Validations Queue

116,327 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 81 of 112, 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
0.58manifold
2026-06-08
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-06-09
237_029
AI agents can do productive tasks indefinitely, for days on end, fundamentally changing the AI experience.
Dave Blundin
AI47%
0.58manifold
2026-06-12
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%
0.58manifold
2026-06-12
248_048
AI models will move to a post-binary (sub-one-bit) numerical precision paradigm.
Alex Wissner-Gross
AI34%
0.58manifold
2026-06-13
FUT_001
Algorithmic systems (LLMs) will match the accuracy of the world's most elite human superforecasters by November 2026 per ForecastBench linear-extrapolation of current learning curves; 95% CI stretches Dec 2025 to Jan 2028. Validation metric: LLMs achie...
Superforecaster Community
AI43%
0.58manifold
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%
0.58manifold
2026-06-13
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.58manifold
2026-06-14
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%
0.58manifold
2026-06-15
237_029
AI agents can do productive tasks indefinitely, for days on end, fundamentally changing the AI experience.
Dave Blundin
AI47%
0.58manifold
2026-06-15
238_038
Compute will remain scarce until Dyson swarm is built; scarce AI agent attention will be monetized
Alex Wissner-Gross
AI35%
0.58manifold
2026-06-16
236_033
Pie will grow very quickly as AI does work of millions of humans in hours
Andrew Yang
AI55%
0.58manifold
2026-06-15
240_045
White House to disclose something about aliens/UAPs in the next few months (rumors of June/July/summer)
Alex Wissner-Gross
Geopolitics29%
0.58manifold
2026-06-17
COD_ROB_002
1X ships first paid NEO Early Access units to US homes in 2026
Codex Research Pack
Robotics27%
0.58manifold
2026-06-16
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-06-18
234_048
Next major revolutions in foundation models will come from small language models
Alex Wissner-Gross
AI41%
0.58manifold
2026-06-18
239_030
1000x current economy would saturate human desires
Elon Musk
Macro/Economy31%
0.58manifold
2026-06-17
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.58manifold
2026-06-19
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-06-19
FUT_015
Era of 'multipolarity without multilateralism' defining 2026-2031 per Eurasia Group + WEF Global Risks Report — power highly distributed among regional hegemons but international cooperation mechanisms (UN, WTO) functionally collapsed. Exacerbated by '...
Ian Bremmer
Geopolitics62%
0.58manifold
2026-06-19
234_041
50% probability fundamental physics could be solved in the next few years
Alex Wissner-Gross
Other39%
0.58manifold
2026-06-20
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-06-20
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-06-20
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-06-20
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
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%
0.58manifold
2026-06-21
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-06-21
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-06-23
243_002
Uber will be in 15 cities with autonomous partners by end of 2026
Dara Khosrowshahi
Auto/Transport71%
0.58manifold
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%
0.58manifold
2026-06-24
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.58manifold
2026-06-23
236_011
Independent/third party presidential run possible in 2028 election
Andrew Yang
Geopolitics46%
0.58manifold
2026-06-25
TK01
AGI Capability Plateau (2026-27 Training Stall)
15%
0.58manifold
2026-06-25
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%
0.58manifold
2026-06-23
239_004
xAI/Grok will catch up and exceed competitors on coding by mid-2026
Elon Musk
AI40%
0.58manifold
2026-06-23
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis83%
0.58manifold
2026-06-20
COD_SPC_002
The next US crewed lunar surface landing occurs on Artemis IV in 2028
Codex Research Pack
Space22%
0.58manifold
2026-06-26
232_052
Lowered interest rates will drive AI agent and robot purchases instead of hiring.
Peter Diamandis
Macro/Economy32%
0.58manifold
2026-06-26
SEM_030
S&P 500 roughly 10% upside in 2026 driven by AI productivity wave rolling through broader economy (not just megacap).
Mike Wilson
Capital Markets40%
0.58manifold
2026-06-26
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%
0.58manifold
2026-06-27
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-06-27
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-06-27
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-06-27
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-06-27
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-06-27
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-06-27
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-06-27
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-06-27
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-06-27
COD_ROB_002
1X ships first paid NEO Early Access units to US homes in 2026
Codex Research Pack
Robotics27%
0.58manifold
2026-06-28
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-06-28
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-06-28
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-06-28
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-06-28
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-06-28
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-06-28
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-06-28
248_050
Opus 4.7 removes manual dials; prompts become the new hyperparameters.
