Try it / tally sheet

121565B0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 414.3 s, $0.000272stored read

Option 09: not read: blank or too faint on the page: 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 09 not read (blank or faint); Option 10 not read (blank or faint); Option 11 not read (blank or faint); Option 14 not read (blank or faint) …

The paper's own checks

– rows sum to TOTAL not checkable

✓ votaron + representantes = section 5 437 = 437

✓ section 5 = section 7 437 = 437

✓ section 7 = TOTAL 437 = 437

✓ words = digits on every field 23 of 23

Routed to a person

Representatives who voted

Gemma read 0 · official capture 0 · the paper 0

Decision on the photo: 0, 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 (3)

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

Qwen3.8-27B, pre-registered random run. sourceresults/calls_qwen.jsonl Read in 414.3 s, $0.000272.

Field	Digits	Words
Unused ballots section 2	181	—	✓
Voters on the list section 3	437	—	✓
Representatives who voted section 4	0	—	✓
Voters + representatives section 5	437	—	✓
Ballots taken from the boxes section 7	437	—	✓
Option 01	4	4	✓
Option 02	13	13	✓
Option 03	35	35	✓
Option 04	114	114	✓
Option 05	19	19	✓
Option 06	21	21	✓
Option 07	195	195	✓
Option 08	4	4	✓
Option 09	—	—	!
Option 10	—	—	!
Option 11	—	—	!
Option 12	7	7	✓
Option 13	4	4	✓
Option 14	—	—	!
Option 15	—	—	!
Unregistered candidates	—	—	!
Null votes	19	19	✓
TOTAL section 6	437	437	✓

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