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 52 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
0.64manifold
2026-06-14
COD_SPC_004
Europa Clipper completes Earth gravity assist in December 2026
Codex Research Pack
Space48%
0.64manifold
2026-06-15
246_023
Grok 5 release ~20% probability for Q2 2026 per PolyMarket.
PolyMarket
AI43%
0.64manifold
2026-06-21
235_035
Apple finally launching AI with Gemini integration at WWDC in June 2026.
Alex Wissner-Gross
AI22%
0.64manifold
2026-06-19
236_008
First $100 trillion dollar companies and multi-trillionaires will come online
Peter Diamandis
Markets/Stocks53%
0.64manifold
2026-06-23
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%
0.64manifold
2026-06-25
235_005
AI capability will grow 100x this year in raw parameter count as lower bound.
Dave Blundin
AI49%
0.64manifold
2026-06-25
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%
0.64manifold
2026-07-06
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%
0.64manifold
2026-07-06
CMQ_006
Expert-level AI applied to biology/medicine will yield cures for cancer and Alzheimer's within 5-10 years, compressing a century of progress into a decade.
Dario Amodei
Biotech/Longevity36%
0.64
Daily Coinflip(market prob: 50%)
manifold
2026-04-28
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.64manifold
2026-04-25
229_041
Robots will bring abundance and a 'sci-fi future' where it will 'feel like 2080 up in here.'
Brett Adcock
Other37%
0.64manifold
2026-04-29
247_006
Anthropic ARR will reach $100 billion by end of 2026
Peter Diamandis
AI50%
0.64manifold
2026-04-29
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%
0.64
Daily Coinflip(market prob: 50%)
manifold
2026-05-01
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.64manifold
2026-05-01
236_007
US GDP per capita will break $90K and then $100K in relatively near future
Andrew Yang
Macro/Economy50%
0.64
Daily Coinflip(market prob: 50%)
manifold
2026-05-03
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.64manifold
2026-05-03
239_004
xAI/Grok will catch up and exceed competitors on coding by mid-2026
Elon Musk
AI40%
0.64manifold
2026-05-04
S_GRID_50GW_2027
50GW dedicated AI/data center grid by Dec 2027
energy_grid_expansion40%
0.64
Daily Coinflip(market prob: 51%)
manifold
2026-05-05
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.64manifold
2026-05-07
247_009
Anthropic's implied valuation could reach $2 trillion in 2026
Dave Blundin
AI41%
0.64manifold
2026-05-08
235_033
Chinese eVTOL taxi service moving toward commercial operations in 2027.
Peter Diamandis
Auto/Transport52%
0.64
Daily Coinflip(market prob: 51%)
manifold
2026-05-08
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.64manifold
2026-05-12
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.64
Daily Coinflip(market prob: 50%)
manifold
2026-05-12
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.64manifold
2026-05-13
246_023
Grok 5 release ~20% probability for Q2 2026 per PolyMarket.
PolyMarket
AI43%
0.64manifold
2026-05-13
238_061
Massive social unrest / trough in 2026-2027, rebound in 2028
Dave Blundin
Macro/Economy36%
0.64
Daily Coinflip(market prob: 50%)
manifold
2026-05-14
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.64manifold
2026-05-15
IND_011
2024-2026 window represents 'AI's iPhone moment' — tech ecosystem moves rapidly beyond simple chatbots to living autonomous AI agents; this shift fundamentally breaks traditional SaaS business model, transitioning economy toward outcome-based pricing r...
Jason Calacanis
Macro/Economy58%
0.64manifold
2026-05-16
230_046
OpenAI's Noam Brown has only ~3 months of future model access internally — dramatic capability gap with public.
Dave Blundin
AI43%
0.64
Daily Coinflip(market prob: 50%)
manifold
2026-05-16
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.64manifold
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%
0.64
Ebola pandemic in 2026?(market prob: 6%)
manifold
2026-05-19
236_047
New emotional pandemic of fear and anger coming
Peter Diamandis
Macro/Economy55%
0.64manifold
2026-05-19
236_022
Robots will build data centers in foreseeable time frame
Andrew Yang
Robotics39%
0.64manifold
2026-05-30
S_IPO_TRILLION_2027
First $1T+ IPO in 2027
ipo_trillion_plus40%
0.64
Daily Coinflip(market prob: 51%)
manifold
2026-05-30
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.64manifold
2026-05-29
234_018
GPT-5.3 and 5.5 or higher variants could launch in next 10 weeks
Alex Wissner-Gross
AI38%
0.64manifold
2026-05-29
247_006
Anthropic ARR will reach $100 billion by end of 2026
Peter Diamandis
AI50%
0.64manifold
2026-05-29
233_014
Over the next 12 years, half of kids will have neural links while others won't, creating divergence.
Dave Blundin
Biotech/Longevity32%
0.64manifold
2026-05-28
CMQ_015
Algorithmic efficiencies will deliver ~0.5 OOMs per year of additional effective compute through 2027 — pure multiplier on raw FLOPs.
Leopold Aschenbrenner
AI50%
0.64manifold
2026-05-27
CYB_028
The 2024-2026 AI arms race directly parallels the hyper-speculative early-1990s dot-com bubble and subsequent search-engine wars — while underlying technology is transformative, the vast majority of highly-valued competitors and heavily-funded startups...
Mark Cuban
Markets/Stocks48%
0.64manifold
2026-05-26
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI20%
0.64manifold
2026-05-26
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%
0.64manifold
2026-05-24
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI20%
0.64manifold
2026-05-29
CMQ_060
Bitcoin will reach $21 million per coin by 2046 — driven by unprecedented political, regulatory, and policy shifts in the US.
Michael Saylor
Crypto20%
0.64
Daily Coinflip(market prob: 50%)
manifold
2026-06-01
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.64manifold
2026-06-02
236_031
Wealth concentration will pick up as firms have fewer workers
Andrew Yang
Macro/Economy51%
0.64manifold
2026-06-02
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%
0.64manifold
2026-06-03
234_042
AI displacement will collapse the payroll tax base funding Medicare/Social Security
Peter Diamandis
Macro/Economy47%
0.64
Daily Coinflip(market prob: 50%)
manifold
2026-06-03
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.64manifold
2026-06-02
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%