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 82 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
0.55manifold
2026-05-31
242_035
S&P will see massive reshuffling with huge winners; no company can project FCF beyond 5 years
Dave Blundin
Markets/Stocks50%
0.55manifold
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%
0.55manifold
2026-05-31
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%
0.55
Am I a brain in a vat?(market prob: 5%)
manifold
2026-06-01
238_043
A mouse will have a full brain uploaded in years, not decades; first human whole-brain emulation also years away
Alex Wissner-Gross
Biotech/Longevity42%
0.55manifold
2026-06-03
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.55manifold
2026-06-04
248_023
Ternary (sub-bit) parameter precision will be optimal for AI models.
Dave Blundin
AI50%
0.55manifold
2026-06-05
CMQ_010
True AGI requires genuine scientific-discovery capabilities (AlphaFold-class breakthroughs) — brute-force LLM scaling alone is insufficient.
Demis Hassabis
AI49%
0.55manifold
2026-06-06
247_006
Anthropic ARR will reach $100 billion by end of 2026
Peter Diamandis
AI50%
0.55manifold
2026-06-06
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
2026-06-07
S_MARS_2028
Mars uncrewed: 2028 transfer window (most likely first attempt)
mars_uncrewed_landing50%
0.55manifold
2026-06-08
246_031
Next OpenClaw moment will turn $30B ARR into $1T ARR with agents.
Alex Wissner-Gross
AI35%
0.55manifold
2026-06-09
246_015
Elon will launch Starship toward Mars this year (2026, cited from Elon).
Elon Musk
Space36%
0.55manifold
2026-06-09
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
2026-06-09
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.55
......MART.......(market prob: 97%)
manifold
2026-06-09
243_042
Within-hour delivery of anything to home is focus going forward
Dara Khosrowshahi
Consumer51%
0.55
......MART.......(market prob: 97%)
manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.55manifold
2026-06-09
241_011
By end of 2026, no one will write code manually - it'll be a quaint skill
Peter Diamandis
Labor/Jobs47%
0.55manifold
2026-06-09
241_011
By end of 2026, no one will write code manually - it'll be a quaint skill
Peter Diamandis
Labor/Jobs47%
0.55manifold
2026-06-08
234_017
OpenAI codex lead predicts current coding agents will seem primitive in 10 weeks
OpenAI Codex Lead
AI41%
0.55manifold
2026-06-11
248_007
We will see an explosion of AI-driven pop-up shops, retail venues, and malls orchestrated by AI.
Alex Wissner-Gross
AI37%
0.55manifold
2026-06-12
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.55manifold
2026-06-12
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.55manifold
2026-06-13
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
2026-06-15
247_042
Professional Robotics League first US match on April 19, 2026 in Boston
Alex Wissner-Gross
Robotics65%
0.55manifold
2026-06-15
248_038
We will see humanoid robot threats alongside the current Sam Altman backlash.
Salim Ismail
Robotics34%
0.55manifold
2026-06-14
INF_057
Helion will scale to 50 gigawatts of fusion-generated power to OpenAI by 2035 — equivalent to more than 7x Grand Coulee Dam output and roughly 1,000 Helion 50-MW reactors.
Sam Altman
Energy43%
0.55manifold
2026-06-16
237_008
App stores will go away; users won't download apps but instead generate software on demand from local models.
Alex Finn
Consumer41%
0.55manifold
2026-06-15
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.55manifold
2026-06-12
235_018
Single-person conglomerates with agents running businesses will be common in ~5 years.
Alex Wissner-Gross
Labor/Jobs39%
0.55manifold
2026-06-17
242_055
Activist investing will be disrupted by AI writing open letters to public firms
Alex Wissner-Gross
Markets/Stocks34%
0.55manifold
2026-06-17
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.55manifold
2026-06-18
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
2026-04-28
230_008
AI will bulk-solve math, physical sciences, engineering, medicine, and material sciences.
