Try it / tally sheet

122292C0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 171.6 s, $0.000399stored read

Option 02: row 7: the printed label read is not the one expected here: 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: 8 row labels not where expected

The paper's own checks

✓ rows sum to TOTAL 252 = 252

✓ votaron + representantes = section 5 252 = 252

✓ section 5 = section 7 252 = 252

✓ section 7 = TOTAL 252 = 252

✓ words = digits on every field 23 of 23

Routed to a person

Unregistered candidates

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

Decision on the photo: 0, Gemma misread it; the official capture matches the paper. Confirmed by the certified count, by comparison.

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

receipt (JSON)

Routed to a person

Null votes

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

Decision on the photo: 9, Gemma misread it; the official capture matches the paper. Confirmed by the certified count, by comparison.

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

receipt (JSON)

Routed to a person

TOTAL

Gemma read 252 (words 252) · official capture 252 · the paper 252

Decision on the photo: 252, Gemma misread it; the official capture matches the paper. Confirmed by the certified count, by comparison.

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 171.6 s, $0.000399.

Field	Digits	Words
Unused ballots section 2	365	365	✓
Voters on the list section 3	252	252	✓
Representatives who voted section 4	0	0	✓
Voters + representatives section 5	252	252	✓
Ballots taken from the boxes section 7	252	252	✓
Option 01	8	8	✓
Option 02 row 7: the printed label read is not the one expected here	17	17	!
Option 03 row 8: the printed label read is not the one expected here	12	12	!
Option 04	25	25	✓
Option 05	15	15	✓
Option 06 row 11: the printed label read is not the one expected here	3	3	!
Option 07	139	139	✓
Option 08	3	3	✓
Option 09 row 14: the printed label read is not the one expected here	0	0	!
Option 10 row 15: the printed label read is not the one expected here	0	0	!
Option 11	0	0	✓
Option 12 row 17: the printed label read is not the one expected here	21	21	!
Option 13	0	0	✓
Option 14 row 19: the printed label read is not the one expected here	0	0	!
Option 15 row 20: the printed label read is not the one expected here	0	0	!
Unregistered candidates	0	0	✓
Null votes	9	9	✓
TOTAL section 6	252	252	✓

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