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 169 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
2026-06-19
SEM_036
World-class AI programmers will appear within 1-2 years (by 2027-2028).
Eric Schmidt
AI/Cognition70%
0.56manifold
2026-06-20
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
2026-06-20
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
2026-06-22
243_005
There will be many many winners in the autonomous space
Dara Khosrowshahi
Auto/Transport47%
0.56manifold
2026-06-22
235_009
Anthropic legal recourse process against Dept of War will take three years.
Dave Blundin
Defense45%
0.56manifold
2026-06-22
244_033
Uber will take big bets on adjacent fields, some will fail
Dara Khosrowshahi
Markets/Stocks51%
0.56manifold
2026-06-23
FUT_015
Era of 'multipolarity without multilateralism' defining 2026-2031 per Eurasia Group + WEF Global Risks Report — power highly distributed among regional hegemons but international cooperation mechanisms (UN, WTO) functionally collapsed. Exacerbated by '...
Ian Bremmer
Geopolitics62%
0.56manifold
2026-06-23
244_033
Uber will take big bets on adjacent fields, some will fail
Dara Khosrowshahi
Markets/Stocks51%
0.56manifold
2026-06-22
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
2026-04-29
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
2026-04-28
246_017
Europa Clipper will arrive at Jupiter in 2030, conducting 50 passes near Europa.
Peter Diamandis
Space38%
0.56manifold
2026-04-27
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.56manifold
2026-04-27
247_023
AI will be able to do everything a white collar worker does imminently
Dave Blundin
AI41%
0.56manifold
2026-04-26
AUT_012
True AGI arrives 2030-2035 (5-10 years from 2026) based on advanced 'world model systems' — current LLM architecture insufficient for generalized autonomy due to lack of temporal consistency and deep reasoning; world models inherently understand/simula...
Demis Hassabis
AI38%
0.56manifold
2026-04-23
243_005
There will be many many winners in the autonomous space
Dara Khosrowshahi
Auto/Transport47%
0.56manifold
2026-04-30
235_007
AI regulation window is this calendar year 2026 before chaos breaks out.
Dave Blundin
Geopolitics45%
0.56manifold
2026-04-28
INF_019
A modern hyperscale AI data center can consume up to 5 million gallons of freshwater per day for evaporative cooling — roughly equivalent to municipal supply for a town of 50,000 people.
Elon Musk
Energy62%
0.56manifold
2026-05-02
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.56manifold
2026-05-02
S_HUMANOID_MASS_2033
Humanoid R4: 10M+ cumulative by Dec 2033
humanoid_deployment10%
0.56manifold
2026-05-02
240_035
Meta secured 6.6 GW of clean nuclear power for 2035
Meta
Energy46%
0.56manifold
2026-05-03
231_018
Blitz will switch to next generation model in late March 2026.
Dave Blundin
AI30%
0.56
Do you like 96% odds?(market prob: 96%)
manifold
2026-05-04
242_028
AI could automate 25% of US work hours
Goldman Sachs
Labor/Jobs39%
0.56manifold
2026-05-03
235_023
Eric Schmidt said AI will require 100 gigawatts by 2029, called it a crisis.
Eric Schmidt
Energy48%
0.56manifold
2026-05-03
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
2026-05-03
247_023
AI will be able to do everything a white collar worker does imminently
Dave Blundin
AI41%
0.56manifold
2026-05-05
S_AI_PAUSE_2027
AI pause beginning 2027
ai_regulatory_pause10%
0.56manifold
2026-05-07
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.56manifold
2026-05-08
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
2026-05-09
S_GRID_50GW_2027
50GW dedicated AI/data center grid by Dec 2027
energy_grid_expansion40%
0.56manifold
2026-05-08
INF_019
A modern hyperscale AI data center can consume up to 5 million gallons of freshwater per day for evaporative cooling — roughly equivalent to municipal supply for a town of 50,000 people.
Elon Musk
Energy62%
0.56manifold
2026-05-11
238_016
Figure CEO Brett Adcock will appear at Abundance Summit next year (2027) with a Figure robot for Peter
Peter Diamandis
Robotics45%
0.56manifold
2026-05-10
247_023
AI will be able to do everything a white collar worker does imminently
Dave Blundin
AI41%
0.56manifold
2026-05-12
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.56manifold
2026-05-12
FUT_016
Next 5 years (2026-2030) require individuals + organizations to adopt 'FLUX' superpowers — ability to transform constant uncertainty into strategic advantage. Traditional linear career paths dissolve entirely by 2030, replaced by fluid portfolio-based ...
April Rinne
Labor/Jobs39%
0.56manifold
2026-05-13
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
2026-05-13
CMQ_018
By 2027-2028, the strategic value of superintelligence + impossible trillion-dollar infrastructure cost will trigger government consolidation of AGI development — 'The Project'.
Leopold Aschenbrenner
Geopolitics35%
0.56
test-b(market prob: 45%)
manifold
2026-05-08
229_047
Figure's 3,000 B200 GPU cluster is coming online for Helix pre-training with much larger GPUs planned.
Brett Adcock
AI77%
0.56manifold
2026-05-14
236_047
New emotional pandemic of fear and anger coming
Peter Diamandis
Macro/Economy55%
0.56manifold
2026-05-14
SEM_035
World-class, AI-based mathematicians will emerge within a single year (by ~early 2027).
Eric Schmidt
AI/Cognition45%
0.56manifold
2026-05-15
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
2026-05-14
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.56manifold
2026-05-16
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.56manifold
2026-05-16
242_047
Frontier AI may solve most diseases in 5 years
Alex Wissner-Gross
Biotech/Longevity39%
0.56manifold
2026-05-17
229_023
First Figure robot in a customer's home expected 2027-2029 timeframe.
Brett Adcock
Robotics38%
0.56manifold
2026-05-16
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.56manifold
2026-05-16
S_AI_PAUSE_2027
AI pause beginning 2027
ai_regulatory_pause10%
0.56manifold
2026-05-18
INF_019
A modern hyperscale AI data center can consume up to 5 million gallons of freshwater per day for evaporative cooling — roughly equivalent to municipal supply for a town of 50,000 people.
Elon Musk
Energy62%
0.56manifold
2026-05-18
CMQ_004
AGI-like models matching or outperforming human experts across most professional domains could arrive as early as 2026-2027.
Dario Amodei
AI28%
0.56manifold
2026-05-18
231_025
Every frontier lab will launch 24/7 agent offerings (table stakes).
Alex Wissner-Gross
AI41%
0.56manifold
2026-05-18
238_048
US must find 100 GW of new power or lose AI race to China (cited from Eric Schmidt)
Eric Schmidt
Geopolitics45%