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 18 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 | 239_003 We are currently in AI hard takeoff Elon Musk | AI | 47% | ||
| 0.59 | gdelt 2026-04-30 | 232_012 US-China AI situation about to get more complicated regarding open source models and secrets. Ben Horowitz | Geopolitics | 44% | ||
| 0.59 | 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% | ||
| 0.59 | 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% | ||
| 0.59 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.59 | gdelt 2026-04-30 | 230_010 Mega-cap AI companies will reach trillion to 10-trillion+ valuations but have to stop somewhere due to antitrust. Dave Blundin | Markets/Stocks | 47% | ||
| 0.59 | gdelt 2026-04-30 | CMQ_029 DRAM manufacturers must expand production aggressively — 'NVIDIA will buy all you can make'. Jensen Huang | Semis/Memory | 74% | ||
| 0.58 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.58 | gdelt 2026-04-30 | 236_004 Amount of change between now and 2028 will be like nothing we've ever seen Dave Blundin | AI | 50% | ||
| 0.58 | gdelt 2026-04-30 | CMQ_038 Micron has initiated HVM production of HBM4 36GB module delivering 2.8 TB/s bandwidth — optimized to reduce 'time to first token' for long-context LLM inference. Micron | Semis/Memory | 52% | ||
| 0.58 | 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% | ||
| 0.58 | gdelt 2026-04-30 | 242_023 World will have 10x more wealth around 2034-2036 Dave Blundin | Macro/Economy | 34% | ||
| 0.58 | 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% | ||
| 0.58 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.58 | 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% | ||
| 0.58 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.58 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.58 | 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% | ||
| 0.58 | gdelt 2026-04-30 | CMQ_056 Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency. Dario Amodei | AI/Compute | 19% | ||
| 0.58 | gdelt 2026-04-30 | 242_023 World will have 10x more wealth around 2034-2036 Dave Blundin | Macro/Economy | 34% | ||
| 0.58 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.58 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.58 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.58 | 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% | ||
| 0.58 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.58 | 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% | ||
| 0.58 | gdelt 2026-04-30 | TK10 $100T Sovereign Debt Crisis | — | 12% | ||
| 0.58 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.58 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.58 | gdelt 2026-04-30 | TK07 Labor Political Backlash (UBI Mandate / AI Tax) | — | 18% | ||
| 0.58 | 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% | ||
| 0.58 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.58 | gdelt 2026-04-30 | 235_001 Anthropic will be first company to hit $1 trillion in revenue by 2029-2030. Dave Blundin | AI | 46% | ||
| 0.58 | gdelt 2026-04-30 | TK10 $100T Sovereign Debt Crisis | — | 12% | ||
| 0.58 | gdelt 2026-04-30 | 242_037 China will land on the moon before end of 2030 China (government) | Space | 46% | ||
| 0.58 | gdelt 2026-04-30 | 246_023 Grok 5 release ~20% probability for Q2 2026 per PolyMarket. PolyMarket | AI | 43% | ||
| 0.58 | gdelt 2026-04-30 | 248_044 Alex: likely user ~1 million of a BCI implant (not 101) once upgradeable. Alex Wissner-Gross | Biotech/Longevity | 39% | ||
| 0.58 | gdelt 2026-04-30 | TK14 Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates) | — | 20% | ||
| 0.58 | gdelt 2026-04-30 | 242_023 World will have 10x more wealth around 2034-2036 Dave Blundin | Macro/Economy | 34% | ||
| 0.58 | 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% | ||
| 0.58 | 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% | ||
| 0.58 | gdelt 2026-04-30 | S_ROBOTAXI_MASS_2030 Robotaxi >10% urban miles by Nov 2030 | robotaxi_deployment | 30% | ||
| 0.58 | gdelt 2026-04-30 | 248_010 AI capabilities will advance 100x in 2026 (by summer, potentially more). Dave Blundin | AI | 31% | ||
| 0.58 | gdelt 2026-04-30 | 235_042 OpenAI IPO shares could deliver a 50% pop in 6 months after IPO. Peter Diamandis | Markets/Stocks | 45% | ||
| 0.58 | gdelt 2026-04-30 | 236_010 5% wealth tax would result in zero billionaires by next day Andrew Yang | Macro/Economy | 50% | ||
| 0.58 | 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% | ||
| 0.58 | 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% | ||
| 0.58 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.58 | 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% | ||
| 0.58 | gdelt 2026-04-30 | 248_010 AI capabilities will advance 100x in 2026 (by summer, potentially more). Dave Blundin | AI | 31% |