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AI Ledger source reliability
This v0.2 dashboard is qualitative: it shows source mix and correction history without turning the Ledger into a numeric source-ranking system.
Label distribution
| Label | Source index count | Published entry count |
|---|---|---|
| Primary | 31 | 31 |
| Wire | 3 | 1 |
| Reported | 15 | 346 |
| Expert | 6 | 5 |
| Academic | 14 | 797 |
| Market | 4 | 1 |
| Community | 1 | 3 |
| Claimed | 0 | 1 |
| Disputed | 0 | 1 |
Automated ingestion runs
| Started | Status | Trigger | Sources | Fetched | Drafted | Published | Skipped | Errors | Skip rate | Alert |
|---|---|---|---|---|---|---|---|---|---|---|
| 2026-06-12T23:00:57.52+00:00 | complete | cron | 42/74 | 902 | 136 | 136 | 2226 | 0 | 94% | queued |
| 2026-06-12T22:19:49.038+00:00 | complete | cron | 41/74 | 902 | 136 | 136 | 2225 | 0 | 94% | queued |
| 2026-06-12T22:10:58.528+00:00 | complete | cron | 26/74 | 1207 | 1173 | 1173 | 2524 | 0 | 68% | not_needed |
| 2026-06-12T22:04:37.927+00:00 | complete | test | 1/1 | 1 | 1 | 1 | 0 | 0 | 0% | not_needed |
Recent skip log
SemiAnalysis - outside_date_window_or_missing_date (info)
Another Giant Leap: The Rubin CPX Specialized Accelerator & RackSemiAnalysis - outside_date_window_or_missing_date (info)
H100 vs GB200 NVL72 Training Benchmarks – Power, TCO, and Reliability Analysis, Software Improvement Over TimeCNBC Technology - bias_filter_weighting language (reject)
Jim Cramer says SpaceX’s blockbuster IPO could have major implications for the week aheadSemiAnalysis - outside_date_window_or_missing_date (info)
xAI’s Colossus 2 – First Gigawatt Datacenter In The World, Unique RL Methodology, Capital RaiseSemiAnalysis - outside_date_window_or_missing_date (info)
Huawei Ascend Production Ramp: Die Banks, TSMC Continued Production, HBM is The BottleneckSemiAnalysis - outside_date_window_or_missing_date (info)
Amazon’s AI Resurgence: AWS & Anthropic’s Multi-Gigawatt Trainium ExpansionOpenAI News - outside_date_window_or_missing_date (info)
OpenAI for EducationSource review table
| Source | Label | Type | Paywall | Corrections | Entry links | Last checked | Review posture |
|---|---|---|---|---|---|---|---|
| OpenAI News | Primary | Primary | Open | 0 | 10 | 2026-06-12 | Interested primary source: useful for official facts, not independent evaluation. |
| Anthropic News | Primary | Primary | Open | 0 | 2 | 2026-06-12 | Interested primary source: useful for official facts, not independent evaluation. |
| Google DeepMind Blog | Primary | Primary | Open | 0 | 2 | 2026-06-12 | Interested primary source: useful for official facts, not independent evaluation. |
| Meta AI Blog | Primary | Primary | Open | 0 | 0 | 2026-06-12 | Interested primary source: useful for official facts, not independent evaluation. |
| Microsoft AI | Primary | Primary | Open | 0 | 0 | 2026-06-12 | Interested primary source: useful for official facts, not independent evaluation. |
| AWS AI | Primary | Primary | Open | 0 | 0 | 2026-06-12 | Interested primary source: useful for official facts, not independent evaluation. |
| Mistral AI News | Primary | Primary | Open | 0 | 0 | 2026-06-12 | Interested primary source: useful for official facts, not independent evaluation. |
| Cohere Blog | Primary | Primary | Open | 0 | 0 | 2026-06-12 | Interested primary source: useful for official facts, not independent evaluation. |
| NVIDIA Blog | Primary | Primary | Open | 0 | 3 | 2026-06-12 | Interested primary source: useful for official facts, not independent evaluation. |
OpenAI News - outside_date_window_or_missing_date (info)
AI safety via debate| AMD AI | Primary | Primary | Open | 0 | 0 | 2026-06-12 | Interested primary source: useful for official facts, not independent evaluation. |
| Intel AI | Primary | Primary | Open | 0 | 0 | 2026-06-12 | Interested primary source: useful for official facts, not independent evaluation. |
| Cerebras News | Primary | Primary | Open | 0 | 0 | 2026-06-12 | Interested primary source: useful for official facts, not independent evaluation. |
| Groq News | Primary | Primary | Open | 0 | 0 | 2026-06-12 | Interested primary source: useful for official facts, not independent evaluation. |
| Hugging Face Blog | Community | Mixed | Open | 0 | 3 | 2026-06-12 | Interested primary source: useful for official facts, not independent evaluation. |
| Databricks Blog | Primary | Primary | Open | 0 | 10 | 2026-06-12 | Interested primary source: useful for official facts, not independent evaluation. |
| Apple Machine Learning Research | Primary | Primary | Open | 0 | 0 | 2026-06-12 | Interested primary source: useful for official facts, not independent evaluation. |
| arXiv AI recent | Academic | Secondary | Open | 0 | 796 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| ACL Anthology | Academic | Secondary | Open | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| FAccT Conference | Academic | Secondary | Open | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| Stanford HAI | Academic | Secondary | Open | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| MIT CSAIL | Academic | Secondary | Open | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| Berkeley BAIR | Academic | Secondary | Open | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| Allen Institute for AI | Academic | Secondary | Open | 0 | 1 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| Epoch AI | Academic | Secondary | Open | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| METR | Academic | Secondary | Open | 0 | 1 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| Distributed AI