Validations Queue

78,110 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 74 of 168, 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
0.61manifold
2026-05-02
238_047
US will add 86 GW of new grid capacity in 2026, 51% from solar
Emad Mostaque
Energy45%
0.61
Daily Coinflip(market prob: 50%)
manifold
2026-05-03
TK14
Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
20%
0.61manifold
2026-05-03
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/Economy35%
0.61manifold
2026-05-02
AUT_017
Defining 2023-2026 shift: maturation of 'Agentic AI' via heavy fine-tuning of pre-trained LLMs using advanced reinforcement learning techniques — single foundational models seamlessly handling diverse complex tasks (market analysis, software engineerin...
Jimmy Ba
AI65%
0.61manifold
2026-05-02
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.61manifold
2026-05-02
INF_039
Consumer-facing AI hardware shortages will worsen: high-Unified-Memory Apple Mac Studio lead times now range 6 days to 6 weeks (up to ~54 days) because data centers are absorbing the world's HBM and memory supply — DRAM market transitioning to hourly v...
Alex Finn
Consumer77%
0.61manifold
2026-04-29
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.61manifold
2026-05-04
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.61manifold
2026-05-04
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%
0.61manifold
2026-05-04
247_006
Anthropic ARR will reach $100 billion by end of 2026
Peter Diamandis
AI50%
0.61manifold
2026-05-04
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%
0.61manifold
2026-05-04
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%
0.61
Daily Coinflip(market prob: 51%)
manifold
2026-05-05
TK14
Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
20%
0.61manifold
2026-05-05
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%
0.61manifold
2026-05-06
TK10
$100T Sovereign Debt Crisis
12%
0.61manifold
2026-05-06
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.61manifold
2026-05-06
CMQ_056
Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency.
Dario Amodei
AI/Compute19%
0.61manifold
2026-05-06
244_008
If you build liquid supply with product-market fit, demand will show up
Dara Khosrowshahi
Other53%
0.61manifold
2026-05-07
229_008
By end of 2026, Figure's robot hardware will be capable of performing what surgeons can do (teleoperated).
Brett Adcock
Biotech/Longevity44%
0.61
Bitcoin $83k in May?(market prob: 70%)
manifold
2026-05-07
SEM_039
Block unveiled proprietary Bitcoin mining ASIC at 709 Terahashes/second (TH/s) — leading indicator for eventual AI inference ASIC trajectory.
Jack Dorsey
Semis/ASICs83%
0.61manifold
2026-05-03
247_001
xAI will IPO at $2 trillion valuation this coming summer
Peter Diamandis
AI42%
0.61manifold
2026-05-07
240_051
After first state passes retraining law, all other states will race to fire people first
Alex Wissner-Gross
Labor/Jobs42%
0.61
Daily Coinflip(market prob: 51%)
manifold
2026-05-08
TK14
Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
20%
0.61manifold
2026-05-09
COD_SPC_004
Europa Clipper completes Earth gravity assist in December 2026
Codex Research Pack
Space48%
0.61manifold
2026-05-11
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.61
Daily Coinflip(market prob: 50%)
manifold
2026-05-12
TK14
Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
20%
0.61manifold
2026-05-13
235_006
By end of 2026 AI will enable creating any virus or nuclear weapon via AI agent.
Dave Blundin
AI50%
0.61manifold
2026-05-13
S_IPO_TRILLION_2028
First $1T+ IPO in 2028
ipo_trillion_plus25%
0.61
Daily Coinflip(market prob: 50%)
manifold
2026-05-14
TK14
Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
20%
0.61manifold
2026-05-12
247_006
Anthropic ARR will reach $100 billion by end of 2026
Peter Diamandis
AI50%
0.61manifold
2026-05-11
238_071
Future AI models may compress all human knowledge into megabytes via post-transformer breakthroughs
Alex Wissner-Gross
AI35%
0.61manifold
2026-05-15
TK10
$100T Sovereign Debt Crisis
12%
0.61manifold
2026-05-14
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%
0.61manifold
2026-05-10
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.61manifold
2026-05-16
241_011
By end of 2026, no one will write code manually - it'll be a quaint skill
Peter Diamandis
Labor/Jobs47%
0.61
Daily Coinflip(market prob: 50%)
manifold
2026-05-16
TK14
Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
20%
0.61manifold
2026-05-16
235_011
PE fund will emerge shortly to buy medium/big companies and install AI digital twin infrastructure.
Salim Ismail
Markets/Stocks47%
0.61manifold
2026-05-16
S_IPO_TRILLION_2028
First $1T+ IPO in 2028
ipo_trillion_plus25%
0.61manifold
2026-05-19
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.61manifold
2026-05-18
TK10
$100T Sovereign Debt Crisis
12%
0.61
Daily Coinflip(market prob: 51%)
manifold
2026-05-30
TK14
Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
20%
0.61manifold
2026-05-29
AUT_007
2026 US GDP growth 5% to 6.2% driven directly by AI productivity — citing massive productivity increases unlocked by enterprise AI integration as primary catalyst. Traditional enterprise SaaS 'maintenance and migration' revenue models structurally coll...
Chamath Palihapitiya
Macro/Economy13%
0.61manifold
2026-05-27
FUT_017
Intersection of media, society, and commerce 2026-2031 will require organizations to completely abandon rigid legacy planning in favor of hyper-adaptable near-future preparations — traditional 10-year strategic plans obsolete as multi-domain convergenc...
Gerd Leonhard
Media/Ads50%
0.61manifold
2026-05-24
240_001
NVIDIA to reach at least $1 trillion in bookings/revenue through 2027
Jensen Huang
Markets/Stocks78%
0.61
Rcb vs gt who is win(market prob: 99%)
manifold
2026-05-31
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.61
Daily Coinflip(market prob: 50%)
manifold
2026-06-01
TK14
Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
20%
0.61
Starmer out before August?(market prob: 16%)
manifold
2026-06-01
238_010
AI takeoff/inflection is happening now
Emad Mostaque
AI66%
0.61manifold
2026-05-31
S_AI_PAUSE_2027
AI pause beginning 2027
ai_regulatory_pause10%
0.61
Daily Coinflip(market prob: 50%)
manifold
2026-06-03
TK14
Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
20%
0.61manifold
2026-06-01
242_055
Activist investing will be disrupted by AI writing open letters to public firms
Alex Wissner-Gross
Markets/Stocks34%