Validations Queue
64,690 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 22 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 | 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 | 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% | ||
| 0.57 | 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 | 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% | ||
| 0.57 | 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 | TK04 Macro Recession 2026-27 (Structural Deleveraging) | — | 25% | ||
| 0.57 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.57 | gdelt 2026-04-30 | INF_011 Mega-cap hyperscalers will commit over $1 trillion of capital expenditures in the 2025-2026 period alone, with roughly half financed via debt — intertwining AI buildout risk with global credit markets. Morgan Stanley | Macro/Economy | 92% | ||
| 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 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.57 | gdelt 2026-04-30 | 246_055 We WILL figure out AI safety/regulation but only after something really bad happens. Dave Blundin | AI | 45% | ||
| 0.57 | gdelt 2026-04-30 | 239_004 xAI/Grok will catch up and exceed competitors on coding by mid-2026 Elon Musk | AI | 40% | ||
| 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 | 230_016 Data center regulation in NY/elsewhere will accelerate moving compute to orbit (Dyson swarm). Alex Wissner-Gross | Space | 55% | ||
| 0.57 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 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 | 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% | ||
| 0.57 | gdelt 2026-04-30 | SEM_028 Main characters for semi institutional portfolios: Nvidia, Broadcom, and high-growth connectivity firms like Astera Labs. Joseph Moore | Capital Markets | 61% | ||
| 0.57 | 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% | ||
| 0.57 | gdelt 2026-04-30 | SEM_047 At 200,000-GPU scale, orchestration becomes a literal 'battle against entropy' — single cosmic-ray-flipped transistor can derail 100k-GPU training run. Jimmy Ba | AI/Hardware | 71% | ||
| 0.57 | 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% | ||
| 0.57 | 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 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.57 | gdelt 2026-04-30 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.57 | 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% | ||
| 0.57 | gdelt 2026-04-30 | TK10 $100T Sovereign Debt Crisis | — | 12% | ||
| 0.57 | gdelt 2026-04-30 | 238_012 OpenAI aspires to have 100 AI scientists winning 100 Nobel Prizes Kevin Weil | AI | 38% | ||
| 0.57 | 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% | ||
| 0.57 | 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 | 246_001 SpaceX will IPO at $2 trillion valuation, raising $75 billion as largest IPO in history. Peter Diamandis | Markets/Stocks | 79% | ||
| 0.57 | 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% | ||
| 0.57 | 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% | ||
| 0.57 | 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% | ||
| 0.57 | 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% | ||
| 0.57 | gdelt 2026-04-30 | TK10 $100T Sovereign Debt Crisis | — | 12% | ||
| 0.57 | gdelt 2026-04-30 | 232_019 AI cannot be stopped; there's no mechanism to pause it. Ben Horowitz | AI | 51% | ||
| 0.57 | gdelt 2026-04-30 | TK10 $100T Sovereign Debt Crisis | — | 12% | ||
| 0.57 | 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% | ||
| 0.57 | 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% | ||
| 0.57 | 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% | ||
| 0.57 | 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% | ||
| 0.57 | 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% | ||
| 0.57 | 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 | TK11 Autonomous Regulatory Block (Level 4 Halt) | — | 10% | ||
| 0.56 | gdelt 2026-04-30 | 242_038 Humans will land on the moon again in 2-3 years via Starship Alex Wissner-Gross | Space | 35% |