Research Institute | Expert | Secondary | Open | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| Princeton CITP | Academic | Secondary | Open | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| OECD.AI Policy Observatory | Primary | Primary | Open | 0 | 1 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| EU AI Office | Primary | Primary | Open | 0 | 3 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| European Commission AI Act | Primary | Primary | Open | 0 | 3 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| UK AI Safety Institute | Primary | Primary | Open | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| NIST AI Risk Management Framework | Primary | Primary | Open | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| US Center for AI Standards and Innovation | Primary | Primary | Open | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| US FTC AI | Primary | Primary | Open | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| SEC EDGAR | Primary | Primary | Open | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| Cyberspace Administration of China | Primary | Primary | Open | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| India MeitY | Primary | Primary | Open | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| Brazil Federal Senate AI Bill Tracker | Primary | Primary | Open | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| UAE AI Office | Primary | Primary | Open | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| Saudi SDAIA | Primary | Primary | Open | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| UNESCO AI Ethics | Primary | Primary | Open | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| Council of Europe AI Framework Convention | Primary | Primary | Open | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| African Union Data Policy Framework | Primary | Primary | Open | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| Reuters Technology | Wire | Secondary | Open | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| Associated Press Technology | Wire | Secondary | Open | 0 | 1 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| Bloomberg Technology | Wire | Secondary | Paywalled | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| Financial Times Technology | Reported | Secondary | Paywalled | 0 | 25 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| Wall Street Journal Technology | Reported | Secondary | Paywalled | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| Barron's Technology | Market | Mixed | Paywalled | 0 | 0 | 2026-06-12 | Market incentives visible; use with primary filings/pricing pages where possible. |
| The Information AI | Reported | Secondary | Paywalled | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| CNBC Technology | Reported | Secondary | Open | 0 | 30 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| S&P Global Market Intelligence | Market | Mixed | Paywalled | 0 | 0 | 2026-06-12 | Market incentives visible; use with primary filings/pricing pages where possible. |
| PitchBook AI | Market | Mixed | Paywalled | 0 | 0 | 2026-06-12 | Market incentives visible; use with primary filings/pricing pages where possible. |
| SemiAnalysis | Market | Mixed | Mixed | 0 | 0 | 2026-06-12 | Market incentives visible; use with primary filings/pricing pages where possible. |
| Stratechery | Expert | Secondary | Mixed | 0 | 3 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| The Register AI | Reported | Secondary | Open | 0 | 47 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| Data Center Dynamics | Reported | Secondary | Open | 0 | 22 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| TechCrunch AI | Reported | Secondary | Open | 0 | 30 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| The Verge AI | Reported | Secondary | Open | 0 | 15 | 2026-06-12 | Interested primary source: useful for official facts, not independent evaluation. |
| WIRED AI | Reported | Secondary | Mixed | 0 | 45 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| MIT Technology Review AI | Reported | Secondary | Mixed | 0 | 10 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| Axios AI+ | Reported | Secondary | Mixed | 0 | 1 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| Semafor Technology | Reported | Secondary | Open | 0 | 93 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| VentureBeat AI | Reported | Secondary | Open | 0 | 6 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| Ars Technica AI | Reported | Secondary | Open | 0 | 20 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| Rest of World AI | Reported | Secondary | Open | 0 | 3 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| AI as Normal Technology | Expert | Secondary | Open | 0 | 1 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| PhilPapers AI Consciousness | Academic | Secondary | Open | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| Journal of Consciousness Studies | Academic | Secondary | Open | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| Neuroscience of Consciousness | Academic | Secondary | Open | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| Trends in Cognitive Sciences | Academic | Secondary | Open | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| Eric Schwitzgebel | Expert | Secondary | Open | 0 | 1 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| Jonathan Birch | Expert | Secondary | Open | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |
| Patrick Butlin | Expert | Secondary | Open | 0 | 0 | 2026-06-12 | Standard source posture; corrections still logged publicly. |