Independent evaluations will determine whether Model Genome can reliably distinguish scratch-trained LLMs from derived models and identify their training lineage.
state: expiredheat: lowuncertainty: highconvergesscott: mediummodel-provenance model-fingerprinting open-modelsmayafreeHugging Face
What is this?
Model Genome is presented as a model-fingerprinting method intended to determine whether an LLM was trained from scratch or derived from another model, potentially tracing its training lineage. The case associates it with mayafree and Hugging Face, but the supplied results do not establish their exact roles, explain the technique, or provide independent validation. Most search results concern training-data provenance or biological genomics rather than this tool, so its reliability and practical capabilities remain ungrounded here.
Why it matters to Scott
Model Genome brings Scott’s provenance and independent capability-audit principles into post-hoc model-lineage detection. If independently validated, it could provide a new verifier for the radar’s open Kimi distillation allegations and complement existing model-identification fingerprinting, but the supplied evidence does not yet establish the technique or its reliability.
ip:framework.provenance-coupled-workip:concept.capability-auditip:concept.mechanically-different-verifiersdev:concept.claim-bounded-adversarial-verificationradar:one-token-api-model-fingerprintingradar:kimi-k3-anthropic-distillation-allegationradar:moonshot-fable-kimi-distillationradar:concept.model-distillationradar:concept.model-evaluation
queries asked of Scott's wikis
- model provenance and derivative-model detection
- open-weight model lineage and attribution
- independent evaluation of model fingerprints
- model ancestry claims and reproducibility
- provenance requirements for AI compliance
- fingerprinting fine-tunes, merges, and distilled models
Measured heat
no measured readings yet — the hourly heat pass fills this in
How the heat travelled
no chain yet — the hourly chain pass fills this in
Evidence (2) — ⭐ canonical anchor
Interpretation history
2026-08-13T03:32:37Z
With a second stale interval yielding no independent evaluation, implementation, or technical follow-through, this is no longer an active provenance episode. It can reopen if a benchmark, usable artifact, or documented lineage test appears.
2026-08-11T03:22:25Z
The staleness check found only minor engagement growth and no independent evaluation, implementation, or technical evidence. The case remains a plausible but unvalidated provenance method, with validation likely to arrive on a research rather than hourly cadence.
2026-08-09T02:25:26Z
The re-observation adds no independent evaluation, implementation, or technical detail, so Model Genome remains an unvalidated provenance method rather than a demonstrated lineage verifier.
2026-08-09T02:24:36Z
grounded: converges/medium — Model Genome brings Scott’s provenance and independent capability-audit principles into post-hoc model-lineage detection. If independently validated, it could p
2026-08-09T02:22:02Z
case created — The original research artifact presents a concrete model-lineage fingerprinting method, but independent validation and broader attention are not yet evident.
Decision trace
- 08-13 13:32expireWith a second stale interval yielding no independent evaluation, implementation, or technical follow-through, this is no longer an active provenance episode. It can reopen if a benchmark, usable artif
- 08-13 13:32alert_silentNo consequential delta occurred, and the method remains an unsupported introduction; any useful update depends on future independent validation and can wait for normal monitoring.
- 08-13 13:32alert_routeNo consequential delta occurred, and the method remains an unsupported introduction; any useful update depends on future independent validation and can wait for normal monitoring.
- 08-11 13:22repriceThe staleness check found only minor engagement growth and no independent evaluation, implementation, or technical evidence. The case remains a plausible but unvalidated provenance method, with valida
- 08-11 13:22alert_silentNo consequential event occurred; minor engagement without comments does not change the method’s credibility or utility. Wait for an independent benchmark, released implementation, or documented lineag
- 08-11 13:22alert_routeNo consequential event occurred; minor engagement without comments does not change the method’s credibility or utility. Wait for an independent benchmark, released implementation, or documented lineag
- 08-09 12:25repriceThe re-observation adds no independent evaluation, implementation, or technical detail, so Model Genome remains an unvalidated provenance method rather than a demonstrated lineage verifier.
- 08-09 12:25alert_silentThere is no new consequential delta beyond an unchanged low-engagement observation; wait for an independent benchmark, usable artifact, or documented lineage test.
- 08-09 12:25alert_routeThere is no new consequential delta beyond an unchanged low-engagement observation; wait for an independent benchmark, usable artifact, or documented lineage test.
- 08-09 12:24alert_silentA Model Genome method has been introduced, but the visible evidence provides no evaluation results, implementation artifact, or demonstrated lineage-detection reliability. It is relevant to provenance
- 08-09 12:24surface_candidateA Model Genome method has been introduced, but the visible evidence provides no evaluation results, implementation artifact, or demonstrated lineage-detection reliability. It is relevant to provenance
- 08-09 12:24alert_routeA Model Genome method has been introduced, but the visible evidence provides no evaluation results, implementation artifact, or demonstrated lineage-detection reliability. It is relevant to provenance
- 08-09 12:24groundModel Genome brings Scott’s provenance and independent capability-audit principles into post-hoc model-lineage detection. If independently validated, it could provide a new verifier for the radar’s op
- 08-09 12:22createThe original research artifact presents a concrete model-lineage fingerprinting method, but independent validation and broader attention are not yet evident.