Try it / tally sheet

303152C0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 87.4 s, $0.000547stored read

Section 5 says 393, section 7 says 0: 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: Voters + representatives digits 393, words 388; 3 row labels not where expected; section 5 = section 7 (393 vs 0); section 7 = TOTAL (0 vs 393)

The paper's own checks

✓ rows sum to TOTAL 393 = 393

✓ votaron + representantes = section 5 393 = 393

✕ section 5 = section 7 393 ≠ 0

✕ section 7 = TOTAL 0 ≠ 393

✕ words = digits on every field 22 of 23

Routed to a person

Unused ballots

Gemma read 241 (words 241) · official capture 244 · the paper 244

Decision on the photo: 244, 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 388 (words 388) · official capture 388 · the paper 388

Decision on the photo: 388, 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 87.4 s, $0.000547.

Field	Digits	Words
Unused ballots section 2	241	241	✓
Voters on the list section 3	388	388	✓
Representatives who voted section 4	5	5	✓
Voters + representatives section 5	393	388	!
Ballots taken from the boxes section 7	0	0	✓
Option 01	90	90	✓
Option 02 row 7: the printed label read is not the one expected here	36	36	!
Option 03	7	7	✓
Option 04	5	5	✓
Option 05	5	5	✓
Option 06 row 11: the printed label read is not the one expected here	38	38	!
Option 07	171	171	✓
Option 08	9	9	✓
Option 09 row 14: the printed label read is not the one expected here	2	2	!
Option 10	0	0	✓
Option 11	0	0	✓
Option 12	21	21	✓
Option 13	1	1	✓
Option 14	0	0	✓
Option 15	2	2	✓
Unregistered candidates	0	0	✓
Null votes	6	6	✓
TOTAL section 6	393	393	✓

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