Try it / tally sheet

302191C0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 100.9 s, $0.000566stored read

Representatives who voted: 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: Representatives who voted not read (blank or faint)

The paper's own checks

✓ rows sum to TOTAL 249 = 249

– votaron + representantes = section 5 not checkable

✓ section 5 = section 7 249 = 249

✓ section 7 = TOTAL 249 = 249

✓ words = digits on every field 23 of 23

Routed to a person

Option 01

Gemma read 6 (words 6) · official capture 6 · the paper 6

Decision on the photo: 6, 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

Ballots taken from the boxes

Gemma read 249 (words 249) · official capture 249 · the paper 249

Decision on the photo: 249, 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)

Routed to a person

Unused ballots

Gemma read 164 (words 164) · official capture Ilegible · the paper 274

Decision on the photo: 274, neither 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)

Routed to a person

Voters on the list

Gemma read 249 (words 249) · official capture Ilegible · the paper None

Decision on the photo: None, the field cannot be read on the photo. 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 100.9 s, $0.000566.

Field	Digits	Words
Unused ballots section 2	164	164	✓
Voters on the list section 3	249	249	✓
Representatives who voted section 4	—	—	!
Voters + representatives section 5	249	249	✓
Ballots taken from the boxes section 7	249	249	✓
Option 01	6	6	✓
Option 02	8	8	✓
Option 03	3	3	✓
Option 04	16	16	✓
Option 05	19	19	✓
Option 06	7	7	✓
Option 07	154	154	✓
Option 08	3	3	✓
Option 09	0	0	✓
Option 10	0	0	✓
Option 11	1	1	✓
Option 12	13	13	✓
Option 13	1	1	✓
Option 14	3	3	✓
Option 15	4	4	✓
Unregistered candidates	0	0	✓
Null votes	11	11	✓
TOTAL section 6	249	249	✓

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