Validations Queue

83,930 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 157 of 179, 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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SimDocSourcePredDomainPrior
0.56manifold
2026-06-21
SPC_028
Ismail and Blundin forecast widespread corporate collapses in 2025-2026 for traditional institutions failing to integrate agentic models — massive job displacement of over 1.1 million knowledge workers as AI automates their roles.
Salim Ismail
Labor/Jobs37%
0.56manifold
2026-06-22
233_005
Interactive AI tutors with engaging personalities/avatars will arrive within about a year.
Dave Blundin
AI51%
0.56manifold
2026-06-22
234_037
Civilizational left turns will hit us in the next 1-2 years
Alex Wissner-Gross
Geopolitics42%
0.56manifold
2026-06-22
238_048
US must find 100 GW of new power or lose AI race to China (cited from Eric Schmidt)
Eric Schmidt
Geopolitics45%
0.56manifold
2026-06-23
234_037
Civilizational left turns will hit us in the next 1-2 years
Alex Wissner-Gross
Geopolitics42%
0.56manifold
2026-04-26
236_019
Human plumbers are safe for at least 10 years and probably significantly longer
Andrew Yang
Robotics44%
0.56manifold
2026-04-26
242_005
Starship launch cadence will reach one every 5.3 minutes (274/day)
Peter Diamandis
Space49%
0.56manifold
2026-04-26
243_045
Joby Abu Dhabi partnership will save hours of travel time
Dara Khosrowshahi
Auto/Transport45%
0.56
Will pine sell out to CS?(market prob: 77%)
manifold
2026-04-25
238_036
Manus (bought by Meta for $2B) will become Meta's agent layer inside WhatsApp, operating on behalf of advertisers
Emad Mostaque
Media/Ads35%
0.56manifold
2026-04-25
INF_032
Residential electricity costs are a structural byproduct of DC buildout: Washington state household electricity costs rose 10.3% from 2024 to 2025 directly tied to infrastructure strain, with utility-proposed rate increases projecting residential price...
Seattle Met / Washington State regulators
Macro/Economy54%
0.56manifold
2026-04-24
246_023
Grok 5 release ~20% probability for Q2 2026 per PolyMarket.
PolyMarket
AI43%
0.56manifold
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
AI39%
0.56manifold
2026-04-30
238_024
AI token speed will jump from ~50 tokens/sec to ~1,000 tokens/sec (Cerebras)
Emad Mostaque
AI37%
0.56manifold
2026-05-01
246_033
Insecurity of human-authored code will be recognized before insecurity of human drivers is legally.
Alex Wissner-Gross
AI34%
0.56manifold
2026-05-01
247_042
Professional Robotics League first US match on April 19, 2026 in Boston
Alex Wissner-Gross
Robotics65%
0.56manifold
2026-05-01
231_018
Blitz will switch to next generation model in late March 2026.
Dave Blundin
AI30%
0.56manifold
2026-04-27
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
AI100%
0.56manifold
2026-05-03
243_045
Joby Abu Dhabi partnership will save hours of travel time
Dara Khosrowshahi
Auto/Transport45%
0.56manifold
2026-05-05
243_005
There will be many many winners in the autonomous space
Dara Khosrowshahi
Auto/Transport47%
0.56manifold
2026-05-07
241_042
Post-tragedy, global leaders (US, China) will convene on AI governance
Eric Schmidt
Geopolitics44%
0.56manifold
2026-05-06
240_046
Public interest in any alien disclosure will fade within one or two days
Alex Wissner-Gross
Media/Ads43%
0.56manifold
2026-05-08
SEM_041
At least 100,000 personal AI robots will be preordered in 2025 (driven by speech/vision/dexterity advances).
Brett Adcock
Robotics42%
0.56
test-a(market prob: 42%)
manifold
2026-05-08
239_003
We are currently in AI hard takeoff
Elon Musk
AI47%
0.56manifold
2026-05-09
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.56manifold
2026-05-07
248_006
The Luna AI-managed store will be one of the best-managed stores in the world within a year.
Dave Blundin
AI46%
0.56manifold
2026-05-12
236_047
New emotional pandemic of fear and anger coming
Peter Diamandis
Macro/Economy55%
0.56manifold
2026-05-12
IND_017
Arrival of the 'AI CEO Billionaire' in 2026 — AI will automate knowledge work so effectively that a synthetic entity could run a billion-dollar enterprise autonomously. Dawn of 'Agentic Era' begins 2027, where autonomous AI agents seamlessly integrate ...
Peter Diamandis
Macro/Economy11%
0.56manifold
2026-05-13
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.56manifold
2026-05-13
FUT_017
Intersection of media, society, and commerce 2026-2031 will require organizations to completely abandon rigid legacy planning in favor of hyper-adaptable near-future preparations — traditional 10-year strategic plans obsolete as multi-domain convergenc...
Gerd Leonhard
Media/Ads50%
0.56manifold
2026-05-15
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.56manifold
2026-05-15
241_063
America needs to win AI race with smart immigration policy
Eric Schmidt
Geopolitics51%
0.56manifold
2026-05-16
248_038
We will see humanoid robot threats alongside the current Sam Altman backlash.
Salim Ismail
Robotics34%
0.56manifold
2026-05-16
232_014
Recursive self-improvement is already here, not 12 months away.
Alex Wissner-Gross
AI70%
0.56manifold
2026-05-16
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.56manifold
2026-05-18
243_042
Within-hour delivery of anything to home is focus going forward
Dara Khosrowshahi
Consumer51%
0.56manifold
2026-05-18
236_011
Independent/third party presidential run possible in 2028 election
Andrew Yang
Geopolitics46%
0.56manifold
2026-05-18
INF_047
2026 US GDP growth will land in a robust 4.6%–6.2% range — driven primarily by AI-driven productivity gains and massive physical-infrastructure capex.
Chamath Palihapitiya
Macro/Economy31%
0.56manifold
2026-05-29
246_025
Sam Altman predicts world-shaking cyber attack this year (2026).
Sam Altman
AI47%
0.56manifold
2026-05-28
S_MARS_2031PLUS
Mars uncrewed: 2031+ transfer window or further delay
mars_uncrewed_landing25%
0.56manifold
2026-05-26
229_001
Figure will put robots on its own manufacturing lines (BotQ) this year to build robots.
Brett Adcock
Robotics42%
0.56manifold
2026-05-25
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/Jobs46%
0.56manifold
2026-05-25
240_010
NVIDIA revenue will hit $350 billion this calendar year
Dave Blundin
Markets/Stocks50%
0.56manifold
2026-05-25
243_042
Within-hour delivery of anything to home is focus going forward
Dara Khosrowshahi
Consumer51%
0.56manifold
2026-05-24
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.56manifold
2026-05-31
231_015
Next Deep Seek model release will be when Chinese open-weight models catch up to American frontier models.
Alex Wissner-Gross
AI34%
0.56manifold
2026-06-01
243_042
Within-hour delivery of anything to home is focus going forward
Dara Khosrowshahi
Consumer51%
0.56
Free Lottery (Blazar)(market prob: 78%)
manifold
2026-06-01
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/Hardware71%
0.56manifold
2026-06-02
232_019
AI cannot be stopped; there's no mechanism to pause it.
Ben Horowitz
AI51%
0.56manifold
2026-06-01
235_030
Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.
Ray Kurzweil
Biotech/Longevity39%
0.56manifold
2026-06-03
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%