Try it / tally sheet

260214C0300

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 114.3 s, $0.000635stored read

Rows sum to 303, TOTAL says 253: 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: rows sum to TOTAL (303 vs 253); section 5 = section 7 (306 vs 253)

The paper's own checks

✕ rows sum to TOTAL 303 ≠ 253

✓ votaron + representantes = section 5 306 = 306

✕ section 5 = section 7 306 ≠ 253

✓ section 7 = TOTAL 253 = 253

✓ words = digits on every field 23 of 23

Routed to a person

Option 09

Gemma read 1 (words 1) · official capture 1 · the paper 1

Decision on the photo: 1, Gemma misread it; the official capture matches the paper. Confirmed by the certified count, by recount.

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

receipt (JSON)

Routed to a person

Unused ballots

Gemma read 179 (words 179) · official capture 479 · the paper 479

Decision on the photo: 479, 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 114.3 s, $0.000635.

Field	Digits	Words
Unused ballots section 2	179	179	✓
Voters on the list section 3	300	300	✓
Representatives who voted section 4	6	6	✓
Voters + representatives section 5	306	306	✓
Ballots taken from the boxes section 7	253	253	✓
Option 01	25	25	✓
Option 02	7	7	✓
Option 03	1	1	✓
Option 04	16	16	✓
Option 05	8	8	✓
Option 06	53	53	✓
Option 07	166	166	✓
Option 08	5	5	✓
Option 09	1	1	✓
Option 10	0	0	✓
Option 11	0	0	✓
Option 12	13	13	✓
Option 13	1	1	✓
Option 14	2	2	✓
Option 15	2	2	✓
Unregistered candidates	0	0	✓
Null votes	3	3	✓
TOTAL section 6	253	253	✓

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