Try it / tally sheet

141113C0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-Flash-Next, 2026-10-16, 86.7 s, $0.002000stored read

Rows sum to 467, TOTAL says 497: 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: Unused ballots digits 255, words 295; Option 02 digits 15, words 45; rows sum to TOTAL (467 vs 497); section 5 = section 7 (501 vs 497)

The paper's own checks

✕ rows sum to TOTAL 467 ≠ 497

✓ votaron + representantes = section 5 501 = 501

✕ section 5 = section 7 501 ≠ 497

✓ section 7 = TOTAL 497 = 497

✕ words = digits on every field 21 of 23

Routed to a person

Unused ballots

Gemma read 255 (words 295) · official capture 255 · the paper 255

Decision on the photo: 255, 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

Voters on the list

Gemma read 497 (words 497) · official capture 497 · the paper 497

Decision on the photo: 497, 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 86.7 s, $0.002000.

Field	Digits	Words
Unused ballots section 2	255	295	!
Voters on the list section 3	497	497	✓
Representatives who voted section 4	4	4	✓
Voters + representatives section 5	501	501	✓
Ballots taken from the boxes section 7	497	497	✓
Option 01	207	207	✓
Option 02	15	45	!
Option 03	8	8	✓
Option 04	8	8	✓
Option 05	7	7	✓
Option 06	64	64	✓
Option 07	100	100	✓
Option 08	27	27	✓
Option 09	6	6	✓
Option 10	0	0	✓
Option 11	0	0	✓
Option 12	13	13	✓
Option 13	0	0	✓
Option 14	2	2	✓
Option 15	0	0	✓
Unregistered candidates	2	2	✓
Null votes	8	8	✓
TOTAL section 6	497	497	✓

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