Validations Queue

114,087 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 69 of 222, 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
0.63
Daily Coinflip(market prob: 51%)
manifold
2026-07-01
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.63manifold
2026-07-01
246_025
Sam Altman predicts world-shaking cyber attack this year (2026).
Sam Altman
AI47%
0.63
Daily Coinflip(market prob: 51%)
manifold
2026-07-03
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.63
Daily Coinflip(market prob: 51%)
manifold
2026-07-05
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.63manifold
2026-07-06
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis83%
0.63manifold
2026-07-07
235_005
AI capability will grow 100x this year in raw parameter count as lower bound.
Dave Blundin
AI49%
0.63manifold
2026-07-07
246_004
SpaceX will come out at $2T and run up very quickly to $3T.
Peter Diamandis
Markets/Stocks50%
0.63
Daily Coinflip(market prob: 51%)
manifold
2026-07-07
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.63manifold
2026-07-08
233_009
A motivational learning bundle with video game designers will be released in 2026.
Joe Liemandt
Education36%
0.63manifold
2026-04-28
243_042
Within-hour delivery of anything to home is focus going forward
Dara Khosrowshahi
Consumer51%
0.63manifold
2026-04-25
234_012
Anthropic revenue will cross OpenAI revenue in middle of 2026
Peter Diamandis
Markets/Stocks67%
0.63manifold
2026-04-24
242_023
World will have 10x more wealth around 2034-2036
Dave Blundin
Macro/Economy34%
0.63manifold
2026-04-23
230_022
Elon plans to produce tens of millions of robots per year in just a few years.
Elon Musk
Robotics22%
0.63manifold
2026-04-30
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI20%
0.63manifold
2026-05-04
243_031
Uber will have significantly more drivers in 2030 than today, including in US
Dara Khosrowshahi
Labor/Jobs35%
0.63manifold
2026-05-04
FUT_018
Rise of 'Energy Islanding' 2026-2031 — sovereign nations possessing BOTH geographic solar irradiance for massive arrays AND secure domestic raw materials (copper, lithium, cobalt, rare earths) for battery storage achieve unparalleled industrial autonom...
Multi-Forecaster Synthesis
Energy39%
0.63manifold
2026-05-05
234_035
Massive social unrest will come before the next US presidential election
Dave Blundin
Geopolitics36%
0.63manifold
2026-05-05
SPC_012
SpaceX will perfect orbital refueling architectures by 2027 — the critical prerequisite for future Mars missions, enabling Starship depot-based beyond-LEO operations.
Peter Diamandis
Space41%
0.63manifold
2026-05-05
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.63manifold
2026-05-07
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%
0.63manifold
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%
0.63manifold
2026-05-05
247_038
Bitcoin upgrade will come before quantum threat does (Saylor)
Michael Saylor
Crypto48%
0.63manifold
2026-05-09
240_001
NVIDIA to reach at least $1 trillion in bookings/revenue through 2027
Jensen Huang
Markets/Stocks78%
0.63manifold
2026-05-11
237_010
In the next 2 years, everyone's AI agent will have a crypto wallet filled with USDC.
Alex Finn
Crypto33%
0.63manifold
2026-05-11
229_021
In 2027, Figure will be on the path to ship robots into users' homes and iterate.
Brett Adcock
Robotics14%
0.63manifold
2026-05-12
SEM_023
No AI bubble — semiconductor positive trend will remain robust through 2026 with 'crystal clear' growth visibility into 2027.
Joseph Moore
Semis/Markets53%
0.63manifold
2026-05-10
237_010
In the next 2 years, everyone's AI agent will have a crypto wallet filled with USDC.
Alex Finn
Crypto33%
0.63manifold
2026-05-14
238_040
Google may announce a locally hosted Gemma-type model at WWDC in June 2026 for Apple OS
Alex Wissner-Gross
AI34%
0.63manifold
2026-05-18
229_007
Figure's entire 2026 roadmap will be built around Helix 2, extending from logistics to full-body long-horizon control.
Brett Adcock
Robotics48%
0.63manifold
2026-05-18
241_011
By end of 2026, no one will write code manually - it'll be a quaint skill
Peter Diamandis
Labor/Jobs47%
0.63manifold
2026-05-29
242_033
Companies will race to 80% token spend / 20% salary; good by 2030-2032
Dave Blundin
Labor/Jobs49%
0.63manifold
2026-05-27
246_023
Grok 5 release ~20% probability for Q2 2026 per PolyMarket.
PolyMarket
AI43%
0.63manifold
2026-05-26
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%
0.63manifold
2026-06-01
241_036
No frontier AI company will emerge in Russia due to war
Eric Schmidt
AI51%
0.63manifold
2026-05-31
242_032
AI will do the job for 2% of the cost of a human in the near term
Dave Blundin
Labor/Jobs33%
0.63
Bitcoin $78K in June?(market prob: 4%)
manifold
2026-06-02
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.63
Bitcoin $80K in June?(market prob: 3%)
manifold
2026-06-02
231_051
Entire generation growing up with crypto (Ethereum, Bitcoin) as means of exchange will have near-zero switching cost.
Salim Ismail
Crypto48%
0.63manifold
2026-06-02
SEM_017
TSMC will produce over 10M wafers/month total in 2026, including ~100K/mo at 2nm and ~200K/mo at 3nm.
TSMC (All-In Podcast analysis)
Semis57%
0.63manifold
2026-06-02
SEM_023
No AI bubble — semiconductor positive trend will remain robust through 2026 with 'crystal clear' growth visibility into 2027.
Joseph Moore
Semis/Markets53%
0.63manifold
2026-06-02
TK05
Rate Regime Persistence (10y > 5% through 2028)
30%
0.63manifold
2026-06-03
COD_ROB_003
At least two humanoid vendors exceed 1,000 cumulative deployed robots by end 2027
Codex Research Pack
Robotics33%
0.63manifold
2026-06-05
TK10
$100T Sovereign Debt Crisis
12%
0.63manifold
2026-06-08
SEM_036
World-class AI programmers will appear within 1-2 years (by 2027-2028).
Eric Schmidt
AI/Cognition70%
0.63manifold
2026-06-07
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%
0.63manifold
2026-06-10
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%
0.63manifold
2026-06-11
ROB_024
Automated robotics and AI-powered monitoring will establish a global network of BioVaults — a 21st-century high-tech backup plan for life on Earth; as humanity faces potential extinction of nearly half of Earth's species by 2050 due to climate and habi...
Ben Lamm
Biotech/Longevity43%
0.63manifold
2026-06-11
TK10
$100T Sovereign Debt Crisis
12%
0.63manifold
2026-06-11
S_AI_PAUSE_2027
AI pause beginning 2027
ai_regulatory_pause10%
0.63manifold
2026-06-12
ROB_015
The 2025-2028 period is defined by massive automation/job displacement equivalent to 25 years of Industrial Revolution economic upheaval compressed into 3 traumatic years — followed by the dawn of the 'Agentic Era' in 2027 where autonomous AI agents pa...
Peter Diamandis
Labor/Jobs38%
0.63manifold
2026-06-15
246_022
Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%).
PolyMarket
AI37%