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 85 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.

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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
0.60manifold
2026-05-04
248_014
If China leapfrogs the West algorithmically, the open/closed publication equilibrium will flip.
Alex Wissner-Gross
AI32%
0.60manifold
2026-05-04
TK10
$100T Sovereign Debt Crisis
12%
0.60manifold
2026-05-05
232_013
Recursive self-improvement loops likely to go live in the next 12 months; 2026 will be the most consequential year for humanity.
Jimmy Ba
AI47%
0.60manifold
2026-05-04
FUT_018
Rise of 'Energy Islanding' 2026-2031 — sovereign nations possessing BOTH geographic solar irradiance for massive arrays AND secure domestic raw materials (copper, lithium, cobalt, rare earths) for battery storage achieve unparalleled industrial autonom...
Multi-Forecaster Synthesis
Energy39%
0.60manifold
2026-05-04
240_052
Uploading consciousness (whole brain emulation) really will be you in the future
Alex Wissner-Gross
Biotech/Longevity41%
0.60manifold
2026-05-07
230_025
The next 18 months to 2 years will set the rules for the next century.
Peter Diamandis
AI52%
0.60manifold
2026-05-07
241_011
By end of 2026, no one will write code manually - it'll be a quaint skill
Peter Diamandis
Labor/Jobs47%
0.60manifold
2026-05-07
240_045
White House to disclose something about aliens/UAPs in the next few months (rumors of June/July/summer)
Alex Wissner-Gross
Geopolitics39%
0.60manifold
2026-05-07
241_005
2026 is the year of agents - agents will take over everything this year
Eric Schmidt
AI50%
0.60manifold
2026-05-07
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
AI42%
0.60manifold
2026-05-07
234_035
Massive social unrest will come before the next US presidential election
Dave Blundin
Geopolitics50%
0.60manifold
2026-05-09
234_012
Anthropic revenue will cross OpenAI revenue in middle of 2026
Peter Diamandis
Markets/Stocks67%
0.60manifold
2026-05-04
247_009
Anthropic's implied valuation could reach $2 trillion in 2026
Dave Blundin
AI46%
0.60manifold
2026-05-12
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/Economy35%
0.60manifold
2026-05-12
233_009
A motivational learning bundle with video game designers will be released in 2026.
Joe Liemandt
Education36%
0.60manifold
2026-05-12
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.60manifold
2026-05-12
TK10
$100T Sovereign Debt Crisis
12%
0.60manifold
2026-05-12
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%
0.60manifold
2026-05-13
237_017
The entire SaaS market is going to zero because features can be rebuilt in five minutes with agents.
Alex Finn
Markets/Stocks45%
0.60manifold
2026-05-13
248_014
If China leapfrogs the West algorithmically, the open/closed publication equilibrium will flip.
Alex Wissner-Gross
AI32%
0.60manifold
2026-05-14
235_023
Eric Schmidt said AI will require 100 gigawatts by 2029, called it a crisis.
Eric Schmidt
Energy48%
0.60manifold
2026-05-16
232_013
Recursive self-improvement loops likely to go live in the next 12 months; 2026 will be the most consequential year for humanity.
Jimmy Ba
AI47%
0.60manifold
2026-05-17
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.60manifold
2026-05-18
232_020
Real danger that US slows AI enough to fall behind China, losing control over societal outcomes.
Ben Horowitz
Geopolitics48%
0.60
Do you like 2% odds?(market prob: 2%)
manifold
2026-05-18
242_032
AI will do the job for 2% of the cost of a human in the near term
Dave Blundin
Labor/Jobs46%
0.60manifold
2026-05-18
COD_AI_001
Vera Rubin becomes commercially available across major cloud and OEM partners by H2 2026
Codex Research Pack
Technology51%
0.60manifold
2026-05-28
242_020
Cybercab to be priced at approximately $30K
Elon Musk
Auto/Transport31%
0.60manifold
2026-05-28
248_044
Alex: likely user ~1 million of a BCI implant (not 101) once upgradeable.
Alex Wissner-Gross
Biotech/Longevity39%
0.60manifold
2026-05-26
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.60manifold
2026-05-26
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.60manifold
2026-05-25
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.60
Starmer out before October?(market prob: 47%)
manifold
2026-05-24
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.60manifold
2026-06-01
246_023
Grok 5 release ~20% probability for Q2 2026 per PolyMarket.
PolyMarket
AI43%
0.60manifold
2026-06-03
238_028
Anthropic plugins will enable market-by-market disruption (could short stocks and announce plugins)
Emad Mostaque
Markets/Stocks31%
0.60manifold
2026-06-08
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%
0.60manifold
2026-06-09
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
2026-06-10
231_038
TSMC fabs will come online in 5-6-7 years; Elon won't wait that long.
Dave Blundin
AI44%
0.60manifold
2026-06-11
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.60
Do you like 58% odds?(market prob: 59%)
manifold
2026-06-12
247_013
99% of randomly selected white collar jobs could be replaced by AI today
Peter Dannenberg
Labor/Jobs22%
0.60manifold
2026-06-12
246_022
Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%).
PolyMarket
AI45%
0.60manifold
2026-06-14
242_020
Cybercab to be priced at approximately $30K
Elon Musk
Auto/Transport31%
0.60manifold
2026-06-14
242_036
Mid-cap/small-cap firms with high-labor ops will triple FCF while multiple compresses
Dave Blundin
Markets/Stocks42%
0.60manifold
2026-06-14
237_025
We are currently in the midst of the singularity, not waiting for it in the 2040s as originally expected.
Peter Diamandis
AI59%
0.60manifold
2026-06-16
242_033
Companies will race to 80% token spend / 20% salary; good by 2030-2032
Dave Blundin
Labor/Jobs49%
0.60manifold
2026-06-16
SEM_030
S&P 500 roughly 10% upside in 2026 driven by AI productivity wave rolling through broader economy (not just megacap).
Mike Wilson
Capital Markets43%
0.60manifold
2026-06-17
S_AI_PAUSE_2027
AI pause beginning 2027
ai_regulatory_pause10%
0.60manifold
2026-06-17
248_027
Religion economy (~$5 trillion) will grow tremendously due to AI chaos.
Dave Blundin
Other39%
0.60
Waymo in Portland in 2026?(market prob: 49%)
manifold
2026-06-16
238_015
Brent Bornick/1X to ship Peter a humanoid robot this summer (2026)
Brent Bornick
Robotics42%
0.60manifold
2026-06-18
230_037
Handmade/human art will be astronomically more valuable in the future.
Dave Blundin
Consumer50%
0.60manifold
2026-06-18
S_RECESSION_2026
NBER recession declared 2026
macro_recession20%