Two Hands
Try it / tally sheet

094821C0200

INE 2024 tally sheet, type 2

Measured on AMD: Gemma-4-31B-IT, 2026-10-16, 40.5 s, $0.000126stored read

!
Rows sum to 415, TOTAL says 388: 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.
Privacy-masked page of form 094821C0200

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 03 digits 25, words 3; 1 row label not where expected; rows sum to TOTAL (415 vs 388); votaron + representantes = section 5 (404 vs 394) …

The paper's own checks

✕ rows sum to TOTAL 415 ≠ 388
✕ votaron + representantes = section 5 404 ≠ 394
✕ section 5 = section 7 394 ≠ 388
✓ section 7 = TOTAL 388 = 388
✕ words = digits on every field 22 of 23
Routed to a person

Representatives who voted

Masked crop of Representatives who voted on form 094821C0200

Gemma read 62 (words 62) · official capture 2 · the paper 2

Decision on the photo: 2, Gemma misread it; the official capture matches the paper. Confirmed by a person, blind, from the photo.

Receipt a Merkle receipt for this field in the sample audit of 300 sheets
receipt (JSON)
Routed to a person

Unused ballots

Masked crop of Unused ballots on form 094821C0200

Gemma read 0 (words 0) · official capture 242 · the paper 242

Decision on the photo: 242, 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

Masked crop of Voters on the list on form 094821C0200

Gemma read 342 (words 342) · official capture 392 · the paper 392

Decision on the photo: 392, 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)
Checked against the official capture

Ballots taken from the boxes

Masked crop of Ballots taken from the boxes on form 094821C0200

Gemma read 388 (words 388) · official capture 386 · the paper 388

Decision on the photo: 388, the official capture does not match the paper. Confirmed by a person, blind, from the photo.

Receipt a Merkle receipt for this field in the sample audit of 300 sheets
receipt (JSON)
Checked against the official capture

TOTAL

Masked crop of TOTAL on form 094821C0200

Gemma read 388 (words 388) · official capture 386 · the paper 388

Decision on the photo: 388, the official capture does not match the paper. Confirmed by a person, blind, from the photo.

Receipt a Merkle receipt for this field in the sample audit of 300 sheets
receipt (JSON)

Separately: the official capture was wrong here

The official typed record (PREP), not Gemma's read

Ballots taken from the boxes: the official capture keyed 386; the paper says 388.

TOTAL: the official capture keyed 386; the paper says 388.

This compares the official typed record with the paper, not Gemma's read.

All fields (23), and other runs of this sheet
Other runs (2)

Gemma-4-31B-IT, pre-registered random run. sourceresults/calls_gemma_b4.jsonl Read in 40.5 s, $0.000126.

FieldDigitsWordsOfficial
capture
Certified
Unused ballots
section 2
0 0 ✓
Voters on the list
section 3
342 342 ✓
Representatives who voted
section 4
62 62 ✓
Voters + representatives
section 5
394 394 ✓
Ballots taken from the boxes
section 7
388 388 ✓
Option 01 55 55 ✓
Option 02 54 54 ✓
Option 03 25 3 !
Option 04 13 13 ✓
Option 05 15 15 ✓
Option 06 42 42 ✓
Option 07 164 164 ✓
Option 08 8 8 ✓
Option 09 1 1 ✓
Option 10 0 0 ✓
Option 11 2 2 ✓
Option 12
row 17: the printed label read is not the one expected here
28 28 !
Option 13 0 0 ✓
Option 14 4 4 ✓
Option 15 4 4 ✓
Unregistered candidates 0 0 ✓
Null votes 0 0 ✓
TOTAL
section 6
388 388 ✓

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