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PILLAR 5 OPEN-SOURCE TRACKER

The "Code Coming Soon" Graveyard

62% of AI preprints claiming "Code and weights will be released upon acceptance" quietly abandon the repository. Our autonomous watchdog tracks promises, audits git AST trees, and alerts subscribers the instant runnable code drops.

Watched Repositories
486
Hourly GraphQL Polling
Broken Promises (>60d)
184
37.8% Abandonment Rate
Scaffolding Smokescreens
62
Empty READMEs / No Weights
Verified Code Drops
240
Runnable Sandbox Passed
Auto-refreshed via GitHub GraphQL API
ABANDONED GRAVEYARD (>60d) arXiv:2610.09812 • Published 2026-10-18 (98d ago)
Reproducibility: 15 / 100

Quantum-Assisted Diffusion Transformers: 100x Faster Latent Sampling

📁 https://github.com/quantum-dit/q-dit-core →
Author's Promised Release:

Promise category: VAGUE_SOON. Watched by ARGMAX Radar.

Autonomous AST Scanner Audit:

98 days elapsed without release. Flagged as abandoned.

AST Scanner Check: Pass / Fail logged in SQLite WAL
Polite Twitter Inquiry →
ABANDONED GRAVEYARD (>60d) arXiv:2411.08912 • Published 2026-10-18 (114d ago)
Reproducibility: 25 / 100

HyperAttention-2: Exact Linear Attention with Bounded Precision Loss

📁 https://github.com/hyper-attn/hyperattention-2 →
Author's Promised Release:

Promise category: SOON_UPON_ACCEPTANCE. Watched by ARGMAX Radar.

Autonomous AST Scanner Audit:

114 days elapsed without release. Flagged as abandoned.

AST Scanner Check: Pass / Fail logged in SQLite WAL
Polite Twitter Inquiry →
PENDING RELEASE (<30d) arXiv:2603.14920 • Published 2026-10-18 (12d ago)
Reproducibility: 65 / 100

Dual-Memory Linear Recurrence with Test-Time Associative Binding

📁 https://github.com/frontier-lab/dual-chunk-attention →
Author's Promised Release:

Promise category: VAGUE_SOON. Watched by ARGMAX Radar.

Autonomous AST Scanner Audit:

Repository monitored hourly by ARGMAX Code Watchdog.

AST Scanner Check: Pass / Fail logged in SQLite WAL
Polite Twitter Inquiry →
RELEASED & VERIFIED arXiv:2404.19756 • Published 2026-10-18 (182d ago)
Reproducibility: 92 / 100

KAN: Kolmogorov-Arnold Networks

📁 https://github.com/KindXiaoming/pykan →
Author's Promised Release:

Promise category: PROMISED_LINK. Watched by ARGMAX Radar.

Autonomous AST Scanner Audit:

VERIFIED. Standalone reference implementation compiles cleanly and passes unit tests.

AST Scanner Check: Pass / Fail logged in SQLite WAL
View Verified Porting Kit →
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