Try it / tally sheet

070282C0200

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 199.9 s, $0.000975stored read

Section 5 says 7, section 7 says 385: 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 13 digits 8, words 7; Unregistered candidates not read (blank or faint); 5 row labels not where expected; section 5 = section 7 (7 vs 385) …

The paper's own checks

– rows sum to TOTAL not checkable

✓ votaron + representantes = section 5 7 = 7

✕ section 5 = section 7 7 ≠ 385

✕ section 7 = TOTAL 385 ≠ 417

✕ words = digits on every field 22 of 23

Routed to a person

Option 13

Gemma read 8 (words 7) · official capture 7 · the paper 7/8

Decision on the photo: 7/8, 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 (2)

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

Qwen3.8-27B, pre-registered random run. sourceresults/calls_qwen.jsonl Read in 199.9 s, $0.000975.

Field	Digits	Words
Unused ballots section 2	244	244	✓
Voters on the list section 3	0	0	✓
Representatives who voted section 4	7	7	✓
Voters + representatives section 5	7	7	✓
Ballots taken from the boxes section 7	385	—	✓
Option 01	22	22	✓
Option 02	26	26	✓
Option 03	6	6	✓
Option 04	40	40	✓
Option 05	200	200	✓
Option 06	40	40	✓
Option 07	33	33	✓
Option 08 row 13: the printed label read is not the one expected here	1	1	!
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 row 16: the printed label read is not the one expected here	0	0	!
Option 12 row 17: the printed label read is not the one expected here	0	0	!
Option 13	8	7	!
Option 14	6	6	✓
Option 15	5	5	✓
Unregistered candidates	—	—	!
Null votes	30	30	✓
TOTAL section 6	417	417	✓

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