Try it / tally sheet

080310B0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-Flash-Next, 2026-10-16, 97.1 s, $0.002061stored read

Every check holds: accepted, nothing to key

Gemma's read of this sheet passes every check of the paper's own arithmetic.

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: Accepted: 0 fields to key

The paper's own checks

✓ rows sum to TOTAL 277 = 277

✓ votaron + representantes = section 5 277 = 277

✓ section 5 = section 7 277 = 277

✓ section 7 = TOTAL 277 = 277

✓ words = digits on every field 23 of 23

Checked against the official capture

Unused ballots

Gemma read 180 (words 180) · official capture 480 · the paper 180

Decision on the photo: 180, the official capture does not match the paper. Confirmed by a person, blind, from the photo.

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

receipt (JSON)

Separately: the official capture was wrong here

The official typed record (PREP), not Gemma's read

Unused ballots: the official capture keyed 480; the paper says 180.

The verdict above is about Gemma's read: it passes the gate. This box is about the official typed record, which disagrees with the paper. Two different records, two different findings.

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 97.1 s, $0.002061.

Field	Digits	Words
Unused ballots section 2	180	180	✓
Voters on the list section 3	273	273	✓
Representatives who voted section 4	4	4	✓
Voters + representatives section 5	277	277	✓
Ballots taken from the boxes section 7	277	277	✓
Option 01	117	117	✓
Option 02	21	21	✓
Option 03	6	6	✓
Option 04	6	6	✓
Option 05	7	7	✓
Option 06	16	16	✓
Option 07	65	65	✓
Option 08	10	10	✓
Option 09	5	5	✓
Option 10	0	0	✓
Option 11	0	0	✓
Option 12	8	8	✓
Option 13	3	3	✓
Option 14	4	4	✓
Option 15	2	2	✓
Unregistered candidates	0	0	✓
Null votes	7	7	✓
TOTAL section 6	277	—	✓

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