Validations Queue

75,032 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 63 of 83, 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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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
0.58manifold
2026-06-09
238_010
AI takeoff/inflection is happening now
Emad Mostaque
AI66%
0.58manifold
2026-06-09
238_010
AI takeoff/inflection is happening now
Emad Mostaque
AI66%
0.58manifold
2026-06-09
238_010
AI takeoff/inflection is happening now
Emad Mostaque
AI66%
0.58manifold
2026-06-09
238_010
AI takeoff/inflection is happening now
Emad Mostaque
AI66%
0.58manifold
2026-06-09
238_010
AI takeoff/inflection is happening now
Emad Mostaque
AI66%
0.58manifold
2026-06-09
238_010
AI takeoff/inflection is happening now
Emad Mostaque
AI66%
0.58manifold
2026-06-09
238_010
AI takeoff/inflection is happening now
Emad Mostaque
AI66%
0.58manifold
2026-06-09
238_010
AI takeoff/inflection is happening now
Emad Mostaque
AI66%
0.58manifold
2026-06-09
238_010
AI takeoff/inflection is happening now
Emad Mostaque
AI66%
0.58manifold
2026-06-09
238_010
AI takeoff/inflection is happening now
Emad Mostaque
AI66%
0.58manifold
2026-06-09
238_010
AI takeoff/inflection is happening now
Emad Mostaque
AI66%
0.58manifold
2026-06-09
238_010
AI takeoff/inflection is happening now
Emad Mostaque
AI66%
0.58manifold
2026-06-09
238_010
AI takeoff/inflection is happening now
Emad Mostaque
AI66%
0.58manifold
2026-06-09
238_010
AI takeoff/inflection is happening now
Emad Mostaque
AI66%
0.58manifold
2026-06-09
238_010
AI takeoff/inflection is happening now
Emad Mostaque
AI66%
0.58manifold
2026-06-09
238_010
AI takeoff/inflection is happening now
Emad Mostaque
AI66%
0.58manifold
2026-06-09
238_010
AI takeoff/inflection is happening now
Emad Mostaque
AI66%
0.58manifold
2026-06-09
238_010
AI takeoff/inflection is happening now
Emad Mostaque
AI66%
0.58manifold
2026-06-09
238_010
AI takeoff/inflection is happening now
Emad Mostaque
AI66%
0.58manifold
2026-06-09
238_010
AI takeoff/inflection is happening now
Emad Mostaque
AI66%
0.58manifold
2026-06-09
242_042
Trillion parameter models will propagate to anyone with $50-100M to invest
Dave Blundin
AI50%
0.58manifold
2026-06-09
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%
0.58manifold
2026-06-08
238_010
AI takeoff/inflection is happening now
Emad Mostaque
AI66%
0.58manifold
2026-06-10
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.58manifold
2026-06-10
235_023
Eric Schmidt said AI will require 100 gigawatts by 2029, called it a crisis.
Eric Schmidt
Energy48%
0.58manifold
2026-06-10
239_003
We are currently in AI hard takeoff
Elon Musk
AI47%
0.58manifold
2026-06-09
248_019
US data center moratoriums will push AI compute out to LEO / sun-synchronous orbit / Dyson swarm.
Alex Wissner-Gross
Space12%
0.58manifold
2026-06-11
234_035
Massive social unrest will come before the next US presidential election
Dave Blundin
Geopolitics50%
0.58manifold
2026-06-11
COD_SPC_002
The next US crewed lunar surface landing occurs on Artemis IV in 2028
Codex Research Pack
Space22%
0.58manifold
2026-06-11
COD_SPC_002
The next US crewed lunar surface landing occurs on Artemis IV in 2028
Codex Research Pack
Space22%
0.58manifold
2026-06-11
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.58manifold
2026-06-12
238_005
By September 2026 there will be 1000+ ultra-high-inspirational-quality videos of the future generated nearly free
Alex Wissner-Gross
AI39%
0.58manifold
2026-06-13
248_014
If China leapfrogs the West algorithmically, the open/closed publication equilibrium will flip.
Alex Wissner-Gross
AI32%
0.58manifold
2026-06-13
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%
0.58manifold
2026-06-15
234_033
David Holz predicts 5 million humanoids can build Manhattan in 6 months
David Holz
Robotics23%
0.58manifold
2026-06-14
SEM_030
S&P 500 roughly 10% upside in 2026 driven by AI productivity wave rolling through broader economy (not just megacap).
Mike Wilson
Capital Markets43%
0.58manifold
2026-06-17
248_004
Launching 40,000 V3 Starlinks requires only 3 Starship launches per week over 3 years.
