Validations Queue

78,926 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 97 of 171, 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.

Pending (total)
78,926
Reviewed
13
Filtered
8,505
page 97 / 171
Showing on page
50

Filters

URL params control source + min-similarity threshold
Page size

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.

Source0 selected · 0 visible
Bulk action
SimDocSourcePredDomainPrior
0.59manifold
2026-06-10
238_020
Math field is 'cooked' — AI will solve research-level mathematics (first open hard math problem imminently)
Alex Wissner-Gross
AI61%
0.59manifold
2026-06-09
238_005
By September 2026 there will be 1000+ ultra-high-inspirational-quality videos of the future generated nearly free
Alex Wissner-Gross
AI39%
0.59manifold
2026-06-11
242_033
Companies will race to 80% token spend / 20% salary; good by 2030-2032
Dave Blundin
Labor/Jobs49%
0.59manifold
2026-06-11
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%
0.59manifold
2026-06-11
236_011
Independent/third party presidential run possible in 2028 election
Andrew Yang
Geopolitics46%
0.59manifold
2026-06-14
TK03
AI Regulatory Moratorium (EU/US Capability Freeze)
10%
0.59manifold
2026-06-17
234_026
AI rent-a-human service feature of scoring humor/visuals will be gone in months
Alex Wissner-Gross
AI40%
0.59manifold
2026-06-17
236_040
CEO will be last to go in AI wave of automation
Andrew Yang
Labor/Jobs42%
0.59manifold
2026-06-17
240_004
A new repo from 2027 will go from zero to a billion stars in 5 minutes
Alex Wissner-Gross
AI36%
0.59manifold
2026-06-17
COD_SPC_001
Artemis III flies as an Earth-orbit HLS/EVA suit test mission in 2027, not a lunar landing
Codex Research Pack
Space44%
0.59manifold
2026-06-16
231_047
Solving physics with AI has very high likelihood in next 2 years.
Alex Wissner-Gross
AI43%
0.59manifold
2026-06-18
TK10
$100T Sovereign Debt Crisis
12%
0.59manifold
2026-06-20
233_003
Any student is capable of reaching 99th percentile in reading, writing, math, and science with mastery-based tutoring.
MacKenzie Price
Education39%
0.59manifold
2026-06-19
CMQ_034
HBM will remain in structural shortage through at least 2027 — shortage extends multi-year despite aggressive fab expansion.
Morgan Stanley
Semis/Memory84%
0.59manifold
2026-06-17
235_025
Nvidia's margins unsustainable; cracks in armor but all chips made will sell.
Dave Blundin
Markets/Stocks45%
0.59manifold
2026-04-29
243_028
Joby eVTOL service hopefully coming to US sometime next year (2027)
Dara Khosrowshahi
Auto/Transport41%
0.59manifold
2026-04-29
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.59manifold
2026-04-28
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%
0.59manifold
2026-04-28
240_045
White House to disclose something about aliens/UAPs in the next few months (rumors of June/July/summer)
Alex Wissner-Gross
Geopolitics39%
0.59manifold
2026-04-27
241_011
By end of 2026, no one will write code manually - it'll be a quaint skill
Peter Diamandis
Labor/Jobs47%
0.59manifold
2026-04-26
230_025
The next 18 months to 2 years will set the rules for the next century.
Peter Diamandis
AI52%
0.59manifold
2026-04-25
234_017
OpenAI codex lead predicts current coding agents will seem primitive in 10 weeks
OpenAI Codex Lead
AI41%
0.59manifold
2026-04-25
240_045
White House to disclose something about aliens/UAPs in the next few months (rumors of June/July/summer)
Alex Wissner-Gross
Geopolitics39%
0.59manifold
2026-04-24
246_046
Real estate, organizational structures, and minerals/mining will retain value over 5 years.
Peter Diamandis
Real Estate50%
0.59manifold
2026-04-29
232_014
Recursive self-improvement is already here, not 12 months away.
Alex Wissner-Gross
AI70%
0.59manifold
2026-04-29
234_011
Pentagon pressure on frontier labs to shape cultural values will increase
Alex Wissner-Gross
Defense39%
0.59manifold
2026-04-29
235_005
AI capability will grow 100x this year in raw parameter count as lower bound.
Dave Blundin
AI49%
0.59manifold
2026-04-29
SEM_045
Traditional corporate structures will move rapidly toward AI-native operating models by 2026 — forcing total organizational transformations.
Salim Ismail
Economy/Org54%
0.59manifold
2026-05-03
S_AI_PAUSE_2027
AI pause beginning 2027
ai_regulatory_pause10%
0.59manifold
2026-05-04
238_047
US will add 86 GW of new grid capacity in 2026, 51% from solar
Emad Mostaque
Energy45%
0.59manifold
2026-05-04
240_034
Morgan Stanley forecasts 13-40GW data center power shortfall through 2028
Morgan Stanley
Energy47%
0.59manifold
2026-05-04
247_007
Anthropic ARR will reach $1 trillion by end of 2027
Peter Diamandis
AI50%
0.59manifold
2026-05-04
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%
0.59manifold
2026-05-04
247_007
Anthropic ARR will reach $1 trillion by end of 2027
Peter Diamandis
AI50%
0.59manifold
2026-05-05
246_023
Grok 5 release ~20% probability for Q2 2026 per PolyMarket.
PolyMarket
AI43%
0.59manifold
2026-05-05
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.59manifold
2026-05-05
241_011
By end of 2026, no one will write code manually - it'll be a quaint skill
Peter Diamandis
Labor/Jobs47%
0.59manifold
2026-05-04
232_019
AI cannot be stopped; there's no mechanism to pause it.
Ben Horowitz
AI51%
0.59manifold
2026-05-06
SEM_047
At 200,000-GPU scale, orchestration becomes a literal 'battle against entropy' — single cosmic-ray-flipped transistor can derail 100k-GPU training run.
Jimmy Ba
AI/Hardware71%
0.59manifold
2026-05-06
240_045
White House to disclose something about aliens/UAPs in the next few months (rumors of June/July/summer)
Alex Wissner-Gross
Geopolitics39%
0.59manifold
2026-05-07
242_047
Frontier AI may solve most diseases in 5 years
Alex Wissner-Gross
Biotech/Longevity39%
0.59manifold
2026-05-07
S_AGI_MID_2029
AGI mid: Kurzweil 2029 path
agi_general_capability35%
0.59manifold
2026-05-04
240_034
Morgan Stanley forecasts 13-40GW data center power shortfall through 2028
Morgan Stanley
Energy47%
0.59manifold
2026-05-11
248_019
US data center moratoriums will push AI compute out to LEO / sun-synchronous orbit / Dyson swarm.
Alex Wissner-Gross
Space12%
0.59manifold
2026-05-12
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%
0.59manifold
2026-05-12
248_011
Frontier AI models will become a terrorist, bioweapon, and chemical weapon threat this year.
Dave Blundin
AI60%
0.59manifold
2026-05-11
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.59manifold
2026-05-13
231_025
Every frontier lab will launch 24/7 agent offerings (table stakes).
Alex Wissner-Gross
AI41%
0.59manifold
2026-05-16
INF_039
Consumer-facing AI hardware shortages will worsen: high-Unified-Memory Apple Mac Studio lead times now range 6 days to 6 weeks (up to ~54 days) because data centers are absorbing the world's HBM and memory supply — DRAM market transitioning to hourly v...
Alex Finn
Consumer77%
0.59manifold
2026-05-17
242_023
World will have 10x more wealth around 2034-2036
Dave Blundin
Macro/Economy34%