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 12 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 | |
|---|---|---|---|---|---|---|
| 0.61 | 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% | ||
| 0.61 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.61 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.61 | 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% | ||
| 0.61 | gdelt 2026-04-30 | SEM_009 The AI boom rooted in semiconductor hardware will generate the world's first individual trillionaire (2026+). Mark Cuban | Economy | 30% | ||
| 0.61 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.61 | gdelt 2026-04-30 | 246_008 Elon Musk will merge SpaceX and XAI (with Tesla) within a year (Peter's view). Peter Diamandis | Markets/Stocks | 62% | ||
| 0.61 | gdelt 2026-04-30 | 235_005 AI capability will grow 100x this year in raw parameter count as lower bound. Dave Blundin | AI | 49% | ||
| 0.61 | gdelt 2026-04-30 | TK07 Labor Political Backlash (UBI Mandate / AI Tax) | — | 18% | ||
| 0.61 | gdelt 2026-04-30 | TK10 $100T Sovereign Debt Crisis | — | 12% | ||
| 0.61 | gdelt 2026-04-30 | INF_011 Mega-cap hyperscalers will commit over $1 trillion of capital expenditures in the 2025-2026 period alone, with roughly half financed via debt — intertwining AI buildout risk with global credit markets. Morgan Stanley | Macro/Economy | 92% | ||
| 0.61 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.61 | gdelt 2026-04-30 | 231_021 Privacy is cooked; every major company will have AI-recording wearables and micro drones gathering data. Peter Diamandis | Consumer | 59% | ||
| 0.60 | gdelt 2026-04-30 | 236_008 First $100 trillion dollar companies and multi-trillionaires will come online Peter Diamandis | Markets/Stocks | 53% | ||
| 0.60 | gdelt 2026-04-30 | CMQ_008 Rapid agentic automation of white-collar work could precipitate an employment crisis requiring entirely new tax structures to manage displacement. Dario Amodei | Labor/Jobs | 41% | ||
| 0.60 | gdelt 2026-04-30 | S_MARS_2031PLUS Mars uncrewed: 2031+ transfer window or further delay | mars_uncrewed_landing | 25% | ||
| 0.60 | 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% | ||
| 0.60 | gdelt 2026-04-30 | 231_030 US AI industry needs 80 gigawatts of power in the next 3-5 years (Eric Schmidt cited). Eric Schmidt | Energy | 49% | ||
| 0.60 | gdelt 2026-04-30 | 247_001 xAI will IPO at $2 trillion valuation this coming summer Peter Diamandis | AI | 42% | ||
| 0.60 | gdelt 2026-04-30 | 241_060 Data centers will be built in space / rockets will carry data centers Peter Diamandis | Space | 54% | ||
| 0.60 | gdelt 2026-04-30 | 242_003 Musk ecosystem could become first $100 trillion company Peter Diamandis | Markets/Stocks | 49% | ||
| 0.60 | 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% | ||
| 0.60 | gdelt 2026-04-30 | TK10 $100T Sovereign Debt Crisis | — | 12% | ||
| 0.60 | 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% | ||
| 0.60 | 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% | ||
| 0.60 | gdelt 2026-04-30 | 241_021 America can raise $5 trillion over 5 years for data center/AI buildout Eric Schmidt | Markets/Stocks | 47% | ||
| 0.60 | 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% | ||
| 0.60 | 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% | ||
| 0.60 | 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% | ||
| 0.60 | 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% | ||
| 0.60 | 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% | ||
| 0.60 | gdelt 2026-04-30 | 238_012 OpenAI aspires to have 100 AI scientists winning 100 Nobel Prizes Kevin Weil | AI | 38% | ||
| 0.60 | 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% | ||
| 0.60 | 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% | ||
| 0.60 | 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% | ||
| 0.60 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.60 | 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% | ||
| 0.60 | 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% | ||
| 0.60 | gdelt 2026-04-30 | TK10 $100T Sovereign Debt Crisis | — | 12% | ||
| 0.60 | gdelt 2026-04-30 | ROB_023 SpaceX expects approximately 140-145 Falcon 9 launches in 2026 — maintaining the infrastructural backbone required to deploy advanced AI systems into orbit; SpaceX aims to place AI directly on the Moon by 2026. Gwynne Shotwell | Space | 58% | ||
| 0.60 | gdelt 2026-04-30 | S_MARS_2031PLUS Mars uncrewed: 2031+ transfer window or further delay | mars_uncrewed_landing | 25% | ||
| 0.60 | gdelt 2026-04-30 | IND_017 Arrival of the 'AI CEO Billionaire' in 2026 — AI will automate knowledge work so effectively that a synthetic entity could run a billion-dollar enterprise autonomously. Dawn of 'Agentic Era' begins 2027, where autonomous AI agents seamlessly integrate ... Peter Diamandis | Macro/Economy | 11% | ||
| 0.60 | 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% | ||
| 0.60 | 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% | ||
| 0.60 | gdelt 2026-04-30 | 238_023 Neural nets will be 100x bigger at end of 2026 than at beginning (already in the bag) Dave Blundin | AI | 49% | ||
| 0.60 | gdelt 2026-04-30 | 236_008 First $100 trillion dollar companies and multi-trillionaires will come online Peter Diamandis | Markets/Stocks | 53% | ||
| 0.60 | 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% | ||
| 0.60 | 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% | ||
| 0.60 | 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% | ||
| 0.60 | 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% |