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 12 of 13, 100 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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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 | |
|---|---|---|---|---|---|---|
| 0.56 | 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 | 55% | ||
| 0.56 | 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 | 55% | ||
| 0.56 | gdelt 2026-04-30 | 243_025 Middle East (UAE, KSA) will be most forward-leaning on autonomous vehicle deployment Dara Khosrowshahi | Auto/Transport | 44% | ||
| 0.56 | gdelt 2026-04-30 | 238_064 AI will replace many entrenched jobs; non-shareholders (e.g., drivers) will face deep trouble Dave Blundin | Labor/Jobs | 51% | ||
| 0.56 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.56 | gdelt 2026-04-30 | CMQ_015 Algorithmic efficiencies will deliver ~0.5 OOMs per year of additional effective compute through 2027 — pure multiplier on raw FLOPs. Leopold Aschenbrenner | AI | 50% | ||
| 0.56 | 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% | ||
| 0.56 | gdelt 2026-04-30 | FUT_024 XPT 2022 tournament assigned mere 2.3% probability to AI achieving gold-medal performance in International Mathematical Olympiad by 2025 — actual achievement empirically reached forcing systemic re-evaluation within forecasting community. Historical tr... Superforecaster Community | AI | 100% | ||
| 0.56 | gdelt 2026-04-30 | CMQ_015 Algorithmic efficiencies will deliver ~0.5 OOMs per year of additional effective compute through 2027 — pure multiplier on raw FLOPs. Leopold Aschenbrenner | AI | 50% | ||
| 0.56 | 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% | ||
| 0.56 | gdelt 2026-04-30 | SEM_039 Block unveiled proprietary Bitcoin mining ASIC at 709 Terahashes/second (TH/s) — leading indicator for eventual AI inference ASIC trajectory. Jack Dorsey | Semis/ASICs | 83% | ||
| 0.56 | gdelt 2026-04-30 | 235_015 GPT5-caliber model could shrink to 30-40B parameters, potentially as low as 1-2B or millions. Alex Wissner-Gross | AI | 35% | ||
| 0.56 | gdelt 2026-04-30 | TK10 $100T Sovereign Debt Crisis | — | 12% | ||
| 0.56 | 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% | ||
| 0.56 | gdelt 2026-04-30 | 247_057 Parameter scaling race is over; frontier labs plateauing at 10T parameters Alex Wissner-Gross | AI | 41% | ||
| 0.56 | 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% | ||
| 0.56 | gdelt 2026-04-30 | 233_008 Public school adoption of Alpha model will take place in the second decade, not the first. Joe Liemandt | Education | 32% | ||
| 0.56 | 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% | ||
| 0.56 | gdelt 2026-04-30 | 237_002 We will see a lot of evolution and many OpenClaw variants emerging very quickly as an early domain being developed. Peter Diamandis | AI | 55% | ||
| 0.56 | gdelt 2026-04-30 | 237_002 We will see a lot of evolution and many OpenClaw variants emerging very quickly as an early domain being developed. Peter Diamandis | AI | 55% | ||
| 0.56 | gdelt 2026-04-30 | CMQ_015 Algorithmic efficiencies will deliver ~0.5 OOMs per year of additional effective compute through 2027 — pure multiplier on raw FLOPs. Leopold Aschenbrenner | AI | 50% | ||
| 0.56 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.56 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.56 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.56 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.56 | gdelt 2026-04-30 | TK10 $100T Sovereign Debt Crisis | — | 12% | ||
| 0.56 | gdelt 2026-04-30 | 247_018 First version of social contract will be politicians writing checks in next election Dave Blundin | Macro/Economy | 46% | ||
| 0.56 | gdelt 2026-04-30 | 242_036 Mid-cap/small-cap firms with high-labor ops will triple FCF while multiple compresses Dave Blundin | Markets/Stocks | 42% | ||
| 0.56 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.56 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.56 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.56 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.56 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.56 | 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% | ||
