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 154 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
0.57manifold
2026-06-20
246_023
Grok 5 release ~20% probability for Q2 2026 per PolyMarket.
PolyMarket
AI43%
0.57manifold
2026-06-21
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%
0.57manifold
2026-06-21
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-21
234_001
India will be the next giant on the rise while China is on the decline
Salim Ismail
Geopolitics44%
0.57manifold
2026-06-22
238_005
By September 2026 there will be 1000+ ultra-high-inspirational-quality videos of the future generated nearly free
Alex Wissner-Gross
AI39%
0.57manifold
2026-06-21
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.56manifold
2026-04-28
CMQ_022
AGI will arrive within a decade (by 2030) — driven primarily by massive raw compute deployment and neural-network scaling.
Elon Musk
AI34%
0.56manifold
2026-04-28
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.56manifold
2026-04-28
244_024
Hopes society will adjust as work is augmented and new work shows up
Dara Khosrowshahi
Labor/Jobs42%
0.56manifold
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%
0.56manifold
2026-04-27
238_005
By September 2026 there will be 1000+ ultra-high-inspirational-quality videos of the future generated nearly free
Alex Wissner-Gross
AI39%
0.56manifold
2026-04-26
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%
0.56manifold
2026-04-26
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%
0.56manifold
2026-04-26
238_020
Math field is 'cooked' — AI will solve research-level mathematics (first open hard math problem imminently)
Alex Wissner-Gross
AI61%
0.56manifold
2026-04-23
241_011
By end of 2026, no one will write code manually - it'll be a quaint skill
Peter Diamandis
Labor/Jobs47%
0.56manifold
2026-04-27
235_005
AI capability will grow 100x this year in raw parameter count as lower bound.
Dave Blundin
AI49%
0.56manifold
2026-05-01
239_018
Universal High Income will be implemented
Elon Musk
Macro/Economy44%
0.56manifold
2026-05-01
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
2026-05-04
TK02
AI Compute Supply Shock (TSMC/Taiwan Disruption)
12%
0.56manifold
2026-05-04
CMQ_007
Anthropic corporate revenue will reach trillions of dollars before 2030.
Dario Amodei
AI41%
0.56manifold
2026-05-04
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
2026-05-04
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.56manifold
2026-05-04
229_002
Figure will scale out robots in industrial/commercial workforce in 2026 via its signed customers.
Brett Adcock
Robotics56%
0.56manifold
2026-05-05
234_012
Anthropic revenue will cross OpenAI revenue in middle of 2026
Peter Diamandis
Markets/Stocks67%
0.56manifold
2026-05-06
244_024
Hopes society will adjust as work is augmented and new work shows up
Dara Khosrowshahi
Labor/Jobs42%
0.56manifold
2026-05-06
231_038
TSMC fabs will come online in 5-6-7 years; Elon won't wait that long.
Dave Blundin
AI44%
0.56manifold
2026-05-05
238_061
Massive social unrest / trough in 2026-2027, rebound in 2028
Dave Blundin
Macro/Economy50%
0.56manifold
2026-05-04
TK02
AI Compute Supply Shock (TSMC/Taiwan Disruption)
12%
0.56manifold
2026-05-04
234_007
Kevin Weil aims for next 100 Nobel Prizes to be issued in partnership with AI
Kevin Weil
AI38%
0.56manifold
2026-05-06
247_027
Frontier AI spend will reach order of $1 trillion per year on a single vendor
Alex Wissner-Gross
AI39%
0.56
test-a(market prob: 42%)
manifold
2026-05-08
S_AGI_MID_2029
AGI mid: Kurzweil 2029 path
agi_general_capability35%
0.56manifold
2026-05-10
242_008
Dyson sphere will come before any fusion reactor is licensed
Dave Blundin
Energy40%
0.56manifold
2026-05-11
SPC_028
Ismail and Blundin forecast widespread corporate collapses in 2025-2026 for traditional institutions failing to integrate agentic models — massive job displacement of over 1.1 million knowledge workers as AI automates their roles.
Salim Ismail
Labor/Jobs37%
0.56manifold
2026-05-12
COD_BIO_005
Colossal adds at least one more de-extinction species to active embryo-transfer pipeline by end 2028
Codex Research Pack
Biotech/Longevity47%
0.56manifold
2026-05-12
SEM_016
Huawei will emerge as the unexpected victor in the 2026 chip war — not via immediate capacity but via forced supply-chain resilience.
David Friedberg
Semis/Geopolitics20%
0.56manifold
2026-05-13
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
2026-05-14
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.56manifold
2026-05-16
247_006
Anthropic ARR will reach $100 billion by end of 2026
Peter Diamandis
AI50%
0.56manifold
2026-05-16
231_018
Blitz will switch to next generation model in late March 2026.
Dave Blundin
AI30%
0.56manifold
2026-05-16
240_020
New architecture won't map to current NVIDIA architecture; will create next Anthropic/OpenAI
Dave Blundin
AI46%
0.56manifold
2026-05-16
CMQ_018
By 2027-2028, the strategic value of superintelligence + impossible trillion-dollar infrastructure cost will trigger government consolidation of AGI development — 'The Project'.
Leopold Aschenbrenner
Geopolitics35%
0.56manifold
2026-05-14
229_019
Humanoids will dominate the plurality of all robots; other form factors will be niche.
Brett Adcock
Robotics30%
0.56manifold
2026-05-18
AUT_022
2026 is the definitive 'inflection year' for Autonomous Vehicles — forecasting 33 distinct consumer AV launches and expansion of AV services into 9 new major US cities; China will aggressively lead global adoption, accounting for half the global smart-...
Morgan Stanley
Auto/Transport47%
0.56manifold
2026-05-17
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
2026-05-19
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.56manifold
2026-05-30
CMQ_053
Figure AI secured $675M Series B in 2024 and partnered commercially with BMW — addressing skilled-labor shortages in automotive manufacturing.
Brett Adcock
Robotics55%
0.56manifold
2026-05-30
234_012
Anthropic revenue will cross OpenAI revenue in middle of 2026
Peter Diamandis
Markets/Stocks67%
0.56manifold
2026-05-29
229_002
Figure will scale out robots in industrial/commercial workforce in 2026 via its signed customers.
Brett Adcock
Robotics56%
0.56manifold
2026-05-28
S_AGI_MID_2029
AGI mid: Kurzweil 2029 path
agi_general_capability35%
0.56manifold
2026-05-27
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%