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 84, 100 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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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
2026-05-14
237_007
Every other company will eventually try to provide OS-integrated local AI like what Apple could offer.
Alex Finn
AI42%
0.56manifold
2026-05-15
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.56manifold
2026-05-15
231_038
TSMC fabs will come online in 5-6-7 years; Elon won't wait that long.
Dave Blundin
AI44%
0.56manifold
2026-05-15
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
2026-05-16
240_051
After first state passes retraining law, all other states will race to fire people first
Alex Wissner-Gross
Labor/Jobs42%
0.56manifold
2026-05-18
244_033
Uber will take big bets on adjacent fields, some will fail
Dara Khosrowshahi
Markets/Stocks51%
0.56manifold
2026-05-18
231_018
Blitz will switch to next generation model in late March 2026.
Dave Blundin
AI30%
0.56manifold
2026-05-30
241_042
Post-tragedy, global leaders (US, China) will convene on AI governance
Eric Schmidt
Geopolitics44%
0.56manifold
2026-05-30
FUT_009
Wars 2026-2031 pivot decisively from ideological struggles to brutal localized conflicts over critical physical inputs — specifically energy, copper, and agricultural fertilizers. Global geopolitical map fractures into highly regionalized spheres of in...
Peter Zeihan
Geopolitics42%
0.56manifold
2026-05-29
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%
0.56manifold
2026-05-29
239_002
AI recursive self-improvement will be fully automated by end of 2026 or 2027 at latest
Elon Musk
AI44%
0.56manifold
2026-05-29
246_022
Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%).
PolyMarket
AI45%
0.56manifold
2026-05-27
TK13
Biotech/Synbio Safety Event
15%
0.56manifold
2026-05-26
233_009
A motivational learning bundle with video game designers will be released in 2026.
Joe Liemandt
Education36%
0.56manifold
2026-05-26
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%
0.56manifold
2026-05-26
CMQ_011
AGI is plausible within 10 years, BUT alignment and safety must be solved BEFORE reaching AGI — not concurrently, and not after.
Demis Hassabis
AI39%
0.56manifold
2026-05-24
238_048
US must find 100 GW of new power or lose AI race to China (cited from Eric Schmidt)
Eric Schmidt
Geopolitics45%
0.56manifold
2026-06-01
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.56manifold
2026-06-01
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.56manifold
2026-06-01
238_005
By September 2026 there will be 1000+ ultra-high-inspirational-quality videos of the future generated nearly free
Alex Wissner-Gross
AI39%
0.56manifold
2026-06-01
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%
0.56
Free Lottery (Blazar)(market prob: 78%)
manifold
2026-06-01
242_002
Long-term petawatt compute will come only from lunar mass drivers
Peter Diamandis
Space37%
0.56manifold
2026-05-31
238_005
By September 2026 there will be 1000+ ultra-high-inspirational-quality videos of the future generated nearly free
Alex Wissner-Gross
AI39%
0.56manifold
2026-06-02
230_008
AI will bulk-solve math, physical sciences, engineering, medicine, and material sciences.
Alex Wissner-Gross
AI40%
0.56manifold
2026-06-01
247_046
AI investment will reach $3 billion per day, up from $2B in 2025
Peter Diamandis
AI55%
0.56manifold
2026-06-04
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
2026-06-04
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%
0.56manifold
2026-06-05
246_022
Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%).
PolyMarket
AI45%
0.56manifold
2026-06-05
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%
0.56manifold
2026-06-05
236_011
Independent/third party presidential run possible in 2028 election
Andrew Yang
Geopolitics46%
0.56manifold
2026-06-06
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%
0.56manifold
2026-06-10
241_037
Chinese AI strategy will stay open source / open weights
Eric Schmidt
AI49%
0.56manifold
2026-06-10
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%
0.56
Is Anime For Kids?(market prob: 14%)
manifold
2026-06-11
233_012
AI will give kids superpowers and transform their childhood.
Joe Liemandt
AI37%
0.56manifold
2026-06-12
COD_ROB_002
1X ships first paid NEO Early Access units to US homes in 2026
Codex Research Pack
Robotics27%
0.56manifold
2026-06-13
CMQ_007
Anthropic corporate revenue will reach trillions of dollars before 2030.
