Validations Queue

75,032 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 58 of 83, 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
2026-06-02
247_053
AI's largest risk to Bitcoin is irrelevance via AI agents not using it
Alex Wissner-Gross
Crypto38%
0.58manifold
2026-06-02
238_058
Abundance X-Prize to deliver housing, food, energy, connectivity for $250/month in 6-7 years
Salim Ismail
Macro/Economy33%
0.58manifold
2026-06-01
241_021
America can raise $5 trillion over 5 years for data center/AI buildout
Eric Schmidt
Markets/Stocks47%
0.58manifold
2026-06-04
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.58manifold
2026-06-04
248_023
Ternary (sub-bit) parameter precision will be optimal for AI models.
Dave Blundin
AI50%
0.58manifold
2026-06-04
244_024
Hopes society will adjust as work is augmented and new work shows up
Dara Khosrowshahi
Labor/Jobs42%
0.58manifold
2026-06-05
246_022
Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%).
PolyMarket
AI45%
0.58manifold
2026-06-05
239_004
xAI/Grok will catch up and exceed competitors on coding by mid-2026
Elon Musk
AI40%
0.58
Do you like 42% odds?(market prob: 42%)
manifold
2026-06-06
234_041
50% probability fundamental physics could be solved in the next few years
Alex Wissner-Gross
Other39%
0.58manifold
2026-06-09
246_025
Sam Altman predicts world-shaking cyber attack this year (2026).
Sam Altman
AI47%
0.58
......MART.......(market prob: 97%)
manifold
2026-06-09
243_041
Delivery/retail (non-food) business growing much faster than expected
Dara Khosrowshahi
Consumer48%
0.58manifold
2026-06-13
231_015
Next Deep Seek model release will be when Chinese open-weight models catch up to American frontier models.
Alex Wissner-Gross
AI34%
0.58manifold
2026-06-13
CYB_029
Corporate API providers will increasingly restrict third-party agent harnesses (exemplified by Anthropic's April 2026 ban of OpenClaw) — this structural conflict highlights the precarious nature of building autonomous enterprises atop proprietary APIs,...
Anthropic
AI80%
0.58manifold
2026-06-15
247_058
Jury selection begins April 27, 2026 for Musk v OpenAI trial
Peter Diamandis
AI71%
0.58manifold
2026-06-14
243_043
Tesla Cybercab priced around $30K vs Waymo cars around $150K
Peter Diamandis
Auto/Transport51%
0.58manifold
2026-06-14
SEM_025
Morgan Stanley price target $250 for Nvidia — representing 32% upside from current levels.
Joseph Moore
Capital Markets55%
0.58manifold
2026-06-14
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.58manifold
2026-06-16
236_017
Rampant social unrest will occur during 2-year window if nothing is done quickly
Dave Blundin
Macro/Economy50%
0.58manifold
2026-06-16
239_004
xAI/Grok will catch up and exceed competitors on coding by mid-2026
Elon Musk
AI40%
0.58manifold
2026-04-27
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.58manifold
2026-04-27
234_019
Expect big AI capability improvements via recursive self-improvement over next few weeks
Alex Wissner-Gross
AI39%
0.58manifold
2026-04-24
230_044
Unrest/civil unrest will materialize; tech AI leaders will face security threats and death threats.
Peter Diamandis
Geopolitics51%
0.58manifold
2026-04-23
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%
0.58
VALVE?!(market prob: 4%)
manifold
2026-04-23
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.58manifold
2026-04-27
FUT_016
Next 5 years (2026-2030) require individuals + organizations to adopt 'FLUX' superpowers — ability to transform constant uncertainty into strategic advantage. Traditional linear career paths dissolve entirely by 2030, replaced by fluid portfolio-based ...
April Rinne
Labor/Jobs44%
0.58manifold
2026-05-02
AUT_007
2026 US GDP growth 5% to 6.2% driven directly by AI productivity — citing massive productivity increases unlocked by enterprise AI integration as primary catalyst. Traditional enterprise SaaS 'maintenance and migration' revenue models structurally coll...
Chamath Palihapitiya
Macro/Economy13%
0.58manifold
2026-05-02
238_061
Massive social unrest / trough in 2026-2027, rebound in 2028
Dave Blundin
Macro/Economy50%
0.58manifold
2026-05-02
241_011
By end of 2026, no one will write code manually - it'll be a quaint skill
Peter Diamandis
Labor/Jobs47%
0.58manifold
2026-05-03
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%
0.58manifold
2026-05-04
CMQ_020
Nearly $2.5 trillion of AI-related infrastructure investment will flow through the global economy by 2028; >80% of that spending is still ahead of the market as of early 2026.
Morgan Stanley
Macro/Economy67%
0.58manifold
2026-05-04
AUT_007
2026 US GDP growth 5% to 6.2% driven directly by AI productivity — citing massive productivity increases unlocked by enterprise AI integration as primary catalyst. Traditional enterprise SaaS 'maintenance and migration' revenue models structurally coll...