| 0.56 | gdelt 2026-04-30 | 241_057 Elon Musk believes robot building robot is imminent Elon Musk | Robotics | 45% | ||
| 0.56 | 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% | ||
| 0.56 | 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% | ||
| 0.56 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.56 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.56 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.56 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.56 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.56 | 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% | ||
| 0.56 | gdelt 2026-04-30 | 237_018 We are seeing a Cambrian explosion of OpenClaw variants (PicoClaw, IronClaw, NanoClaw, Nanobot, etc.) with many more to come. Alex Wissner-Gross | AI | 40% | ||
| 0.56 | gdelt 2026-04-30 | 237_018 We are seeing a Cambrian explosion of OpenClaw variants (PicoClaw, IronClaw, NanoClaw, Nanobot, etc.) with many more to come. Alex Wissner-Gross | AI | 40% | ||
| 0.56 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.56 | gdelt 2026-04-30 | 234_012 Anthropic revenue will cross OpenAI revenue in middle of 2026 Peter Diamandis | Markets/Stocks | 67% | ||
| 0.56 | gdelt 2026-04-30 | 247_007 Anthropic ARR will reach $1 trillion by end of 2027 Peter Diamandis | AI | 50% | ||
| 0.56 | gdelt 2026-04-30 | IND_021 February 2026 realized forecast: AI automation capabilities necessitated severe operational restructuring, leading to termination of nearly half of Block staff (~4,000 jobs); serves as leading macroeconomic indicator proving labor displacement predicte... Jack Dorsey | Labor/Jobs | 74% | ||
| 0.56 | 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% | ||
| 0.56 | gdelt 2026-04-30 | CMQ_015 Algorithmic efficiencies will deliver ~0.5 OOMs per year of additional effective compute through 2027 — pure multiplier on raw FLOPs. Leopold Aschenbrenner | AI | 50% | ||
| 0.56 | 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% | ||
| 0.56 | gdelt 2026-04-30 | 247_018 First version of social contract will be politicians writing checks in next election Dave Blundin | Macro/Economy | 46% | ||
| 0.56 | 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% | ||
| 0.56 | gdelt 2026-04-30 | 243_007 Autonomous mobility will become another trillion-dollar marketplace Dara Khosrowshahi | Auto/Transport | 44% | ||
| 0.56 | gdelt 2026-04-30 | TK02 AI Compute Supply Shock (TSMC/Taiwan Disruption) | — | 12% | ||
| 0.56 | gdelt 2026-04-30 | FUT_024 XPT 2022 tournament assigned mere 2.3% probability to AI achieving gold-medal performance in International Mathematical Olympiad by 2025 — actual achievement empirically reached forcing systemic re-evaluation within forecasting community. Historical tr... Superforecaster Community | AI | 100% | ||
| 0.56 | gdelt 2026-04-30 | 237_016 A specific-sliver OpenClaw-powered vertical SaaS could become a $5 million company overnight for ~$200 subscription cost. Alex Finn | Markets/Stocks | 43% | ||
| 0.56 | 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 | 55% | ||
| 0.56 | gdelt 2026-04-30 | 248_032 First-generation neural uploads will be destructive; 2nd-4th generation will be non-destructive. Alex Wissner-Gross | Biotech/Longevity | 42% | ||
| 0.56 | gdelt 2026-04-30 | AI_020 NVIDIA will launch a 'space computing' push via the specialized Vera Rubin Space Module — bringing AI infrastructure, geospatial intelligence, and autonomous operations into low Earth orbit, then to autonomous lunar manufacturing bases. NVIDIA | Space | 36% | ||
| 0.56 | gdelt 2026-04-30 | 231_031 OpenAI planning $100B infrastructure spend, going public this year at $1T valuation. Peter Diamandis | Markets/Stocks | 58% | ||
| 0.56 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.56 | gdelt 2026-04-30 | TK10 $100T Sovereign Debt Crisis | — | 12% | ||
| 0.56 | gdelt 2026-04-30 | 247_018 First version of social contract will be politicians writing checks in next election Dave Blundin | Macro/Economy | 46% | ||
