Validations Queue

64,690 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 39 of 75, 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
0.60manifold
2026-05-05
COD_TECH_001
A16/N2-class TSMC process availability materially supports 2027 AI accelerator ramps
Codex Research Pack
Semis50%
0.60manifold
2026-05-04
242_006
Terafab will reach 70% of TSMC's output
Peter Diamandis
AI45%
0.60manifold
2026-05-07
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.60manifold
2026-05-08
COD_ROB_002
1X ships first paid NEO Early Access units to US homes in 2026
Codex Research Pack
Robotics31%
0.60manifold
2026-05-06
248_038
We will see humanoid robot threats alongside the current Sam Altman backlash.
Salim Ismail
Robotics34%
0.60manifold
2026-05-10
S_MARS_2031PLUS
Mars uncrewed: 2031+ transfer window or further delay
mars_uncrewed_landing25%
0.60manifold
2026-05-12
239_002
AI recursive self-improvement will be fully automated by end of 2026 or 2027 at latest
Elon Musk
AI44%
0.60manifold
2026-05-12
242_023
World will have 10x more wealth around 2034-2036
Dave Blundin
Macro/Economy34%
0.60manifold
2026-05-15
235_039
AI will enter government through procurement, defense, health, infrastructure benefits, overwhelming immune system.
Salim Ismail
Geopolitics42%
0.60manifold
2026-05-16
241_036
No frontier AI company will emerge in Russia due to war
Eric Schmidt
AI51%
0.60manifold
2026-05-16
FUT_012
Two-thirds of world's nations reaching tipping point 2026-2031 where building new renewable capacity is strictly cheaper than operating existing fully-depreciated coal/natural gas facilities — achieved completely independent of government subsidies. De...
Ramez Naam
Energy45%
0.60manifold
2026-05-17
238_023
Neural nets will be 100x bigger at end of 2026 than at beginning (already in the bag)
Dave Blundin
AI49%
0.60manifold
2026-05-17
241_011
By end of 2026, no one will write code manually - it'll be a quaint skill
Peter Diamandis
Labor/Jobs47%
0.60manifold
2026-05-17
FUT_019
Global market rapidly accelerates bio-industrial circumvention of fractured supply chains 2026-2031: combination of Webb agentic LAMs overseeing vast bio-reactors powered by sub-cent-per-kWh solar energy creates highly-localized completely-autonomous i...
Multi-Forecaster Synthesis
Biotech/Longevity31%
0.60manifold
2026-05-17
SEM_026
Nvidia's next 'Rubin' product cycle is the most critical factor for semi industry in coming year — further integrates logic + HBM.
Joseph Moore
Semis/Products71%
0.60manifold
2026-05-18
236_028
AI chatbot/AI romance trend growing unfortunately
Andrew Yang
Consumer51%
0.60manifold
2026-05-19
INF_001
Reaching AGI by 2027 will require deployment of hundreds of millions of AI GPUs — forcing total mobilization of US industrial capacity for semiconductor fab and data-center shell construction.
Leopold Aschenbrenner
AI48%
0.60manifold
2026-05-18
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.60manifold
2026-05-29
242_023
World will have 10x more wealth around 2034-2036
Dave Blundin
Macro/Economy34%
0.60manifold
2026-05-29
243_027
Joby end-to-end eVTOL service in Abu Dhabi launching end of 2026
Dara Khosrowshahi
Auto/Transport43%
0.60manifold
2026-05-27
235_008
Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months.
Alex Wissner-Gross
AI42%
0.60manifold
2026-05-31
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%
0.60manifold
2026-05-27
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%
0.60manifold
2026-06-01
235_006
By end of 2026 AI will enable creating any virus or nuclear weapon via AI agent.
Dave Blundin
AI50%
0.60manifold
2026-06-01
239_003
We are currently in AI hard takeoff
Elon Musk
AI47%
0.60manifold
2026-06-01
CMQ_004
AGI-like models matching or outperforming human experts across most professional domains could arrive as early as 2026-2027.
Dario Amodei
AI28%
0.60manifold
2026-06-02
246_004
SpaceX will come out at $2T and run up very quickly to $3T.
