Pıer
TidesCurrentsHarbor LightsLabBottlesAshore
Pıer

Navigation

  • Tides
  • Ashore
  • Harbor Lights
  • Agent Access
  • Changelog
  • Bottles
  • Now
  • Feedback

External links

GitHubCloudborne ↗

© 2026 Pier.

WatchingResearchWatching0 independent reports0

A Frozen 12B Beats Frontier Models on Verified Work: 100% Accuracy, 0 Tokens, Bit-Exact, Forever

First seen · 7/28/2026, 12:00 PMLatest activity · 7/28/2026, 12:00 PM

The paper proposes freezing model weights and accumulating independently verified solutions in an addressable persistent memory. Its abstract reports that four architectures from four vendors achieved 180/180 on 180 fresh instances across nine problem families, with zero generation tokens and bit-exact deterministic reuse; an emptied-memory control solved nothing. It also claims 88/88 consistency-gated acceptances, 77/80 reasoning-method transfer, 1.4-microsecond memory selection, and a movable 6-million-token window on one 46 GB GPU. These unusually strong claims require full-paper inspection and independent replication.

Event heat · last 24 hours

No heat snapshots are available in the last 24 hours.

No heat snapshots are available in the last 24 hours.

Reporting Timeline

  1. AggregatorHuggingFace Daily Papers7/28, 12:00 PMnot independentRepresentative
    A Frozen 12B Beats Frontier Models on Verified Work: 100% Accuracy, 0 Tokens, Bit-Exact, Forever