Validations Queue

86,658 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 174 of 183, 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
0.56manifold
2026-06-09
247_023
AI will be able to do everything a white collar worker does imminently
Dave Blundin
AI41%
0.56manifold
2026-06-11
COD_SPC_002
The next US crewed lunar surface landing occurs on Artemis IV in 2028
Codex Research Pack
Space22%
0.56manifold
2026-06-10
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.56manifold
2026-06-13
246_050
Anthropic will release compressed/distilled version of Mythos quickly after initial release.
Dave Blundin
AI50%
0.56manifold
2026-06-14
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.56manifold
2026-06-14
243_005
There will be many many winners in the autonomous space
Dara Khosrowshahi
Auto/Transport47%
0.56manifold
2026-06-15
247_023
AI will be able to do everything a white collar worker does imminently
Dave Blundin
AI41%
0.56manifold
2026-06-15
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%
0.56manifold
2026-06-14
S_AI_PAUSE_2028
AI pause beginning 2028
ai_regulatory_pause10%
0.56manifold
2026-06-16
244_013
Uber will work with Chinese autonomous players (Pony, WeRide, hopefully Baidu) outside the US
Dara Khosrowshahi
Auto/Transport47%
0.56manifold
2026-06-16
231_008
AI discoveries of past errors will topple some Nobel prizes.
Peter Diamandis
AI50%
0.56manifold
2026-06-12
241_043
ASI will arrive within 2 years to 5 years to this next decade
Peter Diamandis
AI36%
0.56manifold
2026-06-12
FUT_016
Next 5 years (2026-2030) require individuals + organizations to adopt 'FLUX' superpowers — ability to transform constant uncertainty into strategic advantage. Traditional linear career paths dissolve entirely by 2030, replaced by fluid portfolio-based ...
April Rinne
Labor/Jobs39%
0.56manifold
2026-06-17
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%
0.56manifold
2026-06-14
240_004
A new repo from 2027 will go from zero to a billion stars in 5 minutes
Alex Wissner-Gross
AI36%
0.56manifold
2026-06-20
247_058
Jury selection begins April 27, 2026 for Musk v OpenAI trial
Peter Diamandis
AI71%
0.56manifold
2026-06-19
241_011
By end of 2026, no one will write code manually - it'll be a quaint skill
Peter Diamandis
Labor/Jobs47%
0.56manifold
2026-06-24
246_020
China will land on moon by 2030 (credible competitive mission).
Alex Wissner-Gross
Geopolitics32%
0.56manifold
2026-06-24
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%
0.56manifold
2026-06-24
245_027
Colossal DNA synthesis delivery will reach 20x the largest prior delivery by end of 2026
Ben Lamm
Biotech/Longevity41%
0.56manifold
2026-06-24
231_015
Next Deep Seek model release will be when Chinese open-weight models catch up to American frontier models.
Alex Wissner-Gross
AI34%
0.56manifold
2026-04-27
238_040
Google may announce a locally hosted Gemma-type model at WWDC in June 2026 for Apple OS
Alex Wissner-Gross
AI34%
0.56manifold
2026-04-24
232_056
Every single discipline (math, physics, chemistry, medicine) will be flattened by well-targeted generalist AIs.
Alex Wissner-Gross
AI40%
0.56manifold
2026-04-24
234_012
Anthropic revenue will cross OpenAI revenue in middle of 2026
Peter Diamandis
Markets/Stocks67%
0.56manifold
2026-04-24
246_039
Autonomous vehicles/flying cars coming by 2028.
Peter Diamandis
Auto/Transport49%
0.56manifold
2026-05-01
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.56manifold
2026-05-01
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.56manifold
2026-04-30
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.56manifold
2026-05-02
SPC_020
Archer Aviation's flagship Midnight eVTOL will launch commercial passenger flights by late 2026 — bolstered by FAA federal pilot programs; integrates NVIDIA IGX Thor onboard compute for predictive awareness, pilot safety, and autonomy-ready flight syst...
Brett Adcock
Auto/Transport26%
0.56manifold
2026-05-03
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis83%
0.56manifold
2026-05-04
241_063
America needs to win AI race with smart immigration policy
Eric Schmidt
Geopolitics51%
0.56manifold
2026-05-03
236_011
Independent/third party presidential run possible in 2028 election
Andrew Yang
Geopolitics46%
0.56manifold
2026-05-04
239_026
Future will be very entertaining
Elon Musk
Other55%
0.56manifold
2026-05-07
240_037
Amazon Zoox Robotaxi will launch in LA in 2027
Peter Diamandis
Auto/Transport24%
0.56manifold
2026-05-07
248_014
If China leapfrogs the West algorithmically, the open/closed publication equilibrium will flip.
Alex Wissner-Gross
AI32%
0.56manifold
2026-05-07
235_002
Anthropic will exceed OpenAI in revenue this year (2026).
Dave Blundin
AI75%
0.56manifold
2026-05-06
234_012
Anthropic revenue will cross OpenAI revenue in middle of 2026
Peter Diamandis
Markets/Stocks67%
0.56manifold
2026-05-09
234_026
AI rent-a-human service feature of scoring humor/visuals will be gone in months
Alex Wissner-Gross
AI40%
0.56manifold
2026-05-09
229_005
The global humanoid robotics industry will consolidate to far fewer than 10 players.
Brett Adcock
Robotics36%
0.56manifold
2026-05-09
233_003
Any student is capable of reaching 99th percentile in reading, writing, math, and science with mastery-based tutoring.
MacKenzie Price
Education39%
0.56manifold
2026-05-10
248_004
Launching 40,000 V3 Starlinks requires only 3 Starship launches per week over 3 years.
Peter Diamandis
Space58%
0.56manifold
2026-05-10
SEM_008
Training runs costing $10 billion for a single model will commence sometime in 2025.
Dario Amodei
AI77%
0.56manifold
2026-05-11
242_015
Full autonomy achieved within 2 years before Salim's son gets driver's license
Salim Ismail
Auto/Transport71%
0.56manifold
2026-05-13
232_021
No chance AI will be paused in the next three years given current administration and China competition.
Dave Blundin
Geopolitics75%
0.56manifold
2026-05-15
237_028
Abundance Summit will live-stream Eric Schmidt, Uber CEO Dara Khosrowshahi, and a WTF Moonshot podcast this year.
Peter Diamandis
Media/Ads78%
0.56manifold
2026-05-15
234_040
Elon predicts FSD and Starlink may reverse urbanization in America
Elon Musk
Real Estate32%
0.56manifold
2026-05-18
236_045
Government path to UBI vanishingly unlikely, but possible outsized asymmetry in 2028
Andrew Yang
Geopolitics41%
0.56manifold
2026-05-18
230_034
Abundance will be achieved by 2035.
Peter Diamandis
Macro/Economy41%
0.56manifold
2026-05-18
247_018
First version of social contract will be politicians writing checks in next election
Dave Blundin
Macro/Economy46%
0.56
New fish species (market prob: 69%)
manifold
2026-05-19
245_008
More direwolves will be produced after initial Romulus and Remus
Ben Lamm
Biotech/Longevity45%