Validations Queue
63,896 candidate doc → node links pending adjudication. Each was auto-generated by cosine similarity ≥ 0.55 between document and prediction embeddings (bge-base-en-v1.5, 768-dim). Showing page 19 of 25, 50 rows by similarity. Adjudicating updates doc_node_links.reviewed=true with the chosen polarity, writes per-link rows to audit_log, and removes the row from this queue. Phase 4 inference will use confirmed corroborates/contradicts links as Bayesian evidence.
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Bulk auto-confirm by similarity threshold
Confirm or label (corroborates / contradicts) all unreviewed links above a similarity threshold in one transaction. Each affected row writes a per-link audit_log entry. Capped at 1,000 links per call. Use Preview first.
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| Sim | Doc | Source | Pred | Domain | Prior | |
|---|---|---|---|---|---|---|
| 0.58 | gdelt 2026-04-30 | SEM_027 Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon. Joseph Moore | Capital Markets | 68% | ||
| 0.58 | gdelt 2026-04-30 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | ||
| 0.58 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.58 | gdelt 2026-04-30 | 247_058 Jury selection begins April 27, 2026 for Musk v OpenAI trial Peter Diamandis | AI | 71% | ||
| 0.58 | gdelt 2026-04-30 | SPC_009 Formal 5-to-7-year delay announced February 2026 for SpaceX's foundational Mars missions — framed as 'sequencing decision' not abandonment. Executing NASA Artemis lunar contracts generates near-term revenue to finance Starship R&D. Shotwell's prior Mar... Gwynne Shotwell | Space | 39% | ||
| 0.58 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.58 | gdelt 2026-04-30 | 236_008 First $100 trillion dollar companies and multi-trillionaires will come online Peter Diamandis | Markets/Stocks | 53% | ||
| 0.58 | gdelt 2026-04-30 | CYB_003 Localized, ungoverned multi-agent networks will spontaneously generate their own social networks, governance manifestos, debated ethics, and closed-loop digital economies — exemplified by the Moltbook platform in early 2026 where 150,000+ autonomous AI... Alex Finn | AI | 55% | ||
| 0.58 | gdelt 2026-04-30 | CMQ_053 Figure AI secured $675M Series B in 2024 and partnered commercially with BMW — addressing skilled-labor shortages in automotive manufacturing. Brett Adcock | Robotics | 55% | ||
| 0.58 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.58 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.58 | gdelt 2026-04-30 | CMQ_013 A 5-OOM (100,000x) effective-compute leap will occur between 2024-2027 — bridging GPT-4 high-schooler to fully automated AI researcher. Leopold Aschenbrenner | AI | 40% | ||
| 0.58 | gdelt 2026-04-30 | INF_033 Technology conglomerates have mobilized unprecedented political capital to ensure AI-friendly regulation: Meta committed $65M to super PACs ('Forge the Future Project', 'Making Our Tomorrow'); a16z backed the $50M 'Leading the Future' PAC — combined $1... Meta / a16z (Andreessen, Horowitz) | Geopolitics | 62% | ||
| 0.58 | gdelt 2026-04-30 | SEM_022 FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed nations maintain competitive development. Dave Blundin | AI/Architecture | 65% | ||
| 0.58 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.58 | gdelt 2026-04-30 | SEM_027 Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon. Joseph Moore | Capital Markets | 68% | ||
| 0.58 | gdelt 2026-04-30 | 247_007 Anthropic ARR will reach $1 trillion by end of 2027 Peter Diamandis | AI | 50% | ||
| 0.58 | gdelt 2026-04-30 | CMQ_026 NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence. Jensen Huang | Semis | 87% | ||
| 0.58 | gdelt 2026-04-30 | 247_058 Jury selection begins April 27, 2026 for Musk v OpenAI trial Peter Diamandis | AI | 71% | ||
| 0.58 | gdelt 2026-04-30 | CMQ_041 Reallocation of foundry real estate toward high-margin HBM leaves severe unaddressed supply shortage for traditional consumer-grade DRAM — bifurcation of global memory market. Morgan Stanley | Semis/Memory | 71% | ||
| 0.58 | gdelt 2026-04-30 | 230_029 Cognition is becoming a commodity — intelligence will flow like oil. Alex Wissner-Gross | AI | 43% | ||
| 0.58 | gdelt 2026-04-30 | 232_012 US-China AI situation about to get more complicated regarding open source models and secrets. Ben Horowitz | Geopolitics | 44% | ||
