Try it / tally sheet

080338C0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-Flash-Next, 2026-10-16, 136.2 s, $0.001768stored read

Section 5 says 258, section 7 says 261: 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: 4 row labels not where expected; section 5 = section 7 (258 vs 261)

The paper's own checks

✓ rows sum to TOTAL 261 = 261

✓ votaron + representantes = section 5 258 = 258

✕ section 5 = section 7 258 ≠ 261

✓ section 7 = TOTAL 261 = 261

✓ words = digits on every field 23 of 23

Routed to a person

Option 07

Gemma read 93 (words 93) · official capture 93 · the paper 93

Decision on the photo: 93, 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

Unused ballots

Gemma read 381 (words 381) · official capture 381 · the paper 381

Decision on the photo: 381, 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 (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 136.2 s, $0.001768.

Field	Digits	Words
Unused ballots section 2	381	381	✓
Voters on the list section 3	253	253	✓
Representatives who voted section 4	5	5	✓
Voters + representatives section 5	258	258	✓
Ballots taken from the boxes section 7	261	261	✓
Option 01	53	53	✓
Option 02	19	19	✓
Option 03 row 8: the printed label read is not the one expected here	9	9	!
Option 04	16	16	✓
Option 05	12	12	✓
Option 06	22	22	✓
Option 07	93	93	✓
Option 08 row 13: the printed label read is not the one expected here	4	4	!
Option 09	1	1	✓
Option 10 row 15: the printed label read is not the one expected here	1	1	!
Option 11 row 16: the printed label read is not the one expected here	1	1	!
Option 12	17	17	✓
Option 13	0	0	✓
Option 14	0	0	✓
Option 15	0	0	✓
Unregistered candidates	0	0	✓
Null votes	13	13	✓
TOTAL section 6	261	261	✓

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