Validations Queue

108,318 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 15 of 216, 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
0.71manifold
2026-06-11
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI40%
0.71manifold
2026-06-13
235_008
Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months.
Alex Wissner-Gross
AI42%
0.71manifold
2026-06-11
236_007
US GDP per capita will break $90K and then $100K in relatively near future
Andrew Yang
Macro/Economy50%
0.71manifold
2026-06-23
246_003
Global economy will grow 10x in 10 years (cited from Elon Musk).
Elon Musk
Macro/Economy37%
0.71manifold
2026-06-27
230_009
US GDP growth will hit triple-digit (100%+) within 5 years per Elon Musk.
Elon Musk
Macro/Economy46%
0.71manifold
2026-06-28
237_009
ChatGPT will release a model specifically for OpenClaw within the next 6 months.
Alex Finn
AI31%
0.71manifold
2026-07-02
CMQ_001
By 2026, AI will reach 'intern-level' capability — millions of virtual interns performing supervised, economically useful tasks.
Sam Altman
AI45%
0.70manifold
2026-05-01
IND_021
February 2026 realized forecast: AI automation capabilities necessitated severe operational restructuring, leading to termination of nearly half of Block staff (~4,000 jobs); serves as leading macroeconomic indicator proving labor displacement predicte...
Jack Dorsey
Labor/Jobs74%
0.70manifold
2026-05-01
SEM_025
Morgan Stanley price target $250 for Nvidia — representing 32% upside from current levels.
Joseph Moore
Capital Markets45%
0.70manifold
2026-05-03
232_019
AI cannot be stopped; there's no mechanism to pause it.
Ben Horowitz
AI51%
0.70manifold
2026-05-11
240_001
NVIDIA to reach at least $1 trillion in bookings/revenue through 2027
Jensen Huang
Markets/Stocks78%
0.70manifold
2026-05-18
236_011
Independent/third party presidential run possible in 2028 election
Andrew Yang
Geopolitics46%
0.70manifold
2026-05-25
237_010
In the next 2 years, everyone's AI agent will have a crypto wallet filled with USDC.
Alex Finn
Crypto33%
0.70manifold
2026-06-01
235_008
Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months.
Alex Wissner-Gross
AI42%
0.70manifold
2026-05-31
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI20%
0.70manifold
2026-06-08
S_IPO_TRILLION_2027
First $1T+ IPO in 2027
ipo_trillion_plus40%
0.70manifold
2026-06-10
246_015
Elon will launch Starship toward Mars this year (2026, cited from Elon).
Elon Musk
Space36%
0.70manifold
2026-06-15
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%
0.70manifold
2026-06-18
COD_SPC_003
SpaceX completes large-scale Starship vehicle-to-vehicle cryogenic propellant transfer by end 2026
Codex Research Pack
Space28%
0.70manifold
2026-06-28
246_029
Apple will announce iPhone with Gemini-derived on-device model at WWDC June 2026.
Alex Wissner-Gross
AI47%
0.70manifold
2026-07-02
235_041
Anthropic implied valuation using PE ratio could be one quadrillion dollars.
Dave Blundin
Markets/Stocks28%
0.70manifold
2026-07-06
INF_031
The biggest near-term AI risk to humanity is AI companies themselves acting without proper oversight — alignment and safety mechanisms are being outpaced by infrastructure buildout velocity.
Dario Amodei
AI64%
0.70manifold
2026-04-28
246_013
Artemis 4 crewed moon landing mission to south pole in early 2028.
Peter Diamandis
Space18%
0.70manifold
2026-04-30
229_021
In 2027, Figure will be on the path to ship robots into users' homes and iterate.
Brett Adcock
Robotics14%
0.70manifold
2026-05-04
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%
0.70manifold
2026-05-06
AI_001
AI will surpass peak human intelligence across ALL economically valuable domains by 2030, extending the sequential maturation roadmap beyond 'independent researcher' (2028) into full-domain superintelligence.
Sam Altman
AI33%
0.70manifold
2026-05-11
240_010
NVIDIA revenue will hit $350 billion this calendar year
Dave Blundin
Markets/Stocks36%
0.70manifold
2026-05-11
SEM_027
Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon.
Joseph Moore
Capital Markets68%
0.70manifold
2026-05-16
234_014
We will see $100 trillion companies in the next 5-year period
Peter Diamandis
Markets/Stocks59%
0.70manifold
2026-05-16
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
Crypto29%
0.70manifold
2026-05-28
239_002
AI recursive self-improvement will be fully automated by end of 2026 or 2027 at latest
Elon Musk
AI44%
0.70manifold
2026-06-01
241_011
By end of 2026, no one will write code manually - it'll be a quaint skill
Peter Diamandis
Labor/Jobs47%
0.70manifold
2026-06-04
248_009
Elon Musk's economy will grow 10x in about 10 years.
Elon Musk
Macro/Economy37%
0.70manifold
2026-06-09
246_030
DeepSeek V4 will NOT shock markets like prior DeepSeek releases.
Alex Wissner-Gross
Markets/Stocks34%
0.70manifold
2026-06-11
236_007
US GDP per capita will break $90K and then $100K in relatively near future
Andrew Yang
Macro/Economy50%
0.70manifold
2026-06-09
234_002
Within 6 months to 2 years, AI will do absolutely everything
Dave Blundin
AI32%
0.70manifold
2026-06-13
230_005
Two years from now, best AI will not be freely accessible — it will be withheld citing security/safety.
Dave Blundin
AI50%
0.70manifold
2026-06-15
237_009
ChatGPT will release a model specifically for OpenClaw within the next 6 months.
Alex Finn
AI31%
0.70manifold
2026-06-16
246_012
Artemis 3 crewed mission to low earth orbit in 2027 (rendezvous/docking tests).
Peter Diamandis
Space11%
0.70manifold
2026-06-20
CMQ_001
By 2026, AI will reach 'intern-level' capability — millions of virtual interns performing supervised, economically useful tasks.
Sam Altman
AI45%
0.70manifold
2026-06-21
235_002
Anthropic will exceed OpenAI in revenue this year (2026).
Dave Blundin
AI75%
0.70manifold
2026-06-22
235_007
AI regulation window is this calendar year 2026 before chaos breaks out.
Dave Blundin
Geopolitics19%
0.70manifold
2026-06-30
235_001
Anthropic will be first company to hit $1 trillion in revenue by 2029-2030.
Dave Blundin
AI46%
0.70manifold
2026-07-02
235_002
Anthropic will exceed OpenAI in revenue this year (2026).
Dave Blundin
AI75%
0.70manifold
2026-07-02
230_005
Two years from now, best AI will not be freely accessible — it will be withheld citing security/safety.
Dave Blundin
AI50%
0.70manifold
2026-07-06
S_NO_AI_PAUSE_5Y
No major AI pause through 2031
ai_regulatory_pause75%
0.70manifold
2026-04-29
SEM_034
True artificial general intelligence will be achieved between 2032 and 2042 — 'first we solve AI, then use AI to solve everything else'.
Demis Hassabis
AI/AGI29%
0.70manifold
2026-04-25
245_001
Synthetic biology paired with AI will be the most transformative technology in human history
Ben Lamm
Biotech/Longevity45%
0.70manifold
2026-05-01
235_035
Apple finally launching AI with Gemini integration at WWDC in June 2026.
Alex Wissner-Gross
AI22%
0.70manifold
2026-05-03
INF_001
Reaching AGI by 2027 will require deployment of hundreds of millions of AI GPUs — forcing total mobilization of US industrial capacity for semiconductor fab and data-center shell construction.
Leopold Aschenbrenner
AI48%