Dario Amodei
AI41%
0.56manifold
2026-06-13
248_016
ASI is imminent; access to top AI models will be closed down in a couple of years.
Dave Blundin
AI49%
0.56manifold
2026-06-15
236_010
5% wealth tax would result in zero billionaires by next day
Andrew Yang
Macro/Economy50%
0.56manifold
2026-06-16
S_AI_PAUSE_2027
AI pause beginning 2027
ai_regulatory_pause10%
0.56manifold
2026-06-16
247_006
Anthropic ARR will reach $100 billion by end of 2026
Peter Diamandis
AI50%
0.56manifold
2026-06-15
AI_002
Models matching the collective cognitive capacity of 'a country of geniuses in a datacenter' — acting simultaneously across all domains — could arrive as early as 2026 or 2027.
Dario Amodei
AI16%
0.56manifold
2026-06-12
234_014
We will see $100 trillion companies in the next 5-year period
Peter Diamandis
Markets/Stocks59%
0.56manifold
2026-06-17
243_045
Joby Abu Dhabi partnership will save hours of travel time
Dara Khosrowshahi
Auto/Transport45%
0.56manifold
2026-06-16
242_023
World will have 10x more wealth around 2034-2036
Dave Blundin
Macro/Economy34%
0.56manifold
2026-06-18
COD_BIO_001
FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026
Codex Research Pack
Biotech/Longevity47%
0.56manifold
2026-06-18
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.56manifold
2026-06-19
FUT_023
'Demographic bifurcation' 2026-2031: widening divides in size, growth, and structure of populations globally — creates extreme socioeconomic friction between aging wealthy nations (US, EU, Japan, Korea, China) and younger resource-starved regions (Afri...
Ian Bremmer
Geopolitics68%
0.56manifold
2026-04-26
236_019
Human plumbers are safe for at least 10 years and probably significantly longer
Andrew Yang
Robotics44%
0.56manifold
2026-04-26
242_005
Starship launch cadence will reach one every 5.3 minutes (274/day)
Peter Diamandis
Space49%
0.56manifold
2026-04-26
243_045
Joby Abu Dhabi partnership will save hours of travel time
Dara Khosrowshahi
Auto/Transport45%
0.56
Will pine sell out to CS?(market prob: 77%)
manifold
2026-04-25
238_036
Manus (bought by Meta for $2B) will become Meta's agent layer inside WhatsApp, operating on behalf of advertisers
Emad Mostaque
Media/Ads35%
0.56manifold
2026-04-25
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%
0.56manifold
2026-04-24
246_023
Grok 5 release ~20% probability for Q2 2026 per PolyMarket.
PolyMarket
AI43%
0.56manifold
2026-04-30
238_005
By September 2026 there will be 1000+ ultra-high-inspirational-quality videos of the future generated nearly free
Alex Wissner-Gross
AI39%
0.56manifold
2026-04-30
238_024
AI token speed will jump from ~50 tokens/sec to ~1,000 tokens/sec (Cerebras)
Emad Mostaque
AI37%
0.56manifold
2026-05-01
246_033
Insecurity of human-authored code will be recognized before insecurity of human drivers is legally.
Alex Wissner-Gross
AI34%
0.56manifold
2026-05-01
247_042
Professional Robotics League first US match on April 19, 2026 in Boston
Alex Wissner-Gross
Robotics65%
0.56manifold
2026-05-01
231_018
Blitz will switch to next generation model in late March 2026.
Dave Blundin
AI30%
0.56manifold
2026-04-27
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%
0.56manifold
2026-05-03
243_045
Joby Abu Dhabi partnership will save hours of travel time
Dara Khosrowshahi
Auto/Transport45%
0.56manifold
2026-05-05
243_005
There will be many many winners in the autonomous space
Dara Khosrowshahi
Auto/Transport47%
0.56manifold
2026-05-07
241_042
Post-tragedy, global leaders (US, China) will convene on AI governance
Eric Schmidt
Geopolitics44%
0.56manifold
2026-05-06
240_046
Public interest in any alien disclosure will fade within one or two days
Alex Wissner-Gross
Media/Ads43%
0.56manifold
2026-05-08
SEM_041
At least 100,000 personal AI robots will be preordered in 2025 (driven by speech/vision/dexterity advances).