| 0.56 | gdelt 2026-04-30 | 247_018 First version of social contract will be politicians writing checks in next election Dave Blundin | Macro/Economy | 46% | ||
| 0.56 | 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% | ||
| 0.56 | gdelt 2026-04-30 | 247_018 First version of social contract will be politicians writing checks in next election Dave Blundin | Macro/Economy | 46% | ||
| 0.56 | gdelt 2026-04-30 | 247_018 First version of social contract will be politicians writing checks in next election Dave Blundin | Macro/Economy | 46% | ||
| 0.56 | 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% | ||
| 0.56 | 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% | ||
| 0.56 | gdelt 2026-04-30 | 233_008 Public school adoption of Alpha model will take place in the second decade, not the first. Joe Liemandt | Education | 32% | ||
| 0.56 | 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 | 55% | ||
| 0.56 | 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% | ||
| 0.56 | gdelt 2026-04-30 | S_MARS_2031PLUS Mars uncrewed: 2031+ transfer window or further delay | mars_uncrewed_landing | 25% | ||
| 0.56 | gdelt 2026-04-30 | 248_005 V3 Starlink satellites will deliver over 1 TB/s downlink and 200+ Gbps uplink each. Video Narration (SpaceX) | Space | 79% | ||
| 0.56 | gdelt 2026-04-30 | SEM_040 Bitcoin treasury/business strategy allows companies to outpace rival enterprise software firms by 10x to 30x in performance. Michael Saylor | Finance/Crypto | 48% | ||
| 0.56 | gdelt 2026-04-30 | 238_012 OpenAI aspires to have 100 AI scientists winning 100 Nobel Prizes Kevin Weil | AI | 38% | ||
| 0.56 | gdelt 2026-04-30 | 233_008 Public school adoption of Alpha model will take place in the second decade, not the first. Joe Liemandt | Education | 32% | ||
| 0.56 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.56 | gdelt 2026-04-30 | 233_008 Public school adoption of Alpha model will take place in the second decade, not the first. Joe Liemandt | Education | 32% | ||
| 0.56 | 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% | ||
| 0.56 | gdelt 2026-04-30 | TK10 $100T Sovereign Debt Crisis | — | 12% | ||
| 0.55 | gdelt 2026-04-30 | 246_002 SpaceX 2026 revenue will double to $20 billion (from $16B in 2025). Peter Diamandis | Markets/Stocks | 46% | ||
| 0.55 | gdelt 2026-04-30 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.55 | gdelt 2026-04-30 | TK10 $100T Sovereign Debt Crisis | — | 12% | ||
| 0.55 | gdelt 2026-04-30 | 233_008 Public school adoption of Alpha model will take place in the second decade, not the first. Joe Liemandt | Education | 32% | ||
| 0.55 | gdelt 2026-04-30 | 234_012 Anthropic revenue will cross OpenAI revenue in middle of 2026 Peter Diamandis | Markets/Stocks | 67% | ||
| 0.55 | 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% | ||
| 0.55 | 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% | ||
| 0.55 | 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% | ||
| 0.55 | gdelt 2026-04-30 | 247_018 First version of social contract will be politicians writing checks in next election Dave Blundin | Macro/Economy | 46% | ||
| 0.55 | gdelt 2026-04-30 | 233_008 Public school adoption of Alpha model will take place in the second decade, not the first. Joe Liemandt | Education | 32% | ||
| 0.55 | gdelt 2026-04-30 | 246_025 Sam Altman predicts world-shaking cyber attack this year (2026). Sam Altman | AI | 47% | ||
| 0.55 | gdelt 2026-04-30 | 248_001 Apple will soon pit Amazon (Global Star) against SpaceX Starlink as dual satellite vendors. Alex Wissner-Gross | Space | 42% | ||
| 0.55 | 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% | ||
| 0.55 | 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% | ||
| 0.55 | gdelt 2026-04-30 | AI_009 Silicon Valley boardroom compute-cluster conversations have escalated rapidly from $10 billion clusters → $100 billion clusters → trillion-dollar mega-facilities by late 2020s — each order-of-magnitude jump completed roughly every 2 years. Leopold Aschenbrenner | AI | 49% | ||
| 0.55 | 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% | ||
| 0.55 | 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% |