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 160 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
2026-06-08
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
2026-06-07
S_AI_PAUSE_2027
AI pause beginning 2027
ai_regulatory_pause10%
0.56manifold
2026-06-09
CMQ_012
AGI by 2027; superintelligence by 2030 — full automation of AI researchers in 2027 triggers post-AGI intelligence explosion.
Leopold Aschenbrenner
AI41%
0.56manifold
2026-06-09
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%
0.56manifold
2026-06-11
240_045
White House to disclose something about aliens/UAPs in the next few months (rumors of June/July/summer)
Alex Wissner-Gross
Geopolitics39%
0.56manifold
2026-06-11
247_006
Anthropic ARR will reach $100 billion by end of 2026
Peter Diamandis
AI50%
0.56manifold
2026-06-12
240_045
White House to disclose something about aliens/UAPs in the next few months (rumors of June/July/summer)
Alex Wissner-Gross
Geopolitics39%
0.56manifold
2026-06-13
238_040
Google may announce a locally hosted Gemma-type model at WWDC in June 2026 for Apple OS
Alex Wissner-Gross
AI34%
0.56manifold
2026-06-15
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%
0.56manifold
2026-06-16
234_035
Massive social unrest will come before the next US presidential election
Dave Blundin
Geopolitics50%
0.56manifold
2026-06-16
244_033
Uber will take big bets on adjacent fields, some will fail
Dara Khosrowshahi
Markets/Stocks51%
0.56manifold
2026-06-17
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%
0.56
Win by betting "yes"(market prob: 99%)
manifold
2026-06-16
241_045
Sam Altman / OpenAI and competitors will need enormous amounts of money to win
Eric Schmidt
AI50%
0.56manifold
2026-06-14
238_072
Small-to-large model scaling time has collapsed from 6-12 months to 6 days
Emad Mostaque
AI74%
0.56manifold
2026-06-19
AUT_022
2026 is the definitive 'inflection year' for Autonomous Vehicles — forecasting 33 distinct consumer AV launches and expansion of AV services into 9 new major US cities; China will aggressively lead global adoption, accounting for half the global smart-...
Morgan Stanley
Auto/Transport47%
0.56manifold
2026-06-20
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
2026-06-21
237_026
The cadence of AI breakthroughs and Moonshot episodes will keep picking up as we are in the singularity.
Peter Diamandis
AI31%
0.56manifold
2026-06-22
234_018
GPT-5.3 and 5.5 or higher variants could launch in next 10 weeks
Alex Wissner-Gross
AI38%
0.56manifold
2026-06-22
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
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.56manifold
2026-06-22
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
2026-06-19
246_022
Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%).
PolyMarket
AI45%
0.56manifold
2026-04-29
240_051
After first state passes retraining law, all other states will race to fire people first
Alex Wissner-Gross
Labor/Jobs42%
0.56manifold
2026-04-28
SEM_038
Digital superintelligence (smarter than any human at anything) will arrive as early as 2025 or 2026.
Elon Musk
AI/AGI19%
0.56manifold
2026-04-28
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.56manifold
2026-04-28
241_036
No frontier AI company will emerge in Russia due to war
Eric Schmidt
AI51%
0.56manifold
2026-04-27
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.56manifold
2026-04-26
230_003
AI model release cycles will move toward daily, then hourly, then minutely releases.
Alex Wissner-Gross
AI42%
0.56manifold
2026-04-26
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.56manifold
2026-04-24
235_002
Anthropic will exceed OpenAI in revenue this year (2026).
Dave Blundin
AI75%
0.56manifold
2026-04-24
247_045
1X Neo humanoid robot will be delivered this summer 2026
Peter Diamandis
Robotics32%
0.56manifold
2026-05-01
247_001
xAI will IPO at $2 trillion valuation this coming summer
Peter Diamandis
AI42%
0.56manifold
2026-05-01
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.56manifold
2026-05-02
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.56manifold
2026-05-03
230_041
Course corrections in organizations will accelerate from decades to years to months to weeks to minutes over the next couple of years.
Dave Blundin
AI46%
0.56manifold
2026-05-04
235_002
Anthropic will exceed OpenAI in revenue this year (2026).
Dave Blundin
AI75%
0.56manifold
2026-05-04
TK10
$100T Sovereign Debt Crisis
12%
0.56manifold
2026-05-04
247_006
Anthropic ARR will reach $100 billion by end of 2026
Peter Diamandis
AI50%
0.56manifold
2026-05-04
247_018
First version of social contract will be politicians writing checks in next election
Dave Blundin
Macro/Economy46%
0.56manifold
2026-05-03
241_042
Post-tragedy, global leaders (US, China) will convene on AI governance
Eric Schmidt
Geopolitics44%
0.56manifold
2026-05-07
235_006
By end of 2026 AI will enable creating any virus or nuclear weapon via AI agent.
Dave Blundin
AI50%
0.56manifold
2026-05-07
FUT_009
Wars 2026-2031 pivot decisively from ideological struggles to brutal localized conflicts over critical physical inputs — specifically energy, copper, and agricultural fertilizers. Global geopolitical map fractures into highly regionalized spheres of in...
Peter Zeihan
Geopolitics42%
0.56
Free Lottery (GRB 170817A)(market prob: 17%)
manifold
2026-05-07
243_005
There will be many many winners in the autonomous space
Dara Khosrowshahi
Auto/Transport47%
0.56manifold
2026-05-08
247_011
OpenAI user count will soon reach 1 billion
Alex Wissner-Gross
AI41%
0.56manifold
2026-05-09
231_052
Gap between AI-paced world and legacy world will grow really wide - maybe forever.
Dave Blundin
Macro/Economy50%
0.56manifold
2026-05-10
246_021
GPT-5.5 Spud will be released imminently (within days).
Alex Wissner-Gross
AI38%
0.56manifold
2026-05-10
247_038
Bitcoin upgrade will come before quantum threat does (Saylor)
Michael Saylor
Crypto48%
0.56manifold
2026-05-11
TK10
$100T Sovereign Debt Crisis
12%
0.56manifold
2026-05-10
242_020
Cybercab to be priced at approximately $30K
Elon Musk
Auto/Transport31%