Validations Queue

78,110 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 70 of 84, 100 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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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
236_017
Rampant social unrest will occur during 2-year window if nothing is done quickly
Dave Blundin
Macro/Economy50%
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/Economy35%
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
2026-04-29
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%
0.57manifold
2026-05-16
241_042
Post-tragedy, global leaders (US, China) will convene on AI governance
Eric Schmidt
Geopolitics44%
0.57manifold
2026-05-17
SEM_002
By 2025-2026, AI model outputs will outpace the cognitive capabilities of college graduates (driven by hundreds of millions of GPUs).
Leopold Aschenbrenner
AI56%
0.57manifold
2026-05-17
241_036
No frontier AI company will emerge in Russia due to war
Eric Schmidt
AI51%
0.57manifold
2026-05-16
SPC_022
'2026 will be for AI in science what 2025 was for AI in software engineering' — a transition from AI as coding assistant to acting as scientific sparring partner: generating novel hypotheses, analyzing vast datasets, and dramatically accelerating R&D c...
Kevin Weil
AI41%
0.57manifold
2026-05-18
232_052
Lowered interest rates will drive AI agent and robot purchases instead of hiring.
Peter Diamandis
Macro/Economy46%
0.57manifold
2026-05-30
241_006
Everyone is out of hardware and electricity due to AI boom
Eric Schmidt
AI79%
0.57manifold
2026-05-28
240_045
White House to disclose something about aliens/UAPs in the next few months (rumors of June/July/summer)
Alex Wissner-Gross
Geopolitics39%
0.57manifold
2026-05-27
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%
0.57manifold
2026-05-26
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.57manifold
2026-05-25
TK10
$100T Sovereign Debt Crisis
12%
0.57manifold
2026-05-24
241_036
No frontier AI company will emerge in Russia due to war
Eric Schmidt
AI51%
0.57manifold
2026-06-01
S_AI_PAUSE_2026
Major-country AI pause beginning 2026
ai_regulatory_pause5%
0.57manifold
2026-06-01
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.57
Free Lottery (Blazar)(market prob: 78%)
manifold
2026-06-01
243_005
There will be many many winners in the autonomous space
Dara Khosrowshahi
Auto/Transport47%
0.57manifold
2026-06-02
S_AI_PAUSE_2027
AI pause beginning 2027
ai_regulatory_pause10%
0.57manifold
2026-05-30
247_047
Vertical farming market will reach $40 billion by 2030
Peter Diamandis
Energy50%
0.57manifold
2026-06-04
236_028
AI chatbot/AI romance trend growing unfortunately
Andrew Yang
Consumer51%
0.57manifold
2026-06-04
INF_045
Nuclear sector will draw approximately $1.5 trillion in cumulative capital investment through 2050, increasing nuclear's share of global energy supply from ~10% currently to ~17%.
Morgan Stanley
Energy51%
0.57manifold
2026-06-05
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-05
SPC_022
'2026 will be for AI in science what 2025 was for AI in software engineering' — a transition from AI as coding assistant to acting as scientific sparring partner: generating novel hypotheses, analyzing vast datasets, and dramatically accelerating R&D c...
Kevin Weil
AI41%
0.57manifold
2026-06-05
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%
0.57manifold
2026-06-02
229_043
Figure expects to hire a small handful of lead customers rather than broad distribution over next 6-12 months.
Brett Adcock
Robotics40%
0.57manifold
2026-06-02
235_042
OpenAI IPO shares could deliver a 50% pop in 6 months after IPO.
Peter Diamandis
Markets/Stocks45%
0.57manifold
2026-06-08
IND_016
By late 2026, SpaceX will launch a flotilla of approximately 5 uncrewed Starships to the Martian surface — success relies entirely on autonomous orbital refilling + AI-driven landing telemetry, proving precursor infrastructure for human colonization ca...
Gwynne Shotwell
Space22%
0.57manifold
2026-06-09
235_006
By end of 2026 AI will enable creating any virus or nuclear weapon via AI agent.
Dave Blundin
AI50%
0.57manifold
2026-06-10
234_035
Massive social unrest will come before the next US presidential election
Dave Blundin
Geopolitics50%
0.57manifold
2026-06-09
229_024
Figure's scale-up path: working in 1 home, then 10, 100, 1,000, 10,000, 100,000, 10 million homes on a super-exponential curve.
Brett Adcock
Robotics41%
0.57manifold
2026-06-11
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%
0.57manifold
2026-06-12
239_003
We are currently in AI hard takeoff
Elon Musk
AI47%
0.57manifold
2026-06-13
237_011
AI agents will have voices in the near future.
Alex Finn
AI43%
0.57manifold
2026-06-14
246_050
Anthropic will release compressed/distilled version of Mythos quickly after initial release.
Dave Blundin
AI50%
0.57manifold
2026-06-15
244_033
Uber will take big bets on adjacent fields, some will fail
Dara Khosrowshahi
Markets/Stocks51%
0.57manifold
2026-06-15
S_IPO_TRILLION_2027
First $1T+ IPO in 2027
ipo_trillion_plus40%
0.57manifold
2026-06-15
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
2026-06-15
240_001
NVIDIA to reach at least $1 trillion in bookings/revenue through 2027
Jensen Huang
Markets/Stocks78%
0.57manifold
2026-06-15
242_034
AI could compress S&P 500 equity valuations 2-7x free cash flow (down from 22x)
Chamath Palihapitiya
Markets/Stocks38%
0.57manifold
2026-06-16
IND_007
Massive 'Corporate Collapse' 2026 as legacy businesses fail to integrate GPT-5 level capabilities — specifically predicting a 1.1 million job loss event tied to this transition. AI intelligence growth by end-2026 comparable to evolutionary leap 'from a...
Dave Blundin
Labor/Jobs34%
0.57manifold
2026-06-15
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%
0.57manifold
2026-06-18
243_005
There will be many many winners in the autonomous space
Dara Khosrowshahi
Auto/Transport47%
0.57manifold
2026-06-18
240_045
White House to disclose something about aliens/UAPs in the next few months (rumors of June/July/summer)
Alex Wissner-Gross
Geopolitics39%
0.57manifold
2026-06-18
229_013
The next 12-18 months will be the largest AI transformation ever seen.
Brett Adcock
AI73%
0.57manifold
2026-04-29
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
2026-04-28
243_042
Within-hour delivery of anything to home is focus going forward
Dara Khosrowshahi
Consumer51%
0.57manifold
2026-04-27
247_042
Professional Robotics League first US match on April 19, 2026 in Boston
Alex Wissner-Gross
Robotics65%
0.57manifold
2026-04-23
238_023
Neural nets will be 100x bigger at end of 2026 than at beginning (already in the bag)
Dave Blundin
AI49%
0.57manifold
2026-04-30
241_011
By end of 2026, no one will write code manually - it'll be a quaint skill
Peter Diamandis
Labor/Jobs47%
0.57manifold
2026-05-01
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.57manifold
2026-05-03
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
2026-05-03
S_AGI_MID_2029
AGI mid: Kurzweil 2029 path
agi_general_capability35%
0.57manifold
2026-05-04
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.57manifold
2026-05-04
SEM_036
World-class AI programmers will appear within 1-2 years (by 2027-2028).
Eric Schmidt
AI/Cognition70%
0.57manifold
2026-05-04
S_MARS_2028
Mars uncrewed: 2028 transfer window (most likely first attempt)
mars_uncrewed_landing50%