Two Hands
Try it / tally sheet

101300B0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-27B, 2026-10-15, 760.5 s, $0.000282stored read

!
Rows sum to 302, TOTAL says 296: 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 101300B0100

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: Ballots taken from the boxes not read (blank or faint); Option 04 digits 3, words 0; Option 06 digits 2, words 3; Option 07 digits 210, words 2 …

The paper's own checks

✕ rows sum to TOTAL 302 ≠ 296
✓ votaron + representantes = section 5 297 = 297
– section 5 = section 7 not checkable
– section 7 = TOTAL not checkable
✕ words = digits on every field 15 of 23
Routed to a person

Option 07

Masked crop of Option 07 on form 101300B0100

Gemma read 210 (words 2) · official capture 210 · the paper 210

Decision on the photo: 210, 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

Option 09

Masked crop of Option 09 on form 101300B0100

Gemma read 1 (words 1) · official capture 1 · the paper 1

Decision on the photo: 1, 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

Option 12

Masked crop of Option 12 on form 101300B0100

Gemma read 8 (words 0) · official capture 8 · the paper 8

Decision on the photo: 8, 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

Option 14

Masked crop of Option 14 on form 101300B0100

Gemma read 1 (words 1) · official capture 1 · the paper 1

Decision on the photo: 1, 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

Representatives who voted

Masked crop of Representatives who voted on form 101300B0100

Gemma read 2 · official capture 2 · the paper 2

Decision on the photo: 2, 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

Unused ballots

Masked crop of Unused ballots on form 101300B0100

Gemma read 238 · official capture 238 · the paper 238

Decision on the photo: 238, 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 101300B0100

Gemma read 295 · official capture 295 · the paper 295

Decision on the photo: 295, 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)
All fields (23), and other runs of this sheet
Other runs (2)

Qwen3.8-27B, pre-registered random run. sourceresults/calls_qwen.jsonl Read in 760.5 s, $0.000282.

FieldDigitsWordsOfficial
capture
Certified
Unused ballots
section 2
238 — ✓
Voters on the list
section 3
295 — ✓
Representatives who voted
section 4
2 — ✓
Voters + representatives
section 5
297 — ✓
Ballots taken from the boxes
section 7
— — !
Option 01 9 9 ✓
Option 02 52 52 ✓
Option 03
row 8: the printed label read is not the one expected here
0 — !
Option 04 3 0 !
Option 05 3 3 ✓
Option 06 2 3 !
Option 07 210 2 !
Option 08 1 110 !
Option 09 1 1 ✓
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 8 0 !
Option 13 7 8 !
Option 14 1 1 ✓
Option 15 1 1 ✓
Unregistered candidates 0 — ✓
Null votes 4 0 !
TOTAL
section 6
296 196 !

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