Peter Diamandis
Markets/Stocks50%
0.60manifold
2026-06-01
TK06
China-Taiwan Military Conflict
8%
0.60manifold
2026-06-01
241_011
By end of 2026, no one will write code manually - it'll be a quaint skill
Peter Diamandis
Labor/Jobs47%
0.60manifold
2026-06-01
242_035
S&P will see massive reshuffling with huge winners; no company can project FCF beyond 5 years
Dave Blundin
Markets/Stocks50%
0.60manifold
2026-06-03
242_007
Prediction markets favor $2T+ SpaceX IPO pricing in Terafab value
Prediction markets
Markets/Stocks45%
0.60manifold
2026-06-03
238_061
Massive social unrest / trough in 2026-2027, rebound in 2028
Dave Blundin
Macro/Economy50%
0.60manifold
2026-06-03
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%
0.60manifold
2026-06-01
247_001
xAI will IPO at $2 trillion valuation this coming summer
Peter Diamandis
AI42%
0.60manifold
2026-06-04
234_033
David Holz predicts 5 million humanoids can build Manhattan in 6 months
David Holz
Robotics23%
0.60manifold
2026-06-06
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.60manifold
2026-06-06
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.60manifold
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%
0.60manifold
2026-06-06
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.60manifold
2026-06-07
242_055
Activist investing will be disrupted by AI writing open letters to public firms
Alex Wissner-Gross
Markets/Stocks34%
0.60manifold
2026-06-08
IND_011
2024-2026 window represents 'AI's iPhone moment' — tech ecosystem moves rapidly beyond simple chatbots to living autonomous AI agents; this shift fundamentally breaks traditional SaaS business model, transitioning economy toward outcome-based pricing r...
Jason Calacanis
Macro/Economy58%
0.60manifold
2026-06-09
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.60manifold
2026-06-10
239_025
AI will solve back pain
Elon Musk
Biotech/Longevity46%
0.60manifold
2026-06-10
231_014
Remaining research math problems will be solved within next couple months.
Dave Blundin
AI50%
0.60manifold
2026-06-11
238_061
Massive social unrest / trough in 2026-2027, rebound in 2028
Dave Blundin
Macro/Economy50%
0.60manifold
2026-06-11
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.60manifold
2026-06-11
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI40%
0.60manifold
2026-06-12
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.60manifold
2026-06-12
234_036
Job displacement will be issue 6-10 not top 5 in 10 years; AI discoveries will dominate
Alex Wissner-Gross
Labor/Jobs29%
0.60manifold
2026-04-29
238_048
US must find 100 GW of new power or lose AI race to China (cited from Eric Schmidt)
Eric Schmidt
Geopolitics45%
0.60manifold
2026-04-25
CMQ_004
AGI-like models matching or outperforming human experts across most professional domains could arrive as early as 2026-2027.
Dario Amodei
AI28%
0.60manifold
2026-05-01
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.60manifold
2026-05-02
247_006
Anthropic ARR will reach $100 billion by end of 2026
Peter Diamandis
AI50%
0.60manifold
2026-05-04
COD_TECH_001
A16/N2-class TSMC process availability materially supports 2027 AI accelerator ramps
Codex Research Pack
Semis50%
0.60manifold
2026-05-04
INF_014
Data-center industry could emit up to 2.5 billion tons of CO2 cumulatively through 2030 if powered primarily by fossil fuels — a scale that materially delays global climate-pledge compliance.
Morgan Stanley
Energy42%
0.60manifold
2026-05-04
SEM_018
SMIC (China) projected at only 100,000 wafers/month of advanced-process capacity by 2026 — severe constraint forcing algorithmic bypasses.
SMIC (All-In Podcast analysis)
Semis47%
0.60manifold
2026-05-04
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.60manifold
2026-05-04
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.60manifold
2026-05-05
SEM_009
The AI boom rooted in semiconductor hardware will generate the world's first individual trillionaire (2026+).
Mark Cuban
Economy30%
0.60manifold
2026-05-05
S_AGI_MID_2029
AGI mid: Kurzweil 2029 path
agi_general_capability35%
0.60manifold
2026-05-05
242_006
Terafab will reach 70% of TSMC's output
Peter Diamandis
AI45%
0.60manifold
2026-05-05
S_AGI_MID_2029
AGI mid: Kurzweil 2029 path
agi_general_capability35%
0.60manifold
2026-05-04
SEM_041
At least 100,000 personal AI robots will be preordered in 2025 (driven by speech/vision/dexterity advances).
Brett Adcock
Robotics42%
0.60manifold
2026-05-06
INF_010
US data-center demand will reach 74 GW by 2028 against a projected ~49 GW power-access shortfall — structural gap driven by retiring coal/gas, aging grid, and ~7-year interconnection queues.
Morgan Stanley
Energy56%
0.60manifold
2026-05-07
229_026
By next year (2027), Figure expects to show real general purpose capability inside the robot; possibly within months.
Brett Adcock
Robotics38%
0.60manifold
2026-05-07
247_006
Anthropic ARR will reach $100 billion by end of 2026
Peter Diamandis
AI50%
0.60
will i get gold at amm 2026(market prob: 78%)
manifold
2026-05-07
233_009
A motivational learning bundle with video game designers will be released in 2026.
Joe Liemandt
Education36%
0.60manifold
2026-05-08
SEM_009
The AI boom rooted in semiconductor hardware will generate the world's first individual trillionaire (2026+).
Mark Cuban
Economy30%
0.60manifold
2026-05-09
AUT_024
H1 2026 will deliver a 'massive AI breakthrough' driven by unprecedented concentration of computational power at leading American laboratories — AI has been elevated from mere thematic investment to structural 'macro variable' akin to oil prices or int...
Morgan Stanley
AI49%
0.60manifold
2026-05-10
246_022
Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%).
