Try it / tally sheet

131052B0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 141.7 s, $0.000585stored read

Ballots taken from the boxes: digit boxes not read (blank or faint); words say 355: 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: Ballots taken from the boxes not read (blank or faint); 2 row labels not where expected

The paper's own checks

✓ rows sum to TOTAL 355 = 355

✓ votaron + representantes = section 5 355 = 355

– section 5 = section 7 not checkable

– section 7 = TOTAL not checkable

✓ words = digits on every field 23 of 23

Routed to a person

Ballots taken from the boxes

Gemma read blank (words 355) · official capture 355 · the paper 355

Decision on the photo: 355, Gemma misread it; the official capture matches the paper. 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 (2)

Gemma · pre-registered run Gemma · pre-registered run

Qwen3.8-27B, pre-registered random run. sourceresults/calls_qwen.jsonl Read in 141.7 s, $0.000585.

Field	Digits	Words
Unused ballots section 2	190	190	✓
Voters on the list section 3	354	354	✓
Representatives who voted section 4	1	1	✓
Voters + representatives section 5	355	355	✓
Ballots taken from the boxes section 7	—	355	!
Option 01	19	19	✓
Option 02 row 7: the printed label read is not the one expected here	31	31	!
Option 03	2	2	✓
Option 04	24	24	✓
Option 05	133	133	✓
Option 06	9	9	✓
Option 07	115	115	✓
Option 08	0	0	✓
Option 09 row 14: the printed label read is not the one expected here	0	0	!
Option 10	0	0	✓
Option 11	0	0	✓
Option 12	2	2	✓
Option 13	5	5	✓
Option 14	0	0	✓
Option 15	6	6	✓
Unregistered candidates	0	0	✓
Null votes	9	9	✓
TOTAL section 6	355	355	✓

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