Try it / tally sheet

230957B0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 135.9 s, $0.000708stored read

Voters plus representatives give 381, section 5 says 380: 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: Ballots taken from the boxes not read (blank or faint); Option 04 digits 56, words 506; Option 08 not read (blank or faint); Option 09 not read (blank or faint) …

The paper's own checks

– rows sum to TOTAL not checkable

✕ votaron + representantes = section 5 381 ≠ 380

– section 5 = section 7 not checkable

– section 7 = TOTAL not checkable

✕ words = digits on every field 22 of 23

Routed to a person

Option 13

Gemma read blank · official capture Sin dato · the paper blank

Decision on the photo: blank, 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 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

Option 15

Gemma read 2 (words 2) · official capture 2 · the paper 2

Decision on the photo: 2, 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)

Checked against the official capture

Representatives who voted

Gemma read 3 · official capture 2 · the paper 3

Decision on the photo: 3, 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

Representatives who voted: the official capture keyed 2; the paper says 3.

This compares the official typed record with the paper, not Gemma's read.

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 135.9 s, $0.000708.

Field	Digits	Words
Unused ballots section 2	271	—	✓
Voters on the list section 3	378	—	✓
Representatives who voted section 4	3	—	✓
Voters + representatives section 5	380	—	✓
Ballots taken from the boxes section 7	—	—	!
Option 01	14	14	✓
Option 02 row 7: the printed label read is not the one expected here	6	6	!
Option 03 row 8: the printed label read is not the one expected here	1	1	!
Option 04	56	506	!
Option 05	19	19	✓
Option 06 row 11: the printed label read is not the one expected here	67	67	!
Option 07	194	194	✓
Option 08	—	—	!
Option 09	—	—	!
Option 10	—	—	!
Option 11	—	—	!
Option 12	8	8	✓
Option 13	—	—	!
Option 14	1	1	✓
Option 15	2	2	✓
Unregistered candidates	—	—	!
Null votes	12	12	✓
TOTAL section 6	380	380	✓

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