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 147 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
2026-05-01
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%
0.57manifold
2026-05-04
235_005
AI capability will grow 100x this year in raw parameter count as lower bound.
Dave Blundin
AI49%
0.57manifold
2026-05-04
246_007
SpaceX road show will begin in June 2026.
Peter Diamandis
Markets/Stocks35%
0.57manifold
2026-05-03
TK10
$100T Sovereign Debt Crisis
12%
0.57manifold
2026-05-06
243_042
Within-hour delivery of anything to home is focus going forward
Dara Khosrowshahi
Consumer51%
0.57
test-a(market prob: 42%)
manifold
2026-05-08
229_025
Competitors that can match Figure's current capabilities are at least two years behind.
Brett Adcock
Robotics46%
0.57
test-a(market prob: 42%)
manifold
2026-05-08
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57manifold
2026-05-08
236_016
College premium is quickly evaporating
Andrew Yang
Education51%
0.57manifold
2026-05-07
237_028
Abundance Summit will live-stream Eric Schmidt, Uber CEO Dara Khosrowshahi, and a WTF Moonshot podcast this year.
Peter Diamandis
Media/Ads78%
0.57manifold
2026-05-07
238_009
Recursive self-improvement is already happening now (no longer three years out)
Alex Wissner-Gross
AI78%
0.57manifold
2026-05-11
COD_ROB_003
At least two humanoid vendors exceed 1,000 cumulative deployed robots by end 2027
Codex Research Pack
Robotics33%
0.57manifold
2026-05-11
246_031
Next OpenClaw moment will turn $30B ARR into $1T ARR with agents.
Alex Wissner-Gross
AI35%
0.57manifold
2026-05-11
235_005
AI capability will grow 100x this year in raw parameter count as lower bound.
Dave Blundin
AI49%
0.57manifold
2026-05-12
240_050
US will pass law like China requiring retraining when AI automates a job
Dave Blundin
Labor/Jobs49%
0.57manifold
2026-05-12
230_049
Big AI companies will own as much as they want up to the edge of antitrust triggers.
Dave Blundin
Markets/Stocks50%
0.57manifold
2026-05-14
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.57manifold
2026-05-15
247_006
Anthropic ARR will reach $100 billion by end of 2026
Peter Diamandis
AI50%
0.57manifold
2026-05-15
234_037
Civilizational left turns will hit us in the next 1-2 years
Alex Wissner-Gross
Geopolitics42%
0.57manifold
2026-05-15
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%
0.57manifold
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
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
2026-05-16
229_011
The humanoid robotics market/economy will be roughly $50 trillion—roughly half of global GDP of human labor.
Brett Adcock
Markets/Stocks36%
0.57manifold
2026-05-16
234_035
Massive social unrest will come before the next US presidential election
Dave Blundin
Geopolitics50%
0.57manifold
2026-05-17
236_045
Government path to UBI vanishingly unlikely, but possible outsized asymmetry in 2028
Andrew Yang
Geopolitics41%
0.57manifold
2026-05-17
230_049
Big AI companies will own as much as they want up to the edge of antitrust triggers.
Dave Blundin
Markets/Stocks50%
0.57manifold
2026-05-16
238_010
AI takeoff/inflection is happening now
Emad Mostaque
AI66%
0.57manifold
2026-05-18
246_025
Sam Altman predicts world-shaking cyber attack this year (2026).
Sam Altman
AI47%
0.57manifold
2026-05-18
235_005
AI capability will grow 100x this year in raw parameter count as lower bound.
Dave Blundin
AI49%
0.57manifold
2026-05-19
246_025
Sam Altman predicts world-shaking cyber attack this year (2026).
Sam Altman
AI47%
0.57manifold
2026-05-18
241_005
2026 is the year of agents - agents will take over everything this year
Eric Schmidt
AI50%
0.57manifold
2026-05-30
240_037
Amazon Zoox Robotaxi will launch in LA in 2027
Peter Diamandis
Auto/Transport24%
0.57manifold
2026-05-29
INF_073
AI will become smarter than any single human by end of 2025 or 2026, and smarter than all of humanity combined by 2030 or 2031.
Elon Musk
AI48%
0.57manifold
2026-05-29
247_042
Professional Robotics League first US match on April 19, 2026 in Boston
Alex Wissner-Gross
Robotics65%
0.57manifold
2026-05-29
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.57manifold
2026-05-28
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.57manifold
2026-05-28
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
2026-05-28
S_AGI_SLOW_2031
AGI slow: Schmidt/Hassabis 5-10 year path
agi_general_capability25%
0.57manifold
2026-05-27
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
2026-05-26
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
2026-05-25
AI_002
Models matching the collective cognitive capacity of 'a country of geniuses in a datacenter' — acting simultaneously across all domains — could arrive as early as 2026 or 2027.
Dario Amodei
AI16%
0.57manifold
2026-05-25
234_012
Anthropic revenue will cross OpenAI revenue in middle of 2026
Peter Diamandis
Markets/Stocks67%
0.57manifold
2026-05-25
235_005
AI capability will grow 100x this year in raw parameter count as lower bound.
Dave Blundin
AI49%
0.57manifold
2026-05-24
230_049
Big AI companies will own as much as they want up to the edge of antitrust triggers.
Dave Blundin
Markets/Stocks50%
0.57manifold
2026-06-01
235_005
AI capability will grow 100x this year in raw parameter count as lower bound.
Dave Blundin
AI49%
0.57manifold
2026-06-03
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%