Try it / tally sheet

151055C0200

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 195.6 s, $0.000831stored read

Rows sum to 539, TOTAL says 438: 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 03 digits 92, words 12; Option 06 digits 39, words 29; 8 row labels not where expected; rows sum to TOTAL (539 vs 438) …

The paper's own checks

✕ rows sum to TOTAL 539 ≠ 438

✕ votaron + representantes = section 5 1428 ≠ 438

✓ section 5 = section 7 438 = 438

✓ section 7 = TOTAL 438 = 438

✕ words = digits on every field 21 of 23

Routed to a person

Option 02

Gemma read 39 (words 39) · official capture 34 · the paper 34

Decision on the photo: 34, 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

Option 07

Gemma read 273 (words 273) · official capture 275 · the paper 275

Decision on the photo: 275, 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

Representatives who voted

Gemma read 996 · official capture 6 · the paper 6

Decision on the photo: 6, 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 (2)

Gemma · pre-registered run Gemma · pre-registered run

Qwen3.8-27B, pre-registered random run. sourceresults/calls_qwen.jsonl Read in 195.6 s, $0.000831.

Field	Digits	Words
Unused ballots section 2	398	—	✓
Voters on the list section 3	432	—	✓
Representatives who voted section 4	996	—	✓
Voters + representatives section 5	438	—	✓
Ballots taken from the boxes section 7	438	—	✓
Option 01	20	20	✓
Option 02 row 7: the printed label read is not the one expected here	39	39	!
Option 03	92	12	!
Option 04 row 9: the printed label read is not the one expected here	25	25	!
Option 05	11	11	✓
Option 06	39	29	!
Option 07	273	273	✓
Option 08 row 13: the printed label read is not the one expected here	2	2	!
Option 09	0	0	✓
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	6	6	!
Option 12 row 17: the printed label read is not the one expected here	11	11	!
Option 13 row 18: the printed label read is not the one expected here	0	0	!
Option 14 row 19: the printed label read is not the one expected here	9	9	!
Option 15	3	3	✓
Unregistered candidates	1	1	✓
Null votes	8	8	✓
TOTAL section 6	438	438	✓

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