Alex Wissner-Gross
AI45%
0.58manifold
2026-06-29
230_044
Unrest/civil unrest will materialize; tech AI leaders will face security threats and death threats.
Peter Diamandis
Geopolitics51%
0.58manifold
2026-06-29
231_045
Corporations will start downplaying AI capabilities to avoid antitrust backlash.
Dave Blundin
AI41%
0.58manifold
2026-06-29
AI_003
AI-native companies are currently compressing what traditionally took a decade to reach $100 million in Annual Recurring Revenue (ARR) into just 12-24 months — an unprecedented monetization velocity.
Dario Amodei
Macro/Economy52%
0.58manifold
2026-06-28
S_IPO_TRILLION_2027
First $1T+ IPO in 2027
ipo_trillion_plus40%
0.58manifold
2026-06-30
238_020
Math field is 'cooked' — AI will solve research-level mathematics (first open hard math problem imminently)
Alex Wissner-Gross
AI61%
0.58manifold
2026-06-30
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.58manifold
2026-06-30
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-07-01
246_039
Autonomous vehicles/flying cars coming by 2028.
Peter Diamandis
Auto/Transport22%
0.58manifold
2026-07-01
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-07-01
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-07-01
234_034
Andrew Yang predicts 20-50% of 70M US white collar workers could be displaced in 1-2 years
Andrew Yang
Labor/Jobs45%
0.58manifold
2026-07-01
243_027
Joby end-to-end eVTOL service in Abu Dhabi launching end of 2026
Dara Khosrowshahi
Auto/Transport43%
0.58manifold
2026-06-30
234_019
Expect big AI capability improvements via recursive self-improvement over next few weeks
Alex Wissner-Gross
AI24%
0.58manifold
2026-07-02
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-07-02
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-07-02
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-07-03
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-07-04
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-07-04
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-07-04
242_023
World will have 10x more wealth around 2034-2036
Dave Blundin
Macro/Economy34%
0.58manifold
2026-07-05
242_023
World will have 10x more wealth around 2034-2036
Dave Blundin
Macro/Economy34%
0.58manifold
2026-07-05
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-07-06
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-07-07
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI20%
0.58manifold
2026-07-07
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-07-06
235_005
AI capability will grow 100x this year in raw parameter count as lower bound.
Dave Blundin
AI49%
0.58manifold
2026-07-08
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.58manifold
2026-07-08
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%
0.58manifold
2026-07-08
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%
0.58manifold
2026-07-08
SPC_023
Altman's specific chronological roadmap: 2030 'wildly abundant' intelligence + energy (unlocked via AI + Helion fusion 2028) → 2034 humanity mathematically cracks high-energy physics → 2035 space colonization begins in earnest → 2036 commercial brain-c...
Sam Altman
AI18%
0.58manifold
2026-04-29
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%
0.58manifold
2026-04-28
248_027
Religion economy (~$5 trillion) will grow tremendously due to AI chaos.
Dave Blundin
Other39%
0.58manifold
2026-04-28
235_023
Eric Schmidt said AI will require 100 gigawatts by 2029, called it a crisis.
Eric Schmidt
Energy48%
0.58manifold
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%
0.58manifold
2026-04-26
FUT_004
Rapid ascension and enterprise dominance of Large Action Models (LAMs) by 2026-2031 — LLM as primary digital interface becomes obsolete; LAMs observe complex behavioral patterns, internalize multi-step business processes, predict physical-robot mainten...
Amy Webb
AI62%
0.58manifold
2026-04-25
246_004
SpaceX will come out at $2T and run up very quickly to $3T.
Peter Diamandis
Markets/Stocks50%
0.58manifold
2026-04-24
241_041
Biological and nuclear attacks spawned by AI are real dangers
Eric Schmidt
AI39%
0.58manifold
2026-04-30
248_027
Religion economy (~$5 trillion) will grow tremendously due to AI chaos.
Dave Blundin
Other39%
0.58manifold
2026-05-01
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.58manifold
2026-05-01
231_016
Permissionless agent activity is imminent; Claude-style approval prompts will go away.
Alex Wissner-Gross
AI41%
0.58manifold
2026-05-01
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.58manifold
2026-05-02
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.58manifold
2026-05-01
237_010
In the next 2 years, everyone's AI agent will have a crypto wallet filled with USDC.
Alex Finn
Crypto33%