| 0.58 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.58 | gdelt 2026-04-30 | 242_011 New non-lithography semiconductor techniques discovered within 1-2 years, manufactured at scale in 5-7 years Dave Blundin | AI | 46% | ||
| 0.58 | gdelt 2026-04-30 | 247_011 OpenAI user count will soon reach 1 billion Alex Wissner-Gross | AI | 41% | ||
| 0.58 | gdelt 2026-04-30 | CMQ_035 HBM4 16-layer stack design (required for Vera Rubin) places unprecedented yield and capacity strain on global memory fabrication facilities. Jensen Huang / Morgan Stanley | Semis/Memory | 68% | ||
| 0.58 | gdelt 2026-04-30 | SEM_027 Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon. Joseph Moore | Capital Markets | 68% | ||
| 0.58 | gdelt 2026-04-30 | TK02 AI Compute Supply Shock (TSMC/Taiwan Disruption) | — | 12% | ||
| 0.58 | gdelt 2026-04-30 | ROB_021 The United States is locked in a fierce physical engineering race with China — China operates with 'incredible speed at massive scale' in hardware-heavy sectors (advanced batteries, high-speed rail, commercial robotics); failure to digitize the industr... Marc Andreessen | Geopolitics | 67% | ||
| 0.58 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.58 | gdelt 2026-04-30 | FUT_024 XPT 2022 tournament assigned mere 2.3% probability to AI achieving gold-medal performance in International Mathematical Olympiad by 2025 — actual achievement empirically reached forcing systemic re-evaluation within forecasting community. Historical tr... Superforecaster Community | AI | 100% | ||
| 0.58 | gdelt 2026-04-30 | CMQ_015 Algorithmic efficiencies will deliver ~0.5 OOMs per year of additional effective compute through 2027 — pure multiplier on raw FLOPs. Leopold Aschenbrenner | AI | 50% | ||
| 0.58 | gdelt 2026-04-30 | 236_028 AI chatbot/AI romance trend growing unfortunately Andrew Yang | Consumer | 51% | ||
| 0.58 | gdelt 2026-04-30 | INF_001 Reaching AGI by 2027 will require deployment of hundreds of millions of AI GPUs — forcing total mobilization of US industrial capacity for semiconductor fab and data-center shell construction. Leopold Aschenbrenner | AI | 48% | ||
| 0.58 | gdelt 2026-04-30 | 232_012 US-China AI situation about to get more complicated regarding open source models and secrets. Ben Horowitz | Geopolitics | 44% | ||
| 0.58 | gdelt 2026-04-30 | 238_005 By September 2026 there will be 1000+ ultra-high-inspirational-quality videos of the future generated nearly free Alex Wissner-Gross | AI | 39% | ||
| 0.58 | gdelt 2026-04-30 | CMQ_012 AGI by 2027; superintelligence by 2030 — full automation of AI researchers in 2027 triggers post-AGI intelligence explosion. Leopold Aschenbrenner | AI | 41% | ||
| 0.58 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.58 | gdelt 2026-04-30 | AUT_007 2026 US GDP growth 5% to 6.2% driven directly by AI productivity — citing massive productivity increases unlocked by enterprise AI integration as primary catalyst. Traditional enterprise SaaS 'maintenance and migration' revenue models structurally coll... Chamath Palihapitiya | Macro/Economy | 13% | ||
| 0.58 | gdelt 2026-04-30 | 247_028 Musk doesn't care about $100 billion in lawsuit, cares about Sam/Greg departing Dave Blundin | AI | 45% | ||
| 0.58 | gdelt 2026-04-30 | 240_043 CS placements collapsed from 89% to 19% over 3 years; similar collapse coming for other professions Peter Diamandis | Labor/Jobs | 55% | ||
| 0.58 | gdelt 2026-04-30 | 248_035 Components of the AI data center buildout (power, memory, etc.) will see 3x-10x stock gains if identified early. Dave Blundin | Markets/Stocks | 47% | ||
| 0.58 | gdelt 2026-04-30 | 247_006 Anthropic ARR will reach $100 billion by end of 2026 Peter Diamandis | AI | 50% | ||
| 0.58 | gdelt 2026-04-30 | 230_029 Cognition is becoming a commodity — intelligence will flow like oil. Alex Wissner-Gross | AI | 43% | ||
| 0.58 | gdelt 2026-04-30 | 230_009 US GDP growth will hit triple-digit (100%+) within 5 years per Elon Musk. Elon Musk | Macro/Economy | 46% | ||
| 0.58 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.58 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.58 | gdelt 2026-04-30 | 245_027 Colossal DNA synthesis delivery will reach 20x the largest prior delivery by end of 2026 Ben Lamm | Biotech/Longevity | 41% | ||
| 0.58 | gdelt 2026-04-30 | 247_007 Anthropic ARR will reach $1 trillion by end of 2027 Peter Diamandis | AI | 50% | ||
| 0.58 | gdelt 2026-04-30 | 236_004 Amount of change between now and 2028 will be like nothing we've ever seen Dave Blundin | AI | 50% |