Validations Queue
49,835 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 8 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 | |
|---|---|---|---|---|---|---|
| 0.62 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.62 | gdelt 2026-04-30 | 238_012 OpenAI aspires to have 100 AI scientists winning 100 Nobel Prizes Kevin Weil | AI | 38% | ||
| 0.62 | 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% | ||
| 0.62 | gdelt 2026-04-30 | 234_012 Anthropic revenue will cross OpenAI revenue in middle of 2026 Peter Diamandis | Markets/Stocks | 67% | ||
| 0.62 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.62 | 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% | ||
| 0.62 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.62 | gdelt 2026-04-30 | 232_035 Apple is sitting on a multi-trillion dollar opportunity to leapfrog back into AI vanguard via hosting open models. Alex Wissner-Gross | Markets/Stocks | 38% | ||
| 0.62 | gdelt 2026-04-30 | CMQ_028 NVIDIA's total AI chip revenue opportunity through 2027 is at least $3-5 trillion (upgraded from prior estimates at MS TMT 2026). Jensen Huang | Semis | 72% | ||
| 0.62 | gdelt 2026-04-30 | 230_044 Unrest/civil unrest will materialize; tech AI leaders will face security threats and death threats. Peter Diamandis | Geopolitics | 51% | ||
| 0.62 | gdelt 2026-04-30 | TK10 $100T Sovereign Debt Crisis | — | 12% | ||
| 0.62 | gdelt 2026-04-30 | INF_007 OpenAI will dominate global AI data-center capacity by 2027 — centralization of compute power that parallels monopolistic utilities of the early industrial age. Alex Wissner-Gross | AI | 43% | ||
| 0.62 | gdelt 2026-04-30 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | ||
| 0.62 | gdelt 2026-04-30 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | ||
| 0.62 | 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% | ||
| 0.62 | gdelt 2026-04-30 | CMQ_040 AI-driven demand has triggered an 'unprecedented supercycle' for dominant global memory suppliers (Samsung, SK Hynix, Micron). Samsung executives | Semis/Memory | 62% | ||
| 0.62 | gdelt 2026-04-30 | AI_021 The 2026-2027 window is the 'Great Disemboweling' of white-collar employment — millions of mid-career professionals (junior software developers, legal analysts, corporate marketers) lose jobs within a 12-18 month timeframe; resulting unemployment casca... Andrew Yang | Labor/Jobs | 46% | ||
| 0.62 | gdelt 2026-04-30 | 240_001 NVIDIA to reach at least $1 trillion in bookings/revenue through 2027 Jensen Huang | Markets/Stocks | 78% | ||
| 0.62 | gdelt 2026-04-30 | SPC_028 Ismail and Blundin forecast widespread corporate collapses in 2025-2026 for traditional institutions failing to integrate agentic models — massive job displacement of over 1.1 million knowledge workers as AI automates their roles. Salim Ismail | Labor/Jobs | 37% | ||
| 0.62 | gdelt 2026-04-30 | TK10 $100T Sovereign Debt Crisis | — | 12% | ||
| 0.62 | gdelt 2026-04-30 | 240_040 Elon: economy will grow 1000x to saturate all human desire Elon Musk | Macro/Economy | 38% | ||
| 0.62 | gdelt 2026-04-30 | IND_011 2024-2026 window represents 'AI's iPhone moment' — tech ecosystem moves rapidly beyond simple chatbots to living autonomous AI agents; this shift fundamentally breaks traditional SaaS business model, transitioning economy toward outcome-based pricing r... Jason Calacanis | Macro/Economy | 58% | ||
| 0.62 | gdelt 2026-04-30 | 242_042 Trillion parameter models will propagate to anyone with $50-100M to invest Dave Blundin | AI | 50% | ||
| 0.62 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.62 | 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% | ||
| 0.62 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.62 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.62 | gdelt 2026-04-30 | 246_023 Grok 5 release ~20% probability for Q2 2026 per PolyMarket. PolyMarket | AI | 43% | ||
| 0.62 | gdelt 2026-04-30 | 235_001 Anthropic will be first company to hit $1 trillion in revenue by 2029-2030. Dave Blundin | AI | 46% | ||
| 0.62 | gdelt 2026-04-30 | 244_032 Uber will cash flow $10B this year (2026) Dara Khosrowshahi | Markets/Stocks | 55% | ||
| 0.62 | gdelt 2026-04-30 | S_MARS_2031PLUS Mars uncrewed: 2031+ transfer window or further delay | mars_uncrewed_landing | 25% | ||
| 0.62 | gdelt 2026-04-30 | TK15 SpaceX Starship Catastrophic Failure | — | 12% | ||
| 0.62 | gdelt 2026-04-30 | 242_004 Musk ecosystem will lap Nvidia by 1-2 orders of magnitude Peter Diamandis | Markets/Stocks | 41% | ||
| 0.62 | gdelt 2026-04-30 | 248_010 AI capabilities will advance 100x in 2026 (by summer, potentially more). Dave Blundin | AI | 31% | ||
| 0.62 | gdelt 2026-04-30 | 236_028 AI chatbot/AI romance trend growing unfortunately Andrew Yang | Consumer | 51% | ||
| 0.62 | gdelt 2026-04-30 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | ||
| 0.62 | 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% | ||
| 0.62 | gdelt 2026-04-30 | 230_029 Cognition is becoming a commodity — intelligence will flow like oil. Alex Wissner-Gross | AI | 43% | ||
| 0.62 | gdelt 2026-04-30 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | ||
| 0.62 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.62 | gdelt 2026-04-30 | CMQ_020 Nearly $2.5 trillion of AI-related infrastructure investment will flow through the global economy by 2028; >80% of that spending is still ahead of the market as of early 2026. Morgan Stanley | Macro/Economy | 67% | ||
| 0.62 | 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% | ||
| 0.62 | gdelt 2026-04-30 | AI_021 The 2026-2027 window is the 'Great Disemboweling' of white-collar employment — millions of mid-career professionals (junior software developers, legal analysts, corporate marketers) lose jobs within a 12-18 month timeframe; resulting unemployment casca... Andrew Yang | Labor/Jobs | 46% | ||
| 0.62 | gdelt 2026-04-30 | 247_058 Jury selection begins April 27, 2026 for Musk v OpenAI trial Peter Diamandis | AI | 71% | ||
| 0.62 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.62 | gdelt 2026-04-30 | SEM_023 No AI bubble — semiconductor positive trend will remain robust through 2026 with 'crystal clear' growth visibility into 2027. Joseph Moore | Semis/Markets | 63% | ||
| 0.62 | gdelt 2026-04-30 | AI_021 The 2026-2027 window is the 'Great Disemboweling' of white-collar employment — millions of mid-career professionals (junior software developers, legal analysts, corporate marketers) lose jobs within a 12-18 month timeframe; resulting unemployment casca... Andrew Yang | Labor/Jobs | 46% | ||
| 0.62 | gdelt 2026-04-30 | 241_006 Everyone is out of hardware and electricity due to AI boom Eric Schmidt | AI | 79% | ||
| 0.62 | gdelt 2026-04-30 | INF_006 Over time, very large fractions of the earth's land surface will be given over to data centers as AI compute demand scales — hyperscaler DC footprint transitions from discrete campuses to regional-scale compute territories. Sam Altman | AI | 40% | ||
| 0.62 | gdelt 2026-04-30 | 247_004 Musk v. OpenAI case will set precedent for all future nonprofit-to-for-profit conversions Dave Blundin | AI | 45% |