Alex Wissner-Gross
AI40%
0.55manifold
2026-04-26
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%
0.55manifold
2026-04-26
232_022
Triple-digit GDP growth is possible in the next 5 years due to AI.
Ben Horowitz
Macro/Economy42%
0.55manifold
2026-04-24
235_022
US will add a record 86 gigawatts of utility-scale capacity this coming year.
Peter Diamandis
Energy53%
0.55manifold
2026-04-30
247_042
Professional Robotics League first US match on April 19, 2026 in Boston
Alex Wissner-Gross
Robotics65%
0.55manifold
2026-04-25
231_038
TSMC fabs will come online in 5-6-7 years; Elon won't wait that long.
Dave Blundin
AI44%
0.55manifold
2026-05-01
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
2026-05-01
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%
0.55manifold
2026-05-03
S_AI_PAUSE_2027
AI pause beginning 2027
ai_regulatory_pause10%
0.55manifold
2026-05-04
S_IPO_TRILLION_2027
First $1T+ IPO in 2027
ipo_trillion_plus40%
0.55manifold
2026-05-04
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%
0.55manifold
2026-05-04
237_028
Abundance Summit will live-stream Eric Schmidt, Uber CEO Dara Khosrowshahi, and a WTF Moonshot podcast this year.
Peter Diamandis
Media/Ads78%
0.55manifold
2026-05-07
246_022
Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%).
PolyMarket
AI45%
0.55manifold
2026-05-05
COD_SPC_002
The next US crewed lunar surface landing occurs on Artemis IV in 2028
Codex Research Pack
Space22%
0.55manifold
2026-05-06
238_049
Archer Aviation plans to become operational in LA by 2028
Peter Diamandis
Auto/Transport55%
0.55manifold
2026-05-11
244_019
Peter's son won't need a driver's license in 2 years
Peter Diamandis
Auto/Transport48%
0.55manifold
2026-05-14
S_AGI_MID_2029
AGI mid: Kurzweil 2029 path
agi_general_capability35%
0.55manifold
2026-05-15
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%
0.55manifold
2026-05-16
238_016
Figure CEO Brett Adcock will appear at Abundance Summit next year (2027) with a Figure robot for Peter
Peter Diamandis
Robotics45%
0.55manifold
2026-05-17
238_061
Massive social unrest / trough in 2026-2027, rebound in 2028
Dave Blundin
Macro/Economy50%
0.55manifold
2026-05-17
238_047
US will add 86 GW of new grid capacity in 2026, 51% from solar
Emad Mostaque
Energy45%
0.55manifold
2026-05-17
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.55manifold
2026-05-16
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
2026-05-18
235_007
AI regulation window is this calendar year 2026 before chaos breaks out.
Dave Blundin
Geopolitics45%
0.55manifold
2026-05-18
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%
0.55
New fish species (market prob: 69%)
manifold
2026-05-19
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
2026-05-30
246_025
Sam Altman predicts world-shaking cyber attack this year (2026).
Sam Altman
AI47%
0.55manifold
2026-05-28
241_011
By end of 2026, no one will write code manually - it'll be a quaint skill
Peter Diamandis
Labor/Jobs47%
0.55manifold
2026-05-27
242_042
Trillion parameter models will propagate to anyone with $50-100M to invest
Dave Blundin
AI50%
0.55manifold
2026-05-27
246_022
Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%).
PolyMarket
AI45%
0.55manifold
2026-05-25
232_014
Recursive self-improvement is already here, not 12 months away.
Alex Wissner-Gross
AI70%
0.55manifold
2026-05-25
246_002
SpaceX 2026 revenue will double to $20 billion (from $16B in 2025).