Peter Diamandis
Space58%
0.58manifold
2026-06-16
AI_019
Copper and other critical base metals will be the premier investment assets of 2026 — insatiable, inelastic demand for data-center electrification and thermal management creates commodity supercycle not priced into public markets.
Chamath Palihapitiya
Markets/Stocks37%
0.58manifold
2026-06-18
235_006
By end of 2026 AI will enable creating any virus or nuclear weapon via AI agent.
Dave Blundin
AI50%
0.57manifold
2026-04-28
229_001
Figure will put robots on its own manufacturing lines (BotQ) this year to build robots.
Brett Adcock
Robotics62%
0.57manifold
2026-04-28
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
2026-04-28
SEM_023
No AI bubble — semiconductor positive trend will remain robust through 2026 with 'crystal clear' growth visibility into 2027.
Joseph Moore
Semis/Markets63%
0.57manifold
2026-04-28
246_025
Sam Altman predicts world-shaking cyber attack this year (2026).
Sam Altman
AI47%
0.57manifold
2026-04-27
236_011
Independent/third party presidential run possible in 2028 election
Andrew Yang
Geopolitics46%
0.57manifold
2026-04-27
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.57manifold
2026-04-27
CMQ_012
AGI by 2027; superintelligence by 2030 — full automation of AI researchers in 2027 triggers post-AGI intelligence explosion.
Leopold Aschenbrenner
AI41%
0.57
VALVE?!(market prob: 4%)
manifold
2026-04-23
236_028
AI chatbot/AI romance trend growing unfortunately
Andrew Yang
Consumer51%
0.57manifold
2026-04-30
238_047
US will add 86 GW of new grid capacity in 2026, 51% from solar
Emad Mostaque
Energy45%
0.57manifold
2026-04-30
239_004
xAI/Grok will catch up and exceed competitors on coding by mid-2026
Elon Musk
AI40%
0.57manifold
2026-04-30
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.57manifold
2026-04-28
242_005
Starship launch cadence will reach one every 5.3 minutes (274/day)
Peter Diamandis
Space49%
0.57manifold
2026-05-01
233_009
A motivational learning bundle with video game designers will be released in 2026.
Joe Liemandt
Education36%
0.57manifold
2026-05-01
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
2026-05-02
FUT_012
Two-thirds of world's nations reaching tipping point 2026-2031 where building new renewable capacity is strictly cheaper than operating existing fully-depreciated coal/natural gas facilities — achieved completely independent of government subsidies. De...
Ramez Naam
Energy45%
0.57manifold
2026-05-01
INF_068
2026 will be a watershed year for state and institutional Bitcoin accumulation — nations will drive a sustained Bitcoin shopping spree, formalizing digital assets as reserve infrastructure.
Michael Saylor
Crypto34%
0.57manifold
2026-05-03
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
2026-05-03
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.57manifold
2026-05-04
INF_014
Data-center industry could emit up to 2.5 billion tons of CO2 cumulatively through 2030 if powered primarily by fossil fuels — a scale that materially delays global climate-pledge compliance.
Morgan Stanley
Energy42%
0.57manifold
2026-05-04
240_043
CS placements collapsed from 89% to 19% over 3 years; similar collapse coming for other professions
Peter Diamandis
Labor/Jobs55%
0.57manifold
2026-05-04
241_011
By end of 2026, no one will write code manually - it'll be a quaint skill
Peter Diamandis
Labor/Jobs47%
0.57manifold
2026-05-04
230_039
Educational system will have 'AI wilderness camps' where tools are removed; every fourth-grader becomes a Nobel laureate.
Alex Wissner-Gross
Education39%
0.57manifold
2026-05-03
TK10
$100T Sovereign Debt Crisis
12%
0.57manifold
2026-05-05
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
2026-05-05
S_IPO_TRILLION_2027
First $1T+ IPO in 2027
ipo_trillion_plus40%
0.57manifold
2026-05-07
240_034
Morgan Stanley forecasts 13-40GW data center power shortfall through 2028
Morgan Stanley
Energy47%
0.57manifold
2026-05-06
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
2026-05-08
SEM_016
Huawei will emerge as the unexpected victor in the 2026 chip war — not via immediate capacity but via forced supply-chain resilience.
David Friedberg
Semis/Geopolitics24%
0.57manifold
2026-05-09
234_010
Whole battlefield will be controlled by whoever has the better AI very soon
Dave Blundin
Defense50%
0.57manifold
2026-05-08
242_005
Starship launch cadence will reach one every 5.3 minutes (274/day)
Peter Diamandis
Space49%
0.57manifold
2026-05-10
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
2026-05-11
CMQ_041
Reallocation of foundry real estate toward high-margin HBM leaves severe unaddressed supply shortage for traditional consumer-grade DRAM — bifurcation of global memory market.