Chamath Palihapitiya
Macro/Economy13%
0.58manifold
2026-05-04
SEM_023
No AI bubble — semiconductor positive trend will remain robust through 2026 with 'crystal clear' growth visibility into 2027.
Joseph Moore
Semis/Markets63%
0.58manifold
2026-05-04
243_032
Uber business growing at >20% and audience growing at ~20%
Dara Khosrowshahi
Markets/Stocks48%
0.58manifold
2026-05-03
234_019
Expect big AI capability improvements via recursive self-improvement over next few weeks
Alex Wissner-Gross
AI39%
0.58manifold
2026-05-05
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.58manifold
2026-05-06
240_034
Morgan Stanley forecasts 13-40GW data center power shortfall through 2028
Morgan Stanley
Energy47%
0.58manifold
2026-05-07
238_005
By September 2026 there will be 1000+ ultra-high-inspirational-quality videos of the future generated nearly free
Alex Wissner-Gross
AI39%
0.58manifold
2026-05-07
SEM_038
Digital superintelligence (smarter than any human at anything) will arrive as early as 2025 or 2026.
Elon Musk
AI/AGI19%
0.58manifold
2026-05-07
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.58manifold
2026-05-07
IND_009
Artificial Superintelligence arrives by roughly 2030 — shortly thereafter all human illnesses will be cured 'much sooner than we think'; mechanism: AI not just predicting protein structures but generating novel biological designs revolutionizing drug d...
Demis Hassabis
Biotech/Longevity19%
0.58manifold
2026-05-07
239_004
xAI/Grok will catch up and exceed competitors on coding by mid-2026
Elon Musk
AI40%
0.58manifold
2026-05-07
239_004
xAI/Grok will catch up and exceed competitors on coding by mid-2026
Elon Musk
AI40%
0.58
Free Lottery (GRB 170817A)(market prob: 17%)
manifold
2026-05-07
246_023
Grok 5 release ~20% probability for Q2 2026 per PolyMarket.
PolyMarket
AI43%
0.58manifold
2026-05-08
S_RECESSION_2026
NBER recession declared 2026
macro_recession20%
0.58manifold
2026-05-11
248_014
If China leapfrogs the West algorithmically, the open/closed publication equilibrium will flip.
Alex Wissner-Gross
AI32%
0.58manifold
2026-05-11
247_004
Musk v. OpenAI case will set precedent for all future nonprofit-to-for-profit conversions
Dave Blundin
AI45%
0.58manifold
2026-05-11
238_009
Recursive self-improvement is already happening now (no longer three years out)
Alex Wissner-Gross
AI78%
0.58manifold
2026-05-11
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.58manifold
2026-05-11
247_018
First version of social contract will be politicians writing checks in next election
Dave Blundin
Macro/Economy46%
0.58manifold
2026-05-11
238_040
Google may announce a locally hosted Gemma-type model at WWDC in June 2026 for Apple OS
Alex Wissner-Gross
AI34%
0.58manifold
2026-05-10
234_019
Expect big AI capability improvements via recursive self-improvement over next few weeks
Alex Wissner-Gross
AI39%
0.58manifold
2026-05-12
248_040
Pausing AI will fail and only accelerate race dynamics.
Alex Wissner-Gross
AI53%
0.58manifold
2026-05-12
242_058
Cybercab owners will generate revenue via autonomous ridesharing fleets
Peter Diamandis
Auto/Transport51%
0.58manifold
2026-05-15
S_GRID_50GW_2027
50GW dedicated AI/data center grid by Dec 2027
energy_grid_expansion40%
0.58manifold
2026-05-16
236_047
New emotional pandemic of fear and anger coming
Peter Diamandis
Macro/Economy55%
0.58manifold
2026-05-17
232_019
AI cannot be stopped; there's no mechanism to pause it.
Ben Horowitz
AI51%
0.58manifold
2026-05-18
235_002
Anthropic will exceed OpenAI in revenue this year (2026).
Dave Blundin
AI75%
0.58manifold
2026-05-19
SEM_041
At least 100,000 personal AI robots will be preordered in 2025 (driven by speech/vision/dexterity advances).
Brett Adcock
Robotics42%
0.58manifold
2026-05-19
TK05
Rate Regime Persistence (10y > 5% through 2028)
30%
0.58manifold
2026-05-18
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.58manifold
2026-05-30
COD_TECH_001
A16/N2-class TSMC process availability materially supports 2027 AI accelerator ramps
Codex Research Pack
Semis50%
0.58manifold
2026-05-27
234_012
Anthropic revenue will cross OpenAI revenue in middle of 2026
Peter Diamandis
Markets/Stocks67%
0.58manifold
2026-05-25
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
2026-05-24
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%
0.58manifold
2026-05-31
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.58manifold
2026-05-31
244_032
Uber will cash flow $10B this year (2026)
Dara Khosrowshahi
Markets/Stocks55%
0.58manifold
2026-05-31
230_008
AI will bulk-solve math, physical sciences, engineering, medicine, and material sciences.
Alex Wissner-Gross
AI40%
0.58manifold
2026-05-31
INF_026
'Software 3.0' LLM infrastructure will operate like public utilities — requiring massive upfront capex (training compute, specialized hardware), specialized networking protocols for synchrony across hundreds of thousands of GPUs, and flawless uninterru...
