Two Hands
Try it / tally sheet

070207C0100

INE 2024 tally sheet, type 2

Measured on AMD: Qwen3.8-Flash-Next, 2026-10-16, 77.7 s, $0.001869stored read

!
Rows sum to 254, TOTAL says 416: 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 070207C0100

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: rows sum to TOTAL (254 vs 416); section 5 = section 7 (413 vs 416)

The paper's own checks

✕ rows sum to TOTAL 254 ≠ 416
✓ votaron + representantes = section 5 413 = 413
✕ section 5 = section 7 413 ≠ 416
✓ section 7 = TOTAL 416 = 416
✓ words = digits on every field 23 of 23
Routed to a person

Unregistered candidates

Masked crop of Unregistered candidates on form 070207C0100

Gemma read 0 (words 0) · official capture Ilegible · the paper None

Decision on the photo: None, the field cannot be read on the photo. 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

Null votes

Masked crop of Null votes on form 070207C0100

Gemma read 1 (words 1) · official capture Ilegible · the paper None

Decision on the photo: None, the field cannot be read on the photo. 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

Option 02

Masked crop of Option 02 on form 070207C0100

Gemma read 30 (words 30) · official capture Ilegible · the paper 36

Decision on the photo: 36, neither 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

Option 03

Masked crop of Option 03 on form 070207C0100

Gemma read 3 (words 3) · official capture Ilegible · the paper 3

Decision on the photo: 3, neither 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

Option 04

Masked crop of Option 04 on form 070207C0100

Gemma read 33 (words 33) · official capture Ilegible · the paper 33

Decision on the photo: 33, neither 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

Option 05

Masked crop of Option 05 on form 070207C0100

Gemma read 3 (words 3) · official capture Ilegible · the paper 63

Decision on the photo: 63, neither 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

Option 07

Masked crop of Option 07 on form 070207C0100

Gemma read 110 (words 110) · official capture Ilegible · the paper 190

Decision on the photo: 190, neither 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

Option 09

Masked crop of Option 09 on form 070207C0100

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

Decision on the photo: 1, neither 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

Option 14

Masked crop of Option 14 on form 070207C0100

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

Decision on the photo: 1, neither 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

Option 15

Masked crop of Option 15 on form 070207C0100

Gemma read 2 (words 2) · official capture Ilegible · the paper 3

Decision on the photo: 3, neither 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

Representatives who voted

Masked crop of Representatives who voted on form 070207C0100

Gemma read 3 (words 3) · official capture 3 · the paper 3

Decision on the photo: 3, 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 070207C0100

Gemma read 277 (words 277) · official capture 277 · the paper 277

Decision on the photo: 277, 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

Option 06

Masked crop of Option 06 on form 070207C0100

Gemma read 47 (words 47) · official capture Ilegible · the paper 47

Decision on the photo: 47, the official capture does not match 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)
Checked against the official capture

Option 08

Masked crop of Option 08 on form 070207C0100

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

Decision on the photo: 1, the official capture does not match 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)
Checked against the official capture

Option 10

Masked crop of Option 10 on form 070207C0100

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

Decision on the photo: 0, the official capture does not match 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)
Checked against the official capture

Option 11

Masked crop of Option 11 on form 070207C0100

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

Decision on the photo: 0, the official capture does not match 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)
Checked against the official capture

Option 12

Masked crop of Option 12 on form 070207C0100

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

Decision on the photo: 8, 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

Option 13

Masked crop of Option 13 on form 070207C0100

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

Decision on the photo: 0, the official capture does not match 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)
Checked against the official capture

Ballots taken from the boxes

Masked crop of Ballots taken from the boxes on form 070207C0100

Gemma read 416 (words 416) · official capture Ilegible · the paper 416

Decision on the photo: 416, 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 070207C0100

Gemma read 416 (words 416) · official capture Ilegible · the paper 416

Decision on the photo: 416, the official capture does not match 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)

Separately: the official capture was wrong here

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

Option 06: the official capture keyed Ilegible; the paper says 47 (certified count 47).

Option 10: the official capture keyed Ilegible; the paper says 0 (certified count 0).

Option 08: the official capture keyed Ilegible; the paper says 1 (certified count 1).

Option 11: the official capture keyed Ilegible; the paper says 0 (certified count 0).

Option 13: the official capture keyed Ilegible; the paper says 0 (certified count 0).

Option 12: the official capture keyed Ilegible; the paper says 8.

Ballots taken from the boxes: the official capture keyed Ilegible; the paper says 416.

TOTAL: the official capture keyed Ilegible; the paper says 416 (certified count 416).

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

All fields (23), and other runs of this sheet
Other runs (3)

Qwen3.8-Flash-Next, pre-registered random run. sourceresults/calls_qwen3.8-flash-next.jsonl Read in 77.7 s, $0.001869.

FieldDigitsWordsOfficial
capture
Certified
Unused ballots
section 2
277 277 ✓
Voters on the list
section 3
410 410 ✓
Representatives who voted
section 4
3 3 ✓
Voters + representatives
section 5
413 413 ✓
Ballots taken from the boxes
section 7
416 416 ✓
Option 01 22 22 ✓
Option 02 30 30 ✓
Option 03 3 3 ✓
Option 04 33 33 ✓
Option 05 3 3 ✓
Option 06 47 47 ✓
Option 07 110 110 ✓
Option 08 1 1 ✓
Option 09 1 1 ✓
Option 10 0 0 ✓
Option 11 0 0 ✓
Option 12 0 0 ✓
Option 13 0 0 ✓
Option 14 1 1 ✓
Option 15 2 2 ✓
Unregistered candidates 0 0 ✓
Null votes 1 1 ✓
TOTAL
section 6
416 416 ✓

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