Try it / tally sheet

281139E0202

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-Flash-Next, 2026-10-16, 115.2 s, $0.001794stored read

Rows sum to 351, TOTAL says 285: 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 12 digits 66, words 0; 4 row labels not where expected; rows sum to TOTAL (351 vs 285); votaron + representantes = section 5 (275 vs 285) …

The paper's own checks

✕ rows sum to TOTAL 351 ≠ 285

✕ votaron + representantes = section 5 275 ≠ 285

✕ section 5 = section 7 285 ≠ 0

✕ section 7 = TOTAL 0 ≠ 285

✕ words = digits on every field 22 of 23

Routed to a person

Representatives who voted

Gemma read 0 · official capture 10 · the paper 10/0

Decision on the photo: 10/0, the paper itself is ambiguous. 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 275 · official capture 215 · the paper 215/275

Decision on the photo: 215/275, the paper itself is ambiguous. 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 (3)

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

Qwen3.8-Flash-Next, pre-registered random run. sourceresults/calls_qwen3.8-flash-next.jsonl Read in 115.2 s, $0.001794.

Field	Digits	Words
Unused ballots section 2	296	—	✓
Voters on the list section 3	275	—	✓
Representatives who voted section 4	0	—	✓
Voters + representatives section 5	285	—	✓
Ballots taken from the boxes section 7	0	—	✓
Option 01	52	52	✓
Option 02	8	8	✓
Option 03 row 8: the printed label read is not the one expected here	3	3	!
Option 04	14	14	✓
Option 05	30	30	✓
Option 06	35	35	✓
Option 07	136	136	✓
Option 08 row 13: the printed label read is not the one expected here	0	0	!
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	0	0	!
Option 12	66	0	!
Option 13	0	0	✓
Option 14	0	0	✓
Option 15	0	0	✓
Unregistered candidates	0	0	✓
Null votes	7	7	✓
TOTAL section 6	285	285	✓

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