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 56 of 56, 51 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
0.55manifold
2026-05-13
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%
0.55manifold
2026-05-13
232_020
Real danger that US slows AI enough to fall behind China, losing control over societal outcomes.
Ben Horowitz
Geopolitics48%
0.55manifold
2026-05-12
235_005
AI capability will grow 100x this year in raw parameter count as lower bound.
Dave Blundin
AI49%
0.55manifold
2026-05-14
231_011
The country that trains its next generation on AI wins the entire talent war.
Peter Diamandis
Geopolitics55%
0.55manifold
2026-05-14
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.55manifold
2026-05-14
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%
0.55manifold
2026-05-14
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%
0.55manifold
2026-05-16
231_029
Millisecond real-time dispute resolution will replace current court systems.
Dave Blundin
Other49%
0.55manifold
2026-05-17
242_016
TV ad campaign against human driving in 3-5 years will drive voting to ban it
Dave Blundin
Auto/Transport46%
0.55manifold
2026-05-16
238_048
US must find 100 GW of new power or lose AI race to China (cited from Eric Schmidt)
Eric Schmidt
Geopolitics45%
0.55manifold
2026-05-18
COD_AI_004
Frontier agents reach one-workday autonomous task horizon by end 2027
Codex Research Pack
AI36%
0.55manifold
2026-05-27
243_027
Joby end-to-end eVTOL service in Abu Dhabi launching end of 2026
Dara Khosrowshahi
Auto/Transport43%
0.55manifold
2026-05-26
INF_032
Residential electricity costs are a structural byproduct of DC buildout: Washington state household electricity costs rose 10.3% from 2024 to 2025 directly tied to infrastructure strain, with utility-proposed rate increases projecting residential price...
Seattle Met / Washington State regulators
Macro/Economy54%
0.55manifold
2026-05-26
FUT_014
'US political revolution' ranked #1 tier global risk 2026+ per Eurasia Group — internal partisan bifurcation within United States has moved well beyond traditional electoral friction into systemic institutional paralysis; federal government increasingl...
Ian Bremmer
Geopolitics55%
0.55manifold
2026-05-25
COD_AI_004
Frontier agents reach one-workday autonomous task horizon by end 2027
Codex Research Pack
AI36%
0.55manifold
2026-05-24
241_011
By end of 2026, no one will write code manually - it'll be a quaint skill
Peter Diamandis
Labor/Jobs47%
0.55manifold
2026-06-01
S_HUMANOID_CONSUMER_2030
Humanoid R3: 1M+ consumer by Nov 2030
humanoid_deployment20%
0.55manifold
2026-06-01
COD_AI_004
Frontier agents reach one-workday autonomous task horizon by end 2027
Codex Research Pack
AI36%
0.55manifold
2026-06-03
241_005
2026 is the year of agents - agents will take over everything this year
Eric Schmidt
AI50%
0.55manifold
2026-06-04
FUT_022
Massive resurgence in North American industrialization 2026-2031 driven by geographic + demographic insulation of United States + Mexico — permanent systemic withdrawal from trans-Pacific and trans-Atlantic economic dependencies; aggressive 'de-risking...
Peter Zeihan
Macro/Economy72%
0.55manifold
2026-06-05
240_045
White House to disclose something about aliens/UAPs in the next few months (rumors of June/July/summer)
Alex Wissner-Gross
Geopolitics39%
0.55manifold
2026-06-05
232_021
No chance AI will be paused in the next three years given current administration and China competition.
Dave Blundin
Geopolitics75%
0.55manifold
2026-06-05
244_004
Race car driving will persist as a sport
Dara Khosrowshahi
Auto/Transport50%
0.55manifold
2026-06-06
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%
0.55manifold
2026-06-07
243_005
There will be many many winners in the autonomous space
Dara Khosrowshahi
Auto/Transport47%
0.55manifold
2026-06-06
238_061
Massive social unrest / trough in 2026-2027, rebound in 2028
Dave Blundin
Macro/Economy36%
0.55manifold
2026-06-09
238_005
By September 2026 there will be 1000+ ultra-high-inspirational-quality videos of the future generated nearly free
Alex Wissner-Gross
AI39%
0.55manifold
2026-06-12
229_021
In 2027, Figure will be on the path to ship robots into users' homes and iterate.
Brett Adcock
Robotics14%
0.55manifold
2026-06-14
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis83%
0.55manifold
2026-06-14
236_040
CEO will be last to go in AI wave of automation
Andrew Yang
Labor/Jobs42%
0.55manifold
2026-06-22
241_011
By end of 2026, no one will write code manually - it'll be a quaint skill
Peter Diamandis
Labor/Jobs47%
0.55manifold
2026-06-22
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.55manifold
2026-06-23
248_025
Religion will consolidate globally around fewer major religions while proliferating micro cults/sects.
Alex Wissner-Gross
Other39%
0.55manifold
2026-06-26
231_015
Next Deep Seek model release will be when Chinese open-weight models catch up to American frontier models.
Alex Wissner-Gross
AI34%
0.55manifold
2026-06-27
243_031
Uber will have significantly more drivers in 2030 than today, including in US
Dara Khosrowshahi
Labor/Jobs35%
0.55manifold
2026-06-27
S_MARS_2031PLUS
Mars uncrewed: 2031+ transfer window or further delay
mars_uncrewed_landing25%
0.55manifold
2026-06-27
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%
0.55manifold
2026-06-27
S_AI_PAUSE_2026
Major-country AI pause beginning 2026
ai_regulatory_pause5%
0.55manifold
2026-06-28
236_048
Dropping birth rate not just China but Japan all-time low, South Korea, much of world
Peter Diamandis
Macro/Economy53%
0.55manifold
2026-06-28
246_020
China will land on moon by 2030 (credible competitive mission).
Alex Wissner-Gross
Geopolitics20%
0.55manifold
2026-06-27
231_014
Remaining research math problems will be solved within next couple months.
Dave Blundin
AI36%
0.55manifold
2026-06-26
240_010
NVIDIA revenue will hit $350 billion this calendar year
Dave Blundin
Markets/Stocks36%
0.55manifold
2026-06-29
238_005
By September 2026 there will be 1000+ ultra-high-inspirational-quality videos of the future generated nearly free
Alex Wissner-Gross
AI39%
0.55manifold
2026-06-30
242_033
Companies will race to 80% token spend / 20% salary; good by 2030-2032
Dave Blundin
Labor/Jobs49%
0.55manifold
2026-06-29
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI20%
0.55manifold
2026-07-01
CMQ_004
AGI-like models matching or outperforming human experts across most professional domains could arrive as early as 2026-2027.
Dario Amodei
AI28%
0.55manifold
2026-07-01
232_007
TikTok wins as AI enables personalized, movie-quality content in many languages, taking over from movie industry.
Dave Blundin
Media/Ads32%
0.55manifold
2026-07-03
238_048
US must find 100 GW of new power or lose AI race to China (cited from Eric Schmidt)
Eric Schmidt
Geopolitics45%
0.55manifold
2026-07-04
238_005
By September 2026 there will be 1000+ ultra-high-inspirational-quality videos of the future generated nearly free
Alex Wissner-Gross
AI39%
0.55manifold
2026-07-05
232_021
No chance AI will be paused in the next three years given current administration and China competition.
Dave Blundin
Geopolitics75%
0.55manifold
2026-07-05
230_026
The QWERTY keyboard will persist until the heat death of the universe.
Alex Wissner-Gross
Consumer42%