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 21 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 | |
|---|---|---|---|---|---|---|
| 0.57 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.57 | gdelt 2026-04-30 | TK10 $100T Sovereign Debt Crisis | — | 12% | ||
| 0.57 | gdelt 2026-04-30 | 242_034 AI could compress S&P 500 equity valuations 2-7x free cash flow (down from 22x) Chamath Palihapitiya | Markets/Stocks | 38% | ||
| 0.57 | gdelt 2026-04-30 | TK10 $100T Sovereign Debt Crisis | — | 12% | ||
| 0.57 | gdelt 2026-04-30 | 247_010 Anthropic will beat OpenAI in valuation trajectory Dave Blundin | AI | 40% | ||
| 0.57 | 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% | ||
| 0.57 | gdelt 2026-04-30 | CYB_028 The 2024-2026 AI arms race directly parallels the hyper-speculative early-1990s dot-com bubble and subsequent search-engine wars — while underlying technology is transformative, the vast majority of highly-valued competitors and heavily-funded startups... Mark Cuban | Markets/Stocks | 48% | ||
| 0.57 | gdelt 2026-04-30 | TK10 $100T Sovereign Debt Crisis | — | 12% | ||
| 0.57 | gdelt 2026-04-30 | CMQ_025 The entire global installed base of data centers must be ripped out and replaced — legacy DCs unfit for AI factory workloads. Jensen Huang | AI/Compute | 49% | ||
| 0.57 | gdelt 2026-04-30 | 246_013 Artemis 4 crewed moon landing mission to south pole in early 2028. Peter Diamandis | Space | 42% | ||
| 0.57 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.57 | gdelt 2026-04-30 | INF_069 Bitcoin's total addressable market will ultimately reach approximately $270 trillion — positioning it as "digital capital" and apex reserve asset, capturing global store-of-value demand currently distributed across real estate, gold, sovereign debt, an... Michael Saylor | Crypto | 15% | ||
| 0.57 | 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% | ||
| 0.57 | 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% | ||
| 0.57 | gdelt 2026-04-30 | 247_028 Musk doesn't care about $100 billion in lawsuit, cares about Sam/Greg departing Dave Blundin | AI | 45% | ||
| 0.57 | gdelt 2026-04-30 | TK10 $100T Sovereign Debt Crisis | — | 12% | ||
| 0.57 | gdelt 2026-04-30 | TK02 AI Compute Supply Shock (TSMC/Taiwan Disruption) | — | 12% | ||
| 0.57 | 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% | ||
| 0.57 | 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% | ||
| 0.57 | gdelt 2026-04-30 | FUT_022 Massive resurgence in North American industrialization 2026-2031 driven by geographic + demographic insulation of United States + Mexico — permanent systemic withdrawal from trans-Pacific and trans-Atlantic economic dependencies; aggressive 'de-risking... Peter Zeihan | Macro/Economy | 72% | ||
| 0.57 | 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% | ||
| 0.57 | gdelt 2026-04-30 | TK10 $100T Sovereign Debt Crisis | — | 12% | ||
| 0.57 | gdelt 2026-04-30 | 242_054 Terafab initial capex $25B, total buildout $150B+ minimum, possibly $500B Peter Diamandis | AI | 45% | ||
| 0.57 | 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% | ||
| 0.57 | 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% | ||
| 0.57 | gdelt 2026-04-30 | TK10 $100T Sovereign Debt Crisis | — | 12% | ||
| 0.57 | 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% | ||
| 0.57 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.57 | gdelt 2026-04-30 | TK10 $100T Sovereign Debt Crisis | — | 12% | ||
| 0.57 | gdelt 2026-04-30 | 248_019 US data center moratoriums will push AI compute out to LEO / sun-synchronous orbit / Dyson swarm. Alex Wissner-Gross | Space | 12% | ||
| 0.57 | gdelt 2026-04-30 | 242_049 W-2 income will get pummeled over next 3 years; assets will appreciate Dave Blundin | Macro/Economy | 50% | ||
| 0.57 | gdelt 2026-04-30 | FUT_014 'US political revolution' ranked #1 tier global risk 2026+ per Eurasia Group — internal partisan bifurcation within United States has moved well beyond traditional electoral friction into systemic institutional paralysis; federal government increasingl... Ian Bremmer | Geopolitics | 55% | ||
| 0.57 | gdelt 2026-04-30 | 247_028 Musk doesn't care about $100 billion in lawsuit, cares about Sam/Greg departing Dave Blundin | AI | 45% | ||
| 0.57 | gdelt 2026-04-30 | 247_028 Musk doesn't care about $100 billion in lawsuit, cares about Sam/Greg departing Dave Blundin | AI | 45% | ||
| 0.57 | gdelt 2026-04-30 | 247_028 Musk doesn't care about $100 billion in lawsuit, cares about Sam/Greg departing Dave Blundin | AI | 45% | ||
| 0.57 | gdelt 2026-04-30 | 247_028 Musk doesn't care about $100 billion in lawsuit, cares about Sam/Greg departing Dave Blundin | AI | 45% | ||
| 0.57 | gdelt 2026-04-30 | SPC_013 As 15th NASA Administrator (confirmed December 2025), Isaacman predicts NASA will launch astronauts into space every 6-9 months via commercial partnerships — plus aggressive reinforcement of lunar-lander programs to establish a permanent surface presen... Jared Isaacman | Space | 46% | ||
| 0.57 | gdelt 2026-04-30 | 247_028 Musk doesn't care about $100 billion in lawsuit, cares about Sam/Greg departing Dave Blundin | AI | 45% | ||
| 0.57 | gdelt 2026-04-30 | 236_015 Unnamed tech CEO plans to fire 15% of workers now, 20% in 2 years, 20% more after Unnamed tech CEO | Labor/Jobs | 47% | ||
| 0.57 | gdelt 2026-04-30 | 247_028 Musk doesn't care about $100 billion in lawsuit, cares about Sam/Greg departing Dave Blundin | AI | 45% | ||
| 0.57 | gdelt 2026-04-30 | 247_028 Musk doesn't care about $100 billion in lawsuit, cares about Sam/Greg departing Dave Blundin | AI | 45% | ||
| 0.57 | gdelt 2026-04-30 | 247_028 Musk doesn't care about $100 billion in lawsuit, cares about Sam/Greg departing Dave Blundin | AI | 45% | ||
| 0.57 | gdelt 2026-04-30 | 247_028 Musk doesn't care about $100 billion in lawsuit, cares about Sam/Greg departing Dave Blundin | AI | 45% | ||
| 0.57 | gdelt 2026-04-30 | 247_028 Musk doesn't care about $100 billion in lawsuit, cares about Sam/Greg departing Dave Blundin | AI | 45% | ||
| 0.57 | 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% | ||
| 0.57 | gdelt 2026-04-30 | INF_068 2026 will be a watershed year for state and institutional Bitcoin accumulation — nations will drive a sustained Bitcoin shopping spree, formalizing digital assets as reserve infrastructure. Michael Saylor | Crypto | 34% | ||
| 0.57 | gdelt 2026-04-30 | TK10 $100T Sovereign Debt Crisis | — | 12% | ||
| 0.57 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.57 | gdelt 2026-04-30 | 247_028 Musk doesn't care about $100 billion in lawsuit, cares about Sam/Greg departing Dave Blundin | AI | 45% | ||
| 0.57 | gdelt 2026-04-30 | 247_028 Musk doesn't care about $100 billion in lawsuit, cares about Sam/Greg departing Dave Blundin | AI | 45% |