Morgan Stanley
Semis/Memory71%
0.57manifold
2026-05-12
235_005
AI capability will grow 100x this year in raw parameter count as lower bound.
Dave Blundin
AI49%
0.57manifold
2026-05-15
243_028
Joby eVTOL service hopefully coming to US sometime next year (2027)
Dara Khosrowshahi
Auto/Transport41%
0.57manifold
2026-05-14
CYB_009
Hardware-software alignment will force widespread foundational-codebase rewrites — exemplified by Midjourney's strategic migration from Google TPU architecture to native GPU framework, enabling hyper-fast personalization, HD generation, and massive par...
David Holz
AI77%
0.57manifold
2026-05-16
TK06
China-Taiwan Military Conflict
8%
0.57manifold
2026-05-17
243_011
Autonomous driver will be much safer than a human being
Dara Khosrowshahi
Auto/Transport44%
0.57manifold
2026-05-17
240_046
Public interest in any alien disclosure will fade within one or two days
Alex Wissner-Gross
Media/Ads43%
0.57manifold
2026-05-16
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
2026-05-18
242_005
Starship launch cadence will reach one every 5.3 minutes (274/day)
Peter Diamandis
Space49%
0.57manifold
2026-05-18
COD_TECH_001
A16/N2-class TSMC process availability materially supports 2027 AI accelerator ramps
Codex Research Pack
Semis50%
0.57manifold
2026-05-19
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
2026-05-17
235_005
AI capability will grow 100x this year in raw parameter count as lower bound.
Dave Blundin
AI49%
0.57manifold
2026-05-29
231_018
Blitz will switch to next generation model in late March 2026.
Dave Blundin
AI30%
0.57manifold
2026-05-29
242_019
EVTOL autonomy will come within ~2 years after piloted version
Peter Diamandis
Auto/Transport50%
0.57manifold
2026-05-28
240_043
CS placements collapsed from 89% to 19% over 3 years; similar collapse coming for other professions
Peter Diamandis
Labor/Jobs55%
0.57manifold
2026-05-28
SPC_028
Ismail and Blundin forecast widespread corporate collapses in 2025-2026 for traditional institutions failing to integrate agentic models — massive job displacement of over 1.1 million knowledge workers as AI automates their roles.
Salim Ismail
Labor/Jobs37%
0.57manifold
2026-05-27
234_012
Anthropic revenue will cross OpenAI revenue in middle of 2026
Peter Diamandis
Markets/Stocks67%
0.57manifold
2026-05-26
236_011
Independent/third party presidential run possible in 2028 election
Andrew Yang
Geopolitics46%
0.57manifold
2026-05-25
231_040
Ireland's UBI art scheme will NOT become a template for the future peacetime work creation.
Alex Wissner-Gross
Macro/Economy38%
0.57manifold
2026-05-31
236_036
Hyperinflation to solve debt problem in post-scarcity AI economy
Alex Wissner-Gross
Macro/Economy35%
0.57manifold
2026-05-31
234_050
Open-source maintainers will be overwhelmed by AI-discovered software vulnerabilities
Alex Wissner-Gross
AI42%
0.57manifold
2026-05-31
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis87%
0.57manifold
2026-06-01
S_RECESSION_2026
NBER recession declared 2026
macro_recession20%
0.57
Free Lottery (Blazar)(market prob: 78%)
manifold
2026-06-01
246_031
Next OpenClaw moment will turn $30B ARR into $1T ARR with agents.
Alex Wissner-Gross
AI35%
0.57manifold
2026-06-03
235_004
Next 3-year timeline: massive job loss, total confusion, and rampant unregulated AI consumerism.
Dave Blundin
Labor/Jobs46%
0.57manifold
2026-06-04
238_038
Compute will remain scarce until Dyson swarm is built; scarce AI agent attention will be monetized
Alex Wissner-Gross
AI35%
0.57manifold
2026-06-04
232_014
Recursive self-improvement is already here, not 12 months away.
Alex Wissner-Gross
AI70%
0.57manifold
2026-06-05
231_038
TSMC fabs will come online in 5-6-7 years; Elon won't wait that long.
Dave Blundin
AI44%
0.57manifold
2026-06-04
234_001
India will be the next giant on the rise while China is on the decline
Salim Ismail
Geopolitics44%
0.57manifold
2026-06-06
239_004
xAI/Grok will catch up and exceed competitors on coding by mid-2026
Elon Musk
AI40%