Peter Diamandis
Markets/Stocks46%
0.55manifold
2026-05-25
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%
0.55manifold
2026-05-30
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%
0.55manifold
2026-05-29
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%
0.55manifold
2026-06-01
244_033
Uber will take big bets on adjacent fields, some will fail
Dara Khosrowshahi
Markets/Stocks51%
0.55manifold
2026-06-01
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%
0.55manifold
2026-06-02
248_038
We will see humanoid robot threats alongside the current Sam Altman backlash.
Salim Ismail
Robotics34%
0.55manifold
2026-06-02
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
2026-06-02
232_021
No chance AI will be paused in the next three years given current administration and China competition.
Dave Blundin
Geopolitics75%
0.55manifold
2026-06-02
CMQ_010
True AGI requires genuine scientific-discovery capabilities (AlphaFold-class breakthroughs) — brute-force LLM scaling alone is insufficient.
Demis Hassabis
AI49%
0.55manifold
2026-06-03
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.55manifold
2026-06-05
SPC_028
Ismail and Blundin forecast widespread corporate collapses in 2025-2026 for traditional institutions failing to integrate agentic models — massive job displacement of over 1.1 million knowledge workers as AI automates their roles.
Salim Ismail
Labor/Jobs37%
0.55manifold
2026-06-06
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.55manifold
2026-06-06
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%
0.55manifold
2026-06-04
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%
0.55manifold
2026-06-06
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%
0.55manifold
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%
0.55manifold
2026-06-08
238_068
Mark Pack Donovan to distribute 5% of wealth fund annually to 44 people (UBI-style pod)
Mark Pack Donovan
Macro/Economy43%
0.55manifold
2026-06-07
TK06
China-Taiwan Military Conflict
8%
0.55manifold
2026-06-08
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
2026-06-10
248_004
Launching 40,000 V3 Starlinks requires only 3 Starship launches per week over 3 years.
Peter Diamandis
Space58%
0.55manifold
2026-06-10
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%
0.55
Do you like 58% odds?(market prob: 59%)
manifold
2026-06-12
240_023
45% of dementia cases are entirely preventable
Dr. Don Mucalem
Biotech/Longevity49%
0.55manifold
2026-06-13
244_033
Uber will take big bets on adjacent fields, some will fail
Dara Khosrowshahi
Markets/Stocks51%
0.55manifold
2026-06-13
246_023
Grok 5 release ~20% probability for Q2 2026 per PolyMarket.
PolyMarket
AI43%
0.55manifold
2026-06-14
234_010
Whole battlefield will be controlled by whoever has the better AI very soon
Dave Blundin
Defense50%
0.55manifold
2026-06-14
COD_AI_003
EU AI Act GPAI enforcement powers begin on 2026-08-02 without a blanket delay
Codex Research Pack
Geopolitics40%
0.55manifold
2026-06-16
236_011
Independent/third party presidential run possible in 2028 election
Andrew Yang
Geopolitics46%
0.55manifold
2026-06-16
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%
0.55manifold
2026-06-16
S_AI_PAUSE_2028
AI pause beginning 2028
ai_regulatory_pause10%
0.55manifold
2026-06-17
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.55
Win by betting "yes"(market prob: 99%)
manifold
2026-06-16
239_026
Future will be very entertaining
Elon Musk
Other55%
0.55manifold
2026-06-18
234_004
Mistral will emerge as a vertically integrated European OpenAI
Alex Wissner-Gross
AI35%
0.55manifold
2026-06-18
239_003
We are currently in AI hard takeoff
Elon Musk
AI47%
0.55manifold
2026-04-29
SPC_028
Ismail and Blundin forecast widespread corporate collapses in 2025-2026 for traditional institutions failing to integrate agentic models — massive job displacement of over 1.1 million knowledge workers as AI automates their roles.
Salim Ismail
Labor/Jobs37%
0.55manifold
2026-04-29
234_001
India will be the next giant on the rise while China is on the decline
Salim Ismail
Geopolitics44%
0.55manifold
2026-04-29
240_050
US will pass law like China requiring retraining when AI automates a job
Dave Blundin
Labor/Jobs49%