PolyMarket
AI45%
0.60manifold
2026-05-11
241_042
Post-tragedy, global leaders (US, China) will convene on AI governance
Eric Schmidt
Geopolitics44%
0.60manifold
2026-05-11
TK10
$100T Sovereign Debt Crisis
12%
0.60manifold
2026-05-12
SEM_035
World-class, AI-based mathematicians will emerge within a single year (by ~early 2027).
Eric Schmidt
AI/Cognition45%
0.60manifold
2026-05-12
S_IPO_TRILLION_2027
First $1T+ IPO in 2027
ipo_trillion_plus40%
0.60manifold
2026-05-12
INF_048
Global data-center energy demand will reach approximately 945 Terawatt-hours by 2030 — a roughly 175% increase from 2023 levels — requiring complete grid overhauls in major markets.
IEA
Energy48%
0.60manifold
2026-05-13
230_040
AI capability/accuracy will improve recursively; output-checking issues will be eliminated quickly.
Peter Diamandis
AI50%
0.60manifold
2026-05-13
246_023
Grok 5 release ~20% probability for Q2 2026 per PolyMarket.
PolyMarket
AI43%
0.60manifold
2026-05-15
232_044
There will be police agents, defense agents, and public health agents monitoring rogue AI agents via defensive co-scaling.
Alex Wissner-Gross
AI42%
0.60manifold
2026-05-12
242_037
China will land on the moon before end of 2030
China (government)
Space46%
0.60manifold
2026-05-16
S_AI_PAUSE_2027
AI pause beginning 2027
ai_regulatory_pause10%
0.60manifold
2026-05-16
244_032
Uber will cash flow $10B this year (2026)
Dara Khosrowshahi
Markets/Stocks55%
0.60manifold
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%
0.60manifold
2026-05-17
238_005
By September 2026 there will be 1000+ ultra-high-inspirational-quality videos of the future generated nearly free
Alex Wissner-Gross
AI39%
0.60manifold
2026-05-17
241_048
AI/LLM will be the expression platform for student art, music, writing
Eric Schmidt
Education51%
0.60manifold
2026-05-17
242_035
S&P will see massive reshuffling with huge winners; no company can project FCF beyond 5 years
Dave Blundin
Markets/Stocks50%
0.60manifold
2026-05-17
246_032
Claude or successors will be granted limited form of AI personhood.
Alex Wissner-Gross
AI35%
0.60manifold
2026-05-16
SEM_025
Morgan Stanley price target $250 for Nvidia — representing 32% upside from current levels.
Joseph Moore
Capital Markets55%
0.60manifold
2026-05-18
235_008
Anthropic/OpenAI will be forced to release first-party OpenClaw competitor in next couple months.
Alex Wissner-Gross
AI42%
0.60manifold
2026-05-18
S_AI_PAUSE_2027
AI pause beginning 2027
ai_regulatory_pause10%
0.60manifold
2026-05-18
246_004
SpaceX will come out at $2T and run up very quickly to $3T.
Peter Diamandis
Markets/Stocks50%
0.60manifold
2026-05-18
SEM_023
No AI bubble — semiconductor positive trend will remain robust through 2026 with 'crystal clear' growth visibility into 2027.
Joseph Moore
Semis/Markets63%
0.60manifold
2026-05-19
235_006
By end of 2026 AI will enable creating any virus or nuclear weapon via AI agent.
Dave Blundin
AI50%
0.60manifold
2026-05-19
236_047
New emotional pandemic of fear and anger coming
Peter Diamandis
Macro/Economy55%
0.60manifold
2026-05-19
242_023
World will have 10x more wealth around 2034-2036
Dave Blundin
Macro/Economy34%
0.60manifold
2026-05-18
AUT_024
H1 2026 will deliver a 'massive AI breakthrough' driven by unprecedented concentration of computational power at leading American laboratories — AI has been elevated from mere thematic investment to structural 'macro variable' akin to oil prices or int...
Morgan Stanley
AI49%
0.60manifold
2026-05-18
SEM_032
15% probability that AI will solve a Clay Mathematics Institute Millennium Prize problem (likely Navier-Stokes) by end of 2026.
Alex Wissner-Gross
AI/Mathematics15%
0.60manifold
2026-05-30
S_ROBOTAXI_MASS_2030
Robotaxi >10% urban miles by Nov 2030
robotaxi_deployment30%
0.60manifold
2026-05-30
S_ROBOTAXI_MASS_2030
Robotaxi >10% urban miles by Nov 2030
robotaxi_deployment30%
0.60manifold
2026-05-28
241_008
AI research agents will be limited only by electricity, with potentially millions possible
Eric Schmidt
AI43%
0.60manifold
2026-05-27
FUT_012
Two-thirds of world's nations reaching tipping point 2026-2031 where building new renewable capacity is strictly cheaper than operating existing fully-depreciated coal/natural gas facilities — achieved completely independent of government subsidies. De...
Ramez Naam
Energy45%