 23

Routed to a person

Option 02

Gemma read 629 (words 29) · official capture 29 · the paper 29/629

Decision on the photo: 29/629, the paper itself is ambiguous. Ai adjudicator, from the photo (person check pending).

Receipt a Merkle receipt for this field in the sample audit of 300 sheets

receipt (JSON)

Full trace: two real sheets, request to receipt · Source code

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

Qwen3.8 · pre-registered run

Other runs (3)

Gemma · pre-registered run Gemma · pre-registered run Qwen3.8 · pre-registered run

Qwen3.8-Flash-Next, pre-registered random run. sourceresults/calls_qwen3.8-flash-next.jsonl Read in 78.7 s, $0.001718.

Field	Digits	Words
Unused ballots section 2	154	154	✓
Voters on the list section 3	384	384	✓
Representatives who voted section 4	3	3	✓
Voters + representatives section 5	387	387	✓
Ballots taken from the boxes section 7	387	387	✓
Option 01	102	102	✓
Option 02	629	29	!
Option 03	5	5	✓
Option 04	14	14	✓
Option 05	9	9	✓
Option 06	33	33	✓
Option 07	159	159	✓
Option 08	5	5	✓
Option 09	1	1	✓
Option 10	0	0	✓
Option 11	0	0	✓
Option 12 row 17: the printed label read is not the one expected here	22	22	!
Option 13	1	1	✓
Option 14 row 19: the printed label read is not the one expected here	1	1	!
Option 15 row 20: the printed label read is not the one expected here	1	1	!
Unregistered candidates	1	1	✓
Null votes	4	4	✓
TOTAL section 6	387	387	✓

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