Validations Queue

80,311 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 145 of 176, 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
0.57manifold
2026-06-09
238_061
Massive social unrest / trough in 2026-2027, rebound in 2028
Dave Blundin
Macro/Economy50%
0.57manifold
2026-06-10
238_005
By September 2026 there will be 1000+ ultra-high-inspirational-quality videos of the future generated nearly free
Alex Wissner-Gross
AI39%
0.57manifold
2026-06-10
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.57manifold
2026-06-09
248_041
Maine data center moratorium gives other states / Elon time to move compute to orbit.
Peter Diamandis
Space45%
0.57manifold
2026-06-11
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%
0.57manifold
2026-06-13
INF_021
AI data centers are the 'steel mills of the 21st century' — humanity will miss near-term climate-change mitigation goals, with the bet that a sufficiently capable AI later solves the climate crisis retroactively.
Eric Schmidt
Energy47%
0.57manifold
2026-06-14
231_015
Next Deep Seek model release will be when Chinese open-weight models catch up to American frontier models.
Alex Wissner-Gross
AI34%
0.57manifold
2026-06-17
248_001
Apple will soon pit Amazon (Global Star) against SpaceX Starlink as dual satellite vendors.
Alex Wissner-Gross
Space42%
0.57manifold
2026-06-17
242_038
Humans will land on the moon again in 2-3 years via Starship
Alex Wissner-Gross
Space35%
0.57manifold
2026-06-18
243_029
Drone delivery will enable food delivery in 10-15 minutes in suburban markets
Dara Khosrowshahi
Consumer48%
0.57manifold
2026-06-21
SEM_032
15% probability that AI will solve a Clay Mathematics Institute Millennium Prize problem (likely Navier-Stokes) by end of 2026.
Alex Wissner-Gross
AI/Mathematics15%
0.57manifold
2026-06-22
S_IPO_TRILLION_2027
First $1T+ IPO in 2027
ipo_trillion_plus40%
0.57manifold
2026-06-22
241_034
One or two frontier AI companies in Europe
Eric Schmidt
AI46%
0.57manifold
2026-04-29
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-04-29
238_061
Massive social unrest / trough in 2026-2027, rebound in 2028
Dave Blundin
Macro/Economy50%
0.57manifold
2026-04-28
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%
0.57manifold
2026-04-27
238_006
Coders will go away in the next five years (original prediction made ~3 years ago; confirmed happening in 3 years)
Emad Mostaque
Labor/Jobs40%
0.57manifold
2026-04-25
244_032
Uber will cash flow $10B this year (2026)
Dara Khosrowshahi
Markets/Stocks55%
0.57manifold
2026-04-24
238_047
US will add 86 GW of new grid capacity in 2026, 51% from solar
Emad Mostaque
Energy45%
0.57manifold
2026-04-23
236_011
Independent/third party presidential run possible in 2028 election
Andrew Yang
Geopolitics46%
0.57
VALVE?!(market prob: 4%)
manifold
2026-04-23
234_010
Whole battlefield will be controlled by whoever has the better AI very soon
Dave Blundin
Defense50%
0.57manifold
2026-04-27
234_036
Job displacement will be issue 6-10 not top 5 in 10 years; AI discoveries will dominate
Alex Wissner-Gross
Labor/Jobs29%
0.57manifold
2026-05-01
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.57manifold
2026-05-02
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.57manifold
2026-05-02
243_031
Uber will have significantly more drivers in 2030 than today, including in US
Dara Khosrowshahi
Labor/Jobs46%
0.57manifold
2026-05-02
IND_025
Global economy enters 'Agentic Era' in 2027 — AI comprehensively automates knowledge work by 2026, forcing structural redesign of the modern corporation. Future labor force consists of highly agile 'ExOs' (Exponential Organizations) leveraging open-sou...
Salim Ismail
Macro/Economy23%
0.57manifold
2026-05-04
S_AGI_MID_2029
AGI mid: Kurzweil 2029 path
agi_general_capability35%
0.57manifold
2026-05-04
243_027
Joby end-to-end eVTOL service in Abu Dhabi launching end of 2026
Dara Khosrowshahi
Auto/Transport43%
0.57manifold
2026-05-04
242_006
Terafab will reach 70% of TSMC's output
Peter Diamandis
AI45%
0.57manifold
2026-05-04
COD_SPC_003
SpaceX completes large-scale Starship vehicle-to-vehicle cryogenic propellant transfer by end 2026
Codex Research Pack
Space30%
0.57manifold
2026-05-04
AUT_018
Level 1 customer support sector functionally extinct and replaced by autonomous voice/text agents within 2-3 years, slashing operational costs by up to 50%; 2026 industry-defining blockbuster M&A deal exceeding $500 billion in AI sector; substantive ea...
Jason Calacanis
Labor/Jobs29%
0.57manifold
2026-05-03
232_013
Recursive self-improvement loops likely to go live in the next 12 months; 2026 will be the most consequential year for humanity.
Jimmy Ba
AI47%
0.57manifold
2026-05-05
248_014
If China leapfrogs the West algorithmically, the open/closed publication equilibrium will flip.
Alex Wissner-Gross
AI32%
0.57manifold
2026-05-04
240_003
NVIDIA will lock up 70%+ of TSMC's 3nm node volume
Dave Blundin
AI50%
0.57manifold
2026-05-04
COD_TECH_001
A16/N2-class TSMC process availability materially supports 2027 AI accelerator ramps
Codex Research Pack
Semis50%
0.57manifold
2026-05-07
242_035
S&P will see massive reshuffling with huge winners; no company can project FCF beyond 5 years
Dave Blundin
Markets/Stocks50%
0.57manifold
2026-05-07
S_AGI_SLOW_2031
AGI slow: Schmidt/Hassabis 5-10 year path
agi_general_capability25%
0.57manifold
2026-05-09
242_004
Musk ecosystem will lap Nvidia by 1-2 orders of magnitude
Peter Diamandis
Markets/Stocks41%
0.57manifold
2026-05-09
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis83%
0.57manifold
2026-05-09
244_026
Uber platform will grow from 10M to 20M people by 2035
Dara Khosrowshahi
Labor/Jobs46%
0.57manifold
2026-05-08
233_003
Any student is capable of reaching 99th percentile in reading, writing, math, and science with mastery-based tutoring.
MacKenzie Price
Education39%
0.57manifold
2026-05-10
COD_AI_004
Frontier agents reach one-workday autonomous task horizon by end 2027
Codex Research Pack
AI36%
0.57manifold
2026-05-11
TK10
$100T Sovereign Debt Crisis
12%
0.57manifold
2026-05-11
234_020
AI spending will grow from $2B/day to $3-5B/day by 2030
Peter Diamandis
AI50%
0.57manifold
2026-05-10
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.57manifold
2026-05-12
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.57manifold
2026-05-12
S_AI_PAUSE_2027
AI pause beginning 2027
ai_regulatory_pause10%
0.57manifold
2026-05-12
241_036
No frontier AI company will emerge in Russia due to war
Eric Schmidt
AI51%
0.57manifold
2026-05-15
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%
0.57manifold
2026-05-16
TK02
AI Compute Supply Shock (TSMC/Taiwan Disruption)
12%