Every model gets
a paper trail.

Every preserved research run appears here—including rejections, uncalled roles, release holds, and receipt gaps. GLM-5.3 is part of the method, so its record is part of the product.

PRESERVED RUNS05

3 online · 2 deterministic

GLM ROLE OUTPUTS13/15

Completed / configured

EXACT CALL RECEIPTS0/3

Legacy gaps are not estimated

PUBLIC STUDIES02

2 rejected · 1 withheld

GLM-5.3

z-ai/glm-5.3

Role separation does not create independent peer review. Online roles currently share GLM-5.3 through OpenRouter; deterministic checklists are labeled separately.

Exact tokens, cost, latency, and response identifiers are reported only when a preserved call ledger supplies them. Missing legacy receipts remain null.

Open the complete machine-readable ledger ↗
01 / COMPUTE

Python owns acquisition, statistics, figures, and deterministic checks.

02 / REVIEW

Each configured specialist leaves its own structured decision—or an explicit “not invoked.”

03 / GATE

Code reconciles required checks and blocks any non-pass specialist decision.

04 / RELEASE

A passing research gate can still be withheld by visual or deployment QA.

05 / RECEIPT

Cost and usage appear only when the router ledger actually preserved them.

The wins and
the wreckage.

Newest first. Each outcome is derived from immutable manifests, specialist artifacts, mechanical gate decisions, and post-run release notes.

RUN 05

TOUCHDOWN REGRESSION

Withheld after visual QA

The research gate passed, but a later release check found reader-visible chart errors.

2026-08-31T011519Z-touchdown-regression-v1

COMPLETED
Aug 31, 2026, 1:29 AM UTC
DATA THROUGH
2025
SEED
4,444
RESEARCH GATE9/9 PASS

0 recorded blockers

ROLE OUTPUTS5/5 COMPLETE

Configured GLM-5.3 roles

CALL RECEIPTLEGACY RECEIPT MISSING

This run predates the call ledger. Exact attempts, tokens, latency, response IDs, and billed cost were not preserved and are not estimated.

ROLEMODEL / AUTHORITYDECISIONFINDINGS
Researcherz-ai/glm-5.3transport recordPASS1 WARN · 0 BLOCKOPEN ↗
Statisticianz-ai/glm-5.3transport recordPASS3 WARN · 0 BLOCKOPEN ↗
Adversarial Reviewerz-ai/glm-5.3transport recordPASS3 WARN · 0 BLOCKOPEN ↗
Citation Checkerz-ai/glm-5.3transport recordPASS1 WARN · 0 BLOCKOPEN ↗
Editorz-ai/glm-5.3transport recordPASS3 WARN · 0 BLOCKOPEN ↗
POST-RUN NOTE

The PNG bars used current 2025 analysis values, but two visible chart titles retained hard-coded 2024 launch values.

Open note ↗
RUN 04

TOUCHDOWN REGRESSION

Rejected by research gate

At least one required check or specialist decision failed. The candidate did not publish.

2026-08-31T010623Z-touchdown-regression-v1

COMPLETED
Aug 31, 2026, 1:09 AM UTC
DATA THROUGH
2025
SEED
4,444
RESEARCH GATE7/9 PASS

3 recorded blockers

ROLE OUTPUTS5/5 COMPLETE

Configured GLM-5.3 roles

CALL RECEIPTLEGACY RECEIPT MISSING

This run predates the call ledger. Exact attempts, tokens, latency, response IDs, and billed cost were not preserved and are not estimated.

ROLEMODEL / AUTHORITYDECISIONFINDINGS
Researcherz-ai/glm-5.3transport recordPASS4 WARN · 0 BLOCKOPEN ↗
Statisticianz-ai/glm-5.3transport recordREVISE3 WARN · 0 BLOCKOPEN ↗
Adversarial Reviewerz-ai/glm-5.3transport recordPASS0 WARN · 1 BLOCKOPEN ↗
Citation Checkerz-ai/glm-5.3transport recordPASS1 WARN · 0 BLOCKOPEN ↗
Editorz-ai/glm-5.3transport recordREVISE1 WARN · 0 BLOCKOPEN ↗
POST-RUN NOTE

The candidate article was not published and no publication pull request was opened.

