Try it / tally sheet

290625B0100

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-16, 54.8 s, $0.000127stored read

Rows sum to 413, TOTAL says 414: 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 04 digits 42, words 6; Option 05 digits 84, words 43; Option 06 digits 70, words 84; Option 07 digits 152, words 70 …

The paper's own checks

✕ rows sum to TOTAL 413 ≠ 414

✓ votaron + representantes = section 5 413 = 413

✕ section 5 = section 7 413 ≠ 414

✓ section 7 = TOTAL 414 = 414

✕ words = digits on every field 11 of 23

Routed to a person

Option 11

Gemma read 0 (words 0) · official capture 9 · the paper 9

Decision on the photo: 9, 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

Option 12

Gemma read 9 (words 0) · official capture 1 · the paper 1

Decision on the photo: 1, 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

Option 13

Gemma read 1 (words 9) · official capture 5 · the paper 5

Decision on the photo: 5, 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

Option 14

Gemma read 5 (words 1) · official capture 3 · the paper 3

Decision on the photo: 3, 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

Option 15

Gemma read 3 (words 5) · 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

Gemma · pre-registered run

Other runs (2)

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

Gemma-4-31B-IT, pre-registered random run. sourceresults/calls_gemma_b4.jsonl Read in 54.8 s, $0.000127.

Field	Digits	Words
Unused ballots section 2	218	218	✓
Voters on the list section 3	413	413	✓
Representatives who voted section 4	0	0	✓
Voters + representatives section 5	413	413	✓
Ballots taken from the boxes section 7	414	414	✓
Option 01	21	21	✓
Option 02	10	10	✓
Option 03	6	6	✓
Option 04	42	6	!
Option 05	84	43	!
Option 06	70	84	!
Option 07	152	70	!
Option 08	1	152	!
Option 09	0	1	!
Option 10 row 15: the printed label read is not the one expected here	0	0	!
Option 11 row 16: the printed label read is not the one expected here	0	0	!
Option 12	9	0	!
Option 13	1	9	!
Option 14	5	1	!
Option 15	3	5	!
Unregistered candidates	0	3	!
Null votes	9	0	!
TOTAL section 6	414	414	✓

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