Validations Queue
50,713 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 10 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 | 246_020 China will land on moon by 2030 (credible competitive mission). Alex Wissner-Gross | Geopolitics | 32% | ||
| 0.61 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.61 | gdelt 2026-04-30 | SEM_038 Digital superintelligence (smarter than any human at anything) will arrive as early as 2025 or 2026. Elon Musk | AI/AGI | 19% | ||
| 0.61 | gdelt 2026-04-30 | 235_014 Sam Altman predicted 40x year-over-year hyperdeflation of AI costs at constant capability. Sam Altman | AI | 51% | ||
| 0.61 | 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% | ||
| 0.61 | 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% | ||
| 0.61 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.61 | gdelt 2026-04-30 | 242_055 Activist investing will be disrupted by AI writing open letters to public firms Alex Wissner-Gross | Markets/Stocks | 34% | ||
| 0.61 | gdelt 2026-04-30 | 231_031 OpenAI planning $100B infrastructure spend, going public this year at $1T valuation. Peter Diamandis | Markets/Stocks | 58% | ||
| 0.61 | gdelt 2026-04-30 | 238_048 US must find 100 GW of new power or lose AI race to China (cited from Eric Schmidt) Eric Schmidt | Geopolitics | 45% | ||
| 0.61 | 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% | ||
| 0.61 | 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% | ||
| 0.61 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.61 | gdelt 2026-04-30 | AI_014 A new 'Agent-Native Infrastructure' category emerges — legacy digital infrastructure was built for human-speed traffic; the new internet must handle agent-speed workloads (recursive, bursty, massive). The 'screen time' KPI dies: future software will be... Marc Andreessen | AI | 65% | ||
| 0.61 | gdelt 2026-04-30 | CMQ_051 Humanoid robots total addressable market by 2040: lower bound 1 billion units (exceeding cars on Earth); upper bound 10+ billion units. Brett Adcock / Elon Musk / Vinod Khosla | Robotics | 37% | ||
| 0.61 | gdelt 2026-04-30 | 242_035 S&P will see massive reshuffling with huge winners; no company can project FCF beyond 5 years Dave Blundin | Markets/Stocks | 50% | ||
| 0.61 | gdelt 2026-04-30 | CMQ_049 Traditional tech giants (Apple, Meta, Microsoft) with massive existing platform distribution will capture monopolistic shares of the consumer AI agent market via deep OS-level integration. Jason Calacanis | AI/Markets | 50% | ||
| 0.61 | gdelt 2026-04-30 | 240_057 OpenAI will have another day in the sun with core AI subscription strategy Alex Wissner-Gross | AI | 35% | ||
| 0.61 | gdelt 2026-04-30 | 240_057 OpenAI will have another day in the sun with core AI subscription strategy Alex Wissner-Gross | AI | 35% | ||
| 0.61 | gdelt 2026-04-30 | 240_057 OpenAI will have another day in the sun with core AI subscription strategy Alex Wissner-Gross | AI | 35% | ||
| 0.61 | gdelt 2026-04-30 | 240_057 OpenAI will have another day in the sun with core AI subscription strategy Alex Wissner-Gross | AI | 35% | ||
| 0.61 | gdelt 2026-04-30 | 240_057 OpenAI will have another day in the sun with core AI subscription strategy Alex Wissner-Gross | AI | 35% | ||
| 0.61 | 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% | ||
| 0.61 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.61 | gdelt 2026-04-30 | 240_057 OpenAI will have another day in the sun with core AI subscription strategy Alex Wissner-Gross | AI | 35% | ||
| 0.61 | gdelt 2026-04-30 | 247_011 OpenAI user count will soon reach 1 billion Alex Wissner-Gross | AI | 41% | ||
| 0.61 | gdelt 2026-04-30 | 240_057 OpenAI will have another day in the sun with core AI subscription strategy Alex Wissner-Gross | AI | 35% | ||
| 0.61 | gdelt 2026-04-30 | 238_001 Cost drop in AI models will make them much more accessible to many more people Unknown | AI | 37% | ||
| 0.61 | gdelt 2026-04-30 | 240_057 OpenAI will have another day in the sun with core AI subscription strategy Alex Wissner-Gross | AI | 35% | ||
| 0.61 | gdelt 2026-04-30 | 242_055 Activist investing will be disrupted by AI writing open letters to public firms Alex Wissner-Gross | Markets/Stocks | 34% | ||
| 0.61 | gdelt 2026-04-30 | 240_057 OpenAI will have another day in the sun with core AI subscription strategy Alex Wissner-Gross | AI | 35% | ||
| 0.61 | gdelt 2026-04-30 | 240_026 Elon's combined empire (SpaceX/xAI/Tesla/Optimus/Terrafab/orbital DCs) will be a $100T company Dave Blundin | Markets/Stocks | 42% | ||
| 0.61 | 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% | ||
| 0.61 | gdelt 2026-04-30 | 240_057 OpenAI will have another day in the sun with core AI subscription strategy Alex Wissner-Gross | AI | 35% | ||
| 0.61 | 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% | ||
| 0.61 | gdelt 2026-04-30 | 244_032 Uber will cash flow $10B this year (2026) Dara Khosrowshahi | Markets/Stocks | 55% | ||
| 0.61 | gdelt 2026-04-30 | SEM_041 At least 100,000 personal AI robots will be preordered in 2025 (driven by speech/vision/dexterity advances). Brett Adcock | Robotics | 42% | ||
| 0.61 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.61 | gdelt 2026-04-30 | TK05 Rate Regime Persistence (10y > 5% through 2028) | — | 30% | ||
| 0.61 | 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% | ||
| 0.61 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.61 | gdelt 2026-04-30 | CMQ_060 Bitcoin will reach $21 million per coin by 2046 — driven by unprecedented political, regulatory, and policy shifts in the US. Michael Saylor | Crypto | 20% | ||
| 0.61 | 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% | ||
| 0.61 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.61 | gdelt 2026-04-30 | 247_058 Jury selection begins April 27, 2026 for Musk v OpenAI trial Peter Diamandis | AI | 71% | ||
| 0.61 | 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% | ||
| 0.61 | gdelt 2026-04-30 | TK10 $100T Sovereign Debt Crisis | — | 12% | ||
| 0.61 | 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% | ||
| 0.61 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.61 | 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% |