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 162 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
2026-06-17
248_022
Deepseek-style hyperdeflation moments from algorithmic innovation will become more frequent but less effective at causing price swings.
Alex Wissner-Gross
Markets/Stocks42%
0.56manifold
2026-06-16
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
2026-06-16
TK10
$100T Sovereign Debt Crisis
12%
0.56manifold
2026-06-15
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
2026-06-17
247_006
Anthropic ARR will reach $100 billion by end of 2026
Peter Diamandis
AI50%
0.56manifold
2026-06-19
TK10
$100T Sovereign Debt Crisis
12%
0.56manifold
2026-06-20
247_042
Professional Robotics League first US match on April 19, 2026 in Boston
Alex Wissner-Gross
Robotics65%
0.56manifold
2026-06-20
247_003
Settlement will include granting equity stake on OpenAI cap table for Elon in ultimate IPO
Alex Wissner-Gross
AI35%
0.56manifold
2026-06-20
232_021
No chance AI will be paused in the next three years given current administration and China competition.
Dave Blundin
Geopolitics75%
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
2026-06-23
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
2026-06-19
242_008
Dyson sphere will come before any fusion reactor is licensed
Dave Blundin
Energy40%
0.56manifold
2026-04-29
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
2026-04-28
236_014
Publicly traded companies will fire white collar workers very quickly
Andrew Yang
Labor/Jobs43%
0.56
Do you like 4% odds?(market prob: 4%)
manifold
2026-04-27
237_014
Accountants face ~80% automation; friend says he could fire 80% of his accountants using OpenClaw.
Unnamed friend (accountant manager)
Labor/Jobs42%
0.56manifold
2026-04-27
234_012
Anthropic revenue will cross OpenAI revenue in middle of 2026
Peter Diamandis
Markets/Stocks67%
0.56manifold
2026-04-26
234_047
Agents will pervade verticals like journalism, law and finance as autonomous 24/7 services
Alex Wissner-Gross
AI40%
0.56manifold
2026-04-25
248_038
We will see humanoid robot threats alongside the current Sam Altman backlash.
Salim Ismail
Robotics34%
0.56manifold
2026-04-24
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
2026-04-30
AI_025
Most current generative AI wrappers are transient — they will fade into the background as infrastructure layers, analogous to Radio Shack fading in the Windows/PC era; winners will be infrastructure and verticalized depth plays, not thin API-wrapper apps.
Mark Cuban
AI60%
0.56manifold
2026-05-01
237_001
Increased hacker profile and AI-driven social engineering attacks will become more and more prevalent.
Peter Diamandis
AI55%
0.56manifold
2026-05-01
247_006
Anthropic ARR will reach $100 billion by end of 2026
Peter Diamandis
AI50%
0.56manifold
2026-05-01
238_004
Future Vision X-Prize will produce at least one (possibly two) feature films depicting the future
Peter Diamandis
Media/Ads55%
0.56manifold
2026-05-02
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
2026-05-02
FUT_022
Massive resurgence in North American industrialization 2026-2031 driven by geographic + demographic insulation of United States + Mexico — permanent systemic withdrawal from trans-Pacific and trans-Atlantic economic dependencies; aggressive 'de-risking...
Peter Zeihan
Macro/Economy72%
0.56manifold
2026-05-02
235_033
Chinese eVTOL taxi service moving toward commercial operations in 2027.
Peter Diamandis
Auto/Transport52%
0.56manifold
2026-05-02
243_027
Joby end-to-end eVTOL service in Abu Dhabi launching end of 2026
Dara Khosrowshahi
Auto/Transport43%
0.56manifold
2026-05-02
238_047
US will add 86 GW of new grid capacity in 2026, 51% from solar
Emad Mostaque
Energy45%
0.56manifold
2026-05-03
234_047
Agents will pervade verticals like journalism, law and finance as autonomous 24/7 services
Alex Wissner-Gross
AI40%
0.56manifold
2026-05-04
248_038
We will see humanoid robot threats alongside the current Sam Altman backlash.
Salim Ismail
Robotics34%
0.56
Do you like 96% odds?(market prob: 96%)
manifold
2026-05-04
237_014
Accountants face ~80% automation; friend says he could fire 80% of his accountants using OpenClaw.
Unnamed friend (accountant manager)
Labor/Jobs42%
0.56manifold
2026-05-04
231_010
China has peaked and is going to be on descent.
Salim Ismail
Geopolitics44%
0.56manifold
2026-05-03
S_AI_PAUSE_2027
AI pause beginning 2027
ai_regulatory_pause10%
0.56manifold
2026-05-03
231_018
Blitz will switch to next generation model in late March 2026.
Dave Blundin
AI30%
0.56manifold
2026-05-04
246_054
Blue Origin gearing up to be first-tier competitor with SpaceX for moon missions.
Alex Wissner-Gross
Space37%
0.56manifold
2026-05-07
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.56manifold
2026-05-07
235_030
Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.
Ray Kurzweil
Biotech/Longevity39%
0.56manifold
2026-05-06
238_061
Massive social unrest / trough in 2026-2027, rebound in 2028
Dave Blundin
Macro/Economy50%
0.56manifold
2026-05-08
232_040
Nick Bostrom: AI can and should be paused but only once we're on the verge of super intelligence.
Nick Bostrom
AI25%
0.56manifold
2026-05-09
247_042
Professional Robotics League first US match on April 19, 2026 in Boston
Alex Wissner-Gross
Robotics65%
0.56manifold
2026-05-09
231_014
Remaining research math problems will be solved within next couple months.
Dave Blundin
AI50%
0.56manifold
2026-05-10
236_011
Independent/third party presidential run possible in 2028 election
Andrew Yang
Geopolitics46%
0.56manifold
2026-05-11
231_010
China has peaked and is going to be on descent.
Salim Ismail
Geopolitics44%
0.56manifold
2026-05-10
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.56manifold
2026-05-12
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
2026-05-12
SEM_014
Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025).
Jensen Huang
Manufacturing86%
0.56manifold
2026-05-11
239_004
xAI/Grok will catch up and exceed competitors on coding by mid-2026
Elon Musk
AI40%
0.56
Free Lottery (KM3NeT)(market prob: 8%)
manifold
2026-05-13
238_012
OpenAI aspires to have 100 AI scientists winning 100 Nobel Prizes
Kevin Weil
AI38%
0.56manifold
2026-05-11
233_007
In 2026, Alpha will launch new schools beyond the flagship model based on the Timeback platform.
Joe Liemandt
Education51%
0.56manifold
2026-05-14
S_AI_PAUSE_2027
AI pause beginning 2027
ai_regulatory_pause10%