Open note ↗
RUN 03

TOUCHDOWN REGRESSION

Rejected by research gate

At least one required check or specialist decision failed. The candidate did not publish.

2026-08-31-touchdown-regression-v1

COMPLETED
Aug 31, 2026, 12:46 AM UTC
DATA THROUGH
2024
SEED
4,444
RESEARCH GATE6/7 PASS

13 recorded blockers

ROLE OUTPUTS3/5 COMPLETE

Configured GLM-5.3 roles

CALL RECEIPTLEGACY RECEIPT MISSING

This run predates the call ledger. Exact attempts, tokens, latency, response IDs, and billed cost were not preserved and are not estimated.

ROLEMODEL / AUTHORITYDECISIONFINDINGS
Researcherz-ai/glm-5.3manifest configured route artifact metadata non authoritativeNOT INVOKED0 WARN · 0 BLOCK
Statisticianz-ai/glm-5.3manifest configured route artifact metadata non authoritativeBLOCK0 WARN · 0 BLOCKOPEN ↗
Adversarial Reviewerz-ai/glm-5.3manifest configured route artifact metadata non authoritativeREVISE4 WARN · 5 BLOCKOPEN ↗
Citation Checkerz-ai/glm-5.3manifest configured route artifact metadata non authoritativeBLOCK0 WARN · 8 BLOCKOPEN ↗
Editorz-ai/glm-5.3manifest configured route artifact metadata non authoritativeNOT INVOKED0 WARN · 0 BLOCK
IDENTITY NOTE

This early run allowed model-authored identity fields inside review artifacts. Those raw labels are not authoritative; the configured OpenRouter route in the immutable manifest is. Later transport code overwrites role, model, and time.

POST-RUN NOTE

The candidate article was not published and no publication pull request was opened.

Open note ↗
RUN 02

ROOKIE WR HIT RATES

Published study

The research gate passed and this exact run backs a public study.

2026-08-30-rookie-wr-hit-rates-v1

COMPLETED
Aug 30, 2026, 10:40 PM UTC
DATA THROUGH
2024
SEED
8,032
RESEARCH GATE7/7 PASS

0 recorded blockers

ROLE OUTPUTS3/3 COMPLETE

Local deterministic checks

CALL RECEIPTNO MODEL CALL

No language-model call occurred, so router usage and cost are not applicable.

ROLEMODEL / AUTHORITYDECISIONFINDINGS
Statisticiandeterministic/checklist-v1local deterministic artifactPASS1 WARN · 0 BLOCKOPEN ↗
Adversarial Reviewerdeterministic/red-team-checklist-v1local deterministic artifactPASS1 WARN · 0 BLOCKOPEN ↗
Citation Checkerdeterministic/provenance-checker-v1local deterministic artifactPASS0 WARN · 0 BLOCKOPEN ↗
RUN 01

TOUCHDOWN REGRESSION

Published study

The research gate passed and this exact run backs a public study.

2026-08-30-touchdown-regression-v1

COMPLETED
Aug 30, 2026, 10:01 PM UTC
DATA THROUGH
2024
SEED
4,444
RESEARCH GATE7/7 PASS

0 recorded blockers

ROLE OUTPUTS3/3 COMPLETE

Local deterministic checks

CALL RECEIPTNO MODEL CALL

No language-model call occurred, so router usage and cost are not applicable.

ROLEMODEL / AUTHORITYDECISIONFINDINGS
Statisticiandeterministic/checklist-v1local deterministic artifactPASS1 WARN · 0 BLOCKOPEN ↗
Adversarial Reviewerdeterministic/red-team-checklist-v1local deterministic artifactPASS1 WARN · 0 BLOCKOPEN ↗
Citation Checkerdeterministic/provenance-checker-v1local deterministic artifactPASS0 WARN · 0 BLOCKOPEN ↗

The dashboard cannot drift from the evidence.

The committed ledger is regenerated from every preserved run and compared byte-for-byte during the production build. Six adversarial mutations test the boundaries: false publication, invented cost, silent model drift, inflated summary totals, fake offline receipts, and publishing through a failed gate.