Brett Adcock
Robotics42%
0.56
test-a(market prob: 42%)
manifold
2026-05-08
239_003
We are currently in AI hard takeoff
Elon Musk
AI47%
0.56manifold
2026-05-09
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.56manifold
2026-05-07
248_006
The Luna AI-managed store will be one of the best-managed stores in the world within a year.
Dave Blundin
AI46%
0.56manifold
2026-05-12
236_047
New emotional pandemic of fear and anger coming
Peter Diamandis
Macro/Economy55%
0.56manifold
2026-05-12
IND_017
Arrival of the 'AI CEO Billionaire' in 2026 — AI will automate knowledge work so effectively that a synthetic entity could run a billion-dollar enterprise autonomously. Dawn of 'Agentic Era' begins 2027, where autonomous AI agents seamlessly integrate ...
Peter Diamandis
Macro/Economy11%
0.56manifold
2026-05-13
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.56manifold
2026-05-13
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%
0.56manifold
2026-05-15
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.56manifold
2026-05-15
241_063
America needs to win AI race with smart immigration policy
Eric Schmidt
Geopolitics51%
0.56manifold
2026-05-16
248_038
We will see humanoid robot threats alongside the current Sam Altman backlash.
Salim Ismail
Robotics34%
0.56manifold
2026-05-16
232_014
Recursive self-improvement is already here, not 12 months away.
Alex Wissner-Gross
AI70%
0.56manifold
2026-05-16
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.56manifold
2026-05-18
243_042
Within-hour delivery of anything to home is focus going forward
Dara Khosrowshahi
Consumer51%
0.56manifold
2026-05-18
236_011
Independent/third party presidential run possible in 2028 election
Andrew Yang
Geopolitics46%
0.56manifold
2026-05-18
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%
0.56manifold
2026-05-29
246_025
Sam Altman predicts world-shaking cyber attack this year (2026).
Sam Altman
AI47%
0.56manifold
2026-05-28
S_MARS_2031PLUS
Mars uncrewed: 2031+ transfer window or further delay
mars_uncrewed_landing25%
0.56manifold
2026-05-26
229_001
Figure will put robots on its own manufacturing lines (BotQ) this year to build robots.
Brett Adcock
Robotics62%
0.56manifold
2026-05-25
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%
0.56manifold
2026-05-25
240_010
NVIDIA revenue will hit $350 billion this calendar year
Dave Blundin
Markets/Stocks50%
0.56manifold
2026-05-25
243_042
Within-hour delivery of anything to home is focus going forward
Dara Khosrowshahi
Consumer51%
0.56manifold
2026-05-24
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.56manifold
2026-05-31
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
2026-06-01
243_042
Within-hour delivery of anything to home is focus going forward
Dara Khosrowshahi
Consumer51%
0.56
Free Lottery (Blazar)(market prob: 78%)
manifold
2026-06-01
SEM_047
At 200,000-GPU scale, orchestration becomes a literal 'battle against entropy' — single cosmic-ray-flipped transistor can derail 100k-GPU training run.
Jimmy Ba
AI/Hardware71%
0.56manifold
2026-06-02
232_019
AI cannot be stopped; there's no mechanism to pause it.
Ben Horowitz
AI51%
0.56manifold
2026-06-01
235_030
Ray Kurzweil predicts Longevity Escape Velocity (LEV) by 2033.
Ray Kurzweil
Biotech/Longevity39%
0.56manifold
2026-06-03
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.56manifold
2026-06-03
234_012
Anthropic revenue will cross OpenAI revenue in middle of 2026
Peter Diamandis
Markets/Stocks67%
0.56manifold
2026-06-04
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
2026-06-04
229_025
Competitors that can match Figure's current capabilities are at least two years behind.
Brett Adcock
Robotics46%
0.56manifold
2026-06-05
TK14
Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
20%
0.56manifold
2026-06-05
241_048
AI/LLM will be the expression platform for student art, music, writing
Eric Schmidt
Education51%
0.56manifold
2026-06-05
247_042
Professional Robotics League first US match on April 19, 2026 in Boston
Alex Wissner-Gross
Robotics65%
0.56manifold
2026-06-05
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI40%
0.56manifold
2026-06-06
241_011
By end of 2026, no one will write code manually - it'll be a quaint skill
Peter Diamandis
Labor/Jobs47%