Andrej Karpathy
AI70%
0.58manifold
2026-06-01
234_019
Expect big AI capability improvements via recursive self-improvement over next few weeks
Alex Wissner-Gross
AI39%
0.58manifold
2026-06-01
242_034
AI could compress S&P 500 equity valuations 2-7x free cash flow (down from 22x)
Chamath Palihapitiya
Markets/Stocks38%
0.58manifold
2026-06-01
SEM_039
Block unveiled proprietary Bitcoin mining ASIC at 709 Terahashes/second (TH/s) — leading indicator for eventual AI inference ASIC trajectory.
Jack Dorsey
Semis/ASICs83%
0.58manifold
2026-06-02
240_034
Morgan Stanley forecasts 13-40GW data center power shortfall through 2028
Morgan Stanley
Energy47%
0.58manifold
2026-06-04
247_006
Anthropic ARR will reach $100 billion by end of 2026
Peter Diamandis
AI50%
0.58manifold
2026-06-05
CMQ_060
Bitcoin will reach $21 million per coin by 2046 — driven by unprecedented political, regulatory, and policy shifts in the US.
Michael Saylor
Crypto20%
0.58manifold
2026-06-08
242_055
Activist investing will be disrupted by AI writing open letters to public firms
Alex Wissner-Gross
Markets/Stocks34%
0.58manifold
2026-06-08
238_015
Brent Bornick/1X to ship Peter a humanoid robot this summer (2026)
Brent Bornick
Robotics42%
0.58manifold
2026-06-09
231_008
AI discoveries of past errors will topple some Nobel prizes.
Peter Diamandis
AI50%
0.58manifold
2026-06-09
COD_SPC_002
The next US crewed lunar surface landing occurs on Artemis IV in 2028
Codex Research Pack
Space22%
0.58manifold
2026-06-09
248_050
Opus 4.7 removes manual dials; prompts become the new hyperparameters.
Alex Wissner-Gross
AI45%
0.58manifold
2026-06-09
232_014
Recursive self-improvement is already here, not 12 months away.
Alex Wissner-Gross
AI70%
0.58manifold
2026-06-09
234_019
Expect big AI capability improvements via recursive self-improvement over next few weeks
Alex Wissner-Gross
AI39%
0.58manifold
2026-06-11
SPC_012
SpaceX will perfect orbital refueling architectures by 2027 — the critical prerequisite for future Mars missions, enabling Starship depot-based beyond-LEO operations.
Peter Diamandis
Space41%
0.58manifold
2026-06-14
246_015
Elon will launch Starship toward Mars this year (2026, cited from Elon).
Elon Musk
Space36%
0.58manifold
2026-06-15
234_019
Expect big AI capability improvements via recursive self-improvement over next few weeks
Alex Wissner-Gross
AI39%
0.58manifold
2026-06-15
231_019
Feynman Grand Prize for nanotech (Drexlerian assemblers) could be solved in next 2-3 years.
Alex Wissner-Gross
Other39%
0.58manifold
2026-06-15
234_026
AI rent-a-human service feature of scoring humor/visuals will be gone in months
Alex Wissner-Gross
AI40%
0.58manifold
2026-06-14
233_009
A motivational learning bundle with video game designers will be released in 2026.
Joe Liemandt
Education36%
0.58manifold
2026-06-14
235_006
By end of 2026 AI will enable creating any virus or nuclear weapon via AI agent.
Dave Blundin
AI50%
0.58manifold
2026-06-15
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
2026-06-15
246_004
SpaceX will come out at $2T and run up very quickly to $3T.
Peter Diamandis
Markets/Stocks50%
0.58manifold
2026-06-18
248_027
Religion economy (~$5 trillion) will grow tremendously due to AI chaos.
Dave Blundin
Other39%
0.58manifold
2026-04-27
239_004
xAI/Grok will catch up and exceed competitors on coding by mid-2026
Elon Musk
AI40%
0.58manifold
2026-04-26
243_042
Within-hour delivery of anything to home is focus going forward
Dara Khosrowshahi
Consumer51%
0.58manifold
2026-04-26
240_016
Everyone is underestimating the next year of AI improvements (more than 2x gain)
Dave Blundin
AI50%
0.58manifold
2026-04-24
236_011
Independent/third party presidential run possible in 2028 election
Andrew Yang
Geopolitics46%
0.58manifold
2026-04-23
247_018
First version of social contract will be politicians writing checks in next election
Dave Blundin
Macro/Economy46%
0.58manifold
2026-05-01
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.58manifold
2026-05-02
246_021
GPT-5.5 Spud will be released imminently (within days).
Alex Wissner-Gross
AI38%
0.58manifold
2026-05-03
243_042
Within-hour delivery of anything to home is focus going forward
Dara Khosrowshahi
Consumer51%
0.58manifold
2026-05-04
244_026
Uber platform will grow from 10M to 20M people by 2035
Dara Khosrowshahi
Labor/Jobs46%