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 16 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 | |
|---|---|---|---|---|---|---|
| 0.59 | gdelt 2026-04-30 | 238_022 From here forward, training data will be synthetic (pre-training era of human internet data is over) Alex Wissner-Gross | AI | 39% | ||
| 0.59 | gdelt 2026-04-30 | AUT_011 Severe impending collision between capabilities of open autonomous systems and desires of global state actors to maintain control — emergence of 'compute licensing dystopias' where governments implement draconian surveillance over raw computational har... David Holz | Geopolitics | 50% | ||
| 0.59 | gdelt 2026-04-30 | 248_002 LEO satellite-to-phone will become the new alternative to terrestrial networks within two years. Alex Wissner-Gross | Space | 38% | ||
| 0.59 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.59 | gdelt 2026-04-30 | 247_010 Anthropic will beat OpenAI in valuation trajectory Dave Blundin | AI | 40% | ||
| 0.59 | gdelt 2026-04-30 | S_IPO_TRILLION_2026 First $1T+ IPO in 2026 | ipo_trillion_plus | 25% | ||
| 0.59 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.59 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.59 | gdelt 2026-04-30 | 247_028 Musk doesn't care about $100 billion in lawsuit, cares about Sam/Greg departing Dave Blundin | AI | 45% | ||
| 0.59 | 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% | ||
| 0.59 | 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% | ||
| 0.59 | gdelt 2026-04-30 | 242_058 Cybercab owners will generate revenue via autonomous ridesharing fleets Peter Diamandis | Auto/Transport | 51% | ||
| 0.59 | gdelt 2026-04-30 | 240_045 White House to disclose something about aliens/UAPs in the next few months (rumors of June/July/summer) Alex Wissner-Gross | Geopolitics | 39% | ||
| 0.59 | 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% | ||
| 0.59 | gdelt 2026-04-30 | 247_010 Anthropic will beat OpenAI in valuation trajectory Dave Blundin | AI | 40% | ||
| 0.59 | gdelt 2026-04-30 | 244_032 Uber will cash flow $10B this year (2026) Dara Khosrowshahi | Markets/Stocks | 55% | ||
| 0.59 | gdelt 2026-04-30 | SEM_030 S&P 500 roughly 10% upside in 2026 driven by AI productivity wave rolling through broader economy (not just megacap). Mike Wilson | Capital Markets | 43% | ||
| 0.59 | gdelt 2026-04-30 | 234_034 Andrew Yang predicts 20-50% of 70M US white collar workers could be displaced in 1-2 years Andrew Yang | Labor/Jobs | 45% | ||
| 0.59 | 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% | ||
| 0.59 | 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% | ||
| 0.59 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.59 | 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% | ||
| 0.59 | gdelt 2026-04-30 | SPC_002 A SpaceX public-market liquidity event will reach a $1.5 trillion to $2 trillion valuation target — with roughly one-third defensible solely on proven Starlink + launch cash flow, and remaining two-thirds resting on speculative programs (Starship V3, o... Morgan Stanley | Markets/Stocks | 45% | ||
| 0.59 | gdelt 2026-04-30 | TK10 $100T Sovereign Debt Crisis | — | 12% | ||
| 0.59 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.59 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.59 | gdelt 2026-04-30 | S_MARS_2031PLUS Mars uncrewed: 2031+ transfer window or further delay | mars_uncrewed_landing | 25% | ||
| 0.59 | gdelt 2026-04-30 | TK15 SpaceX Starship Catastrophic Failure | — | 12% | ||
| 0.59 | gdelt 2026-04-30 | 247_010 Anthropic will beat OpenAI in valuation trajectory Dave Blundin | AI | 40% | ||
| 0.59 | gdelt 2026-04-30 | 247_010 Anthropic will beat OpenAI in valuation trajectory Dave Blundin | AI | 40% | ||
| 0.59 | gdelt 2026-04-30 | 247_011 OpenAI user count will soon reach 1 billion Alex Wissner-Gross | AI | 41% | ||
| 0.59 | 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% | ||
| 0.59 | gdelt 2026-04-30 | CMQ_063 Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer. Alex Wissner-Gross | Quantum/AI | 15% | ||
| 0.59 | gdelt 2026-04-30 | 232_028 In AI age there will be unlimited entrepreneurial opportunity; the 'only AI' displacement narrative is wrong. Ben Horowitz | Labor/Jobs | 45% | ||
| 0.59 | 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% | ||
| 0.59 | gdelt 2026-04-30 | 241_011 By end of 2026, no one will write code manually - it'll be a quaint skill Peter Diamandis | Labor/Jobs | 47% | ||
| 0.59 | gdelt 2026-04-30 | 240_034 Morgan Stanley forecasts 13-40GW data center power shortfall through 2028 Morgan Stanley | Energy | 47% | ||
| 0.59 | gdelt 2026-04-30 | 247_028 Musk doesn't care about $100 billion in lawsuit, cares about Sam/Greg departing Dave Blundin | AI | 45% | ||
| 0.59 | 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% | ||
| 0.59 | 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% | ||
| 0.59 | gdelt 2026-04-30 | 247_001 xAI will IPO at $2 trillion valuation this coming summer Peter Diamandis | AI | 42% | ||
| 0.59 | gdelt 2026-04-30 | 238_052 $100 trillion companies within 5 years (3 years from now, per Diamandis interpretation of Musk) Elon Musk | Markets/Stocks | 42% | ||
| 0.59 | gdelt 2026-04-30 | 238_068 Mark Pack Donovan to distribute 5% of wealth fund annually to 44 people (UBI-style pod) Mark Pack Donovan | Macro/Economy | 43% | ||
| 0.59 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.59 | gdelt 2026-04-30 | S_MARS_2031PLUS Mars uncrewed: 2031+ transfer window or further delay | mars_uncrewed_landing | 25% | ||
| 0.59 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.59 | gdelt 2026-04-30 | 238_071 Future AI models may compress all human knowledge into megabytes via post-transformer breakthroughs Alex Wissner-Gross | AI | 35% | ||
| 0.59 | gdelt 2026-04-30 | 242_044 Base AI models becoming commodity; value migrates up the stack Alex Wissner-Gross | AI | 35% | ||
| 0.59 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.59 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% |