Validations Queue

83,930 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 164 of 179, 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
2026-06-17
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.56manifold
2026-06-16
231_010
China has peaked and is going to be on descent.
Salim Ismail
Geopolitics44%
0.56manifold
2026-06-18
229_020
By end of 2026, Figure will be able to drop a robot into an unseen home and do fairly long-horizon work.
Brett Adcock
Robotics20%
0.56manifold
2026-06-19
231_010
China has peaked and is going to be on descent.
Salim Ismail
Geopolitics44%
0.56manifold
2026-06-19
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
2026-06-18
240_045
White House to disclose something about aliens/UAPs in the next few months (rumors of June/July/summer)
Alex Wissner-Gross
Geopolitics39%
0.56manifold
2026-06-20
234_001
India will be the next giant on the rise while China is on the decline
Salim Ismail
Geopolitics44%
0.56manifold
2026-06-22
229_020
By end of 2026, Figure will be able to drop a robot into an unseen home and do fairly long-horizon work.
Brett Adcock
Robotics20%
0.56manifold
2026-06-22
AI_037
EU AI Act compliance will become a first-class enterprise priority — Anthropic among first frontier labs positioning proactive regulatory governance as a competitive differentiator against hyperscaler peers.
Daniella Amodei
Geopolitics60%
0.56manifold
2026-06-22
242_035
S&P will see massive reshuffling with huge winners; no company can project FCF beyond 5 years
Dave Blundin
Markets/Stocks50%
0.56manifold
2026-06-22
234_001
India will be the next giant on the rise while China is on the decline
Salim Ismail
Geopolitics44%
0.56manifold
2026-06-22
242_005
Starship launch cadence will reach one every 5.3 minutes (274/day)
Peter Diamandis
Space49%
0.56manifold
2026-06-22
232_006
YouTube will win from AI video content proliferation as everyone produces resonant content.
Peter Diamandis
Media/Ads51%
0.56manifold
2026-06-20
234_026
AI rent-a-human service feature of scoring humor/visuals will be gone in months
Alex Wissner-Gross
AI40%
0.56manifold
2026-04-29
242_034
AI could compress S&P 500 equity valuations 2-7x free cash flow (down from 22x)
Chamath Palihapitiya
Markets/Stocks38%
0.56manifold
2026-04-28
236_011
Independent/third party presidential run possible in 2028 election
Andrew Yang
Geopolitics46%
0.56manifold
2026-04-27
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%
0.56manifold
2026-04-27
235_032
Elon Musk predicted Optimus will be your surgeon in 3 years.
Elon Musk
Robotics16%
0.56manifold
2026-04-27
229_020
By end of 2026, Figure will be able to drop a robot into an unseen home and do fairly long-horizon work.
Brett Adcock
Robotics20%
0.56manifold
2026-04-26
S_GRID_50GW_2027
50GW dedicated AI/data center grid by Dec 2027
energy_grid_expansion40%
0.56manifold
2026-04-26
233_007
In 2026, Alpha will launch new schools beyond the flagship model based on the Timeback platform.
Joe Liemandt
Education51%
0.56manifold
2026-04-26
233_009
A motivational learning bundle with video game designers will be released in 2026.
Joe Liemandt
Education36%
0.56manifold
2026-04-26
231_025
Every frontier lab will launch 24/7 agent offerings (table stakes).
Alex Wissner-Gross
AI41%
0.56
Will pine sell out to CS?(market prob: 77%)
manifold
2026-04-25
247_001
xAI will IPO at $2 trillion valuation this coming summer
Peter Diamandis
AI42%
0.56manifold
2026-04-24
238_047
US will add 86 GW of new grid capacity in 2026, 51% from solar
Emad Mostaque
Energy45%
0.56manifold
2026-04-30
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/Economy31%
0.56manifold
2026-04-30
232_019
AI cannot be stopped; there's no mechanism to pause it.
Ben Horowitz
AI51%
0.56manifold
2026-04-30
248_050
Opus 4.7 removes manual dials; prompts become the new hyperparameters.
Alex Wissner-Gross
AI45%
0.56manifold
2026-05-01
235_008
Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months.
Alex Wissner-Gross
AI42%
0.56manifold
2026-05-01
232_014
Recursive self-improvement is already here, not 12 months away.
Alex Wissner-Gross
AI70%
0.56manifold
2026-05-01
234_019
Expect big AI capability improvements via recursive self-improvement over next few weeks
Alex Wissner-Gross
AI39%
0.56manifold
2026-05-01
238_009
Recursive self-improvement is already happening now (no longer three years out)
Alex Wissner-Gross
AI78%
0.56manifold
2026-05-03
238_010
AI takeoff/inflection is happening now
Emad Mostaque
AI66%
0.56manifold
2026-05-04
231_011
The country that trains its next generation on AI wins the entire talent war.
Peter Diamandis
Geopolitics55%
0.56manifold
2026-05-03
229_020
By end of 2026, Figure will be able to drop a robot into an unseen home and do fairly long-horizon work.
Brett Adcock
Robotics20%
0.56manifold
2026-05-04
235_008
Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months.
Alex Wissner-Gross
AI42%
0.56manifold
2026-05-05
236_003
Jobs will get whisked away in many firms in 2026
Andrew Yang
Labor/Jobs49%
0.56manifold
2026-05-08
243_005
There will be many many winners in the autonomous space
Dara Khosrowshahi
Auto/Transport47%
0.56manifold
2026-05-10
229_020
By end of 2026, Figure will be able to drop a robot into an unseen home and do fairly long-horizon work.
Brett Adcock
Robotics20%
0.56manifold
2026-05-10
240_001
NVIDIA to reach at least $1 trillion in bookings/revenue through 2027
Jensen Huang
Markets/Stocks78%
0.56manifold
2026-05-12
232_021
No chance AI will be paused in the next three years given current administration and China competition.
Dave Blundin
Geopolitics75%
0.56manifold
2026-05-12
CMQ_008
Rapid agentic automation of white-collar work could precipitate an employment crisis requiring entirely new tax structures to manage displacement.
Dario Amodei
Labor/Jobs41%
0.56manifold
2026-05-11
229_020
By end of 2026, Figure will be able to drop a robot into an unseen home and do fairly long-horizon work.
Brett Adcock
Robotics20%
0.56manifold
2026-05-12
CMQ_061
Cuban proposed issuance of a US government-backed memecoin specifically to help reduce the United States' ~$37 trillion national debt.
Mark Cuban
Crypto4%
0.56manifold
2026-05-14
232_034
Apple owning an open-weight LLM hosting strategy would be the single best product strategy for their hardware.
Ben Horowitz
AI46%
0.56manifold
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%
0.56manifold
2026-05-16
246_025
Sam Altman predicts world-shaking cyber attack this year (2026).
Sam Altman
AI47%
0.56manifold
2026-05-16
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
2026-05-17
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
2026-05-17
246_022
Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%).
PolyMarket
AI45%