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 151 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
2026-06-19
229_005
The global humanoid robotics industry will consolidate to far fewer than 10 players.
Brett Adcock
Robotics36%
0.57manifold
2026-06-17
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%
0.57manifold
2026-06-17
TK10
$100T Sovereign Debt Crisis
12%
0.57manifold
2026-06-20
234_035
Massive social unrest will come before the next US presidential election
Dave Blundin
Geopolitics50%
0.57manifold
2026-06-22
248_019
US data center moratoriums will push AI compute out to LEO / sun-synchronous orbit / Dyson swarm.
Alex Wissner-Gross
Space12%
0.57manifold
2026-04-29
246_025
Sam Altman predicts world-shaking cyber attack this year (2026).
Sam Altman
AI47%
0.57manifold
2026-04-28
244_004
Race car driving will persist as a sport
Dara Khosrowshahi
Auto/Transport50%
0.57manifold
2026-04-28
239_004
xAI/Grok will catch up and exceed competitors on coding by mid-2026
Elon Musk
AI40%
0.57manifold
2026-04-28
236_016
College premium is quickly evaporating
Andrew Yang
Education51%
0.57manifold
2026-04-26
236_011
Independent/third party presidential run possible in 2028 election
Andrew Yang
Geopolitics46%
0.57manifold
2026-04-26
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.57manifold
2026-04-25
242_021
Autonomous ride costs will drop 10x vs today
Dave Blundin
Auto/Transport48%
0.57manifold
2026-04-23
238_005
By September 2026 there will be 1000+ ultra-high-inspirational-quality videos of the future generated nearly free
Alex Wissner-Gross
AI39%
0.57
VALVE?!(market prob: 4%)
manifold
2026-04-23
240_007
Regulators will dust off antitrust legislation against NVIDIA
Dave Blundin
Geopolitics38%
0.57manifold
2026-05-01
241_045
Sam Altman / OpenAI and competitors will need enormous amounts of money to win
Eric Schmidt
AI50%
0.57manifold
2026-05-02
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.57manifold
2026-05-03
S_RECESSION_2026
NBER recession declared 2026
macro_recession20%
0.57manifold
2026-05-03
236_003
Jobs will get whisked away in many firms in 2026
Andrew Yang
Labor/Jobs49%
0.57manifold
2026-05-03
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
2026-05-05
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%
0.57manifold
2026-05-07
242_033
Companies will race to 80% token spend / 20% salary; good by 2030-2032
Dave Blundin
Labor/Jobs49%
0.57manifold
2026-05-06
238_036
Manus (bought by Meta for $2B) will become Meta's agent layer inside WhatsApp, operating on behalf of advertisers
Emad Mostaque
Media/Ads35%
0.57manifold
2026-05-06
248_044
Alex: likely user ~1 million of a BCI implant (not 101) once upgradeable.
Alex Wissner-Gross
Biotech/Longevity39%
0.57manifold
2026-05-09
240_002
Amazon or Anthropic will hit a trillion in revenue within a calendar year faster than NVIDIA
Dave Blundin
Markets/Stocks42%
0.57manifold
2026-05-10
230_034
Abundance will be achieved by 2035.
Peter Diamandis
Macro/Economy41%
0.57manifold
2026-05-14
240_045
White House to disclose something about aliens/UAPs in the next few months (rumors of June/July/summer)
Alex Wissner-Gross
Geopolitics39%
0.57manifold
2026-05-15
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.57manifold
2026-05-16
235_011
PE fund will emerge shortly to buy medium/big companies and install AI digital twin infrastructure.
Salim Ismail
Markets/Stocks47%
0.57manifold
2026-05-16
231_005
Next year frontier reasoning costs will be pennies (down from ~$7 now).
Peter Diamandis
AI55%
0.57manifold
2026-05-16
234_019
Expect big AI capability improvements via recursive self-improvement over next few weeks
Alex Wissner-Gross
AI39%
0.57manifold
2026-05-16
231_038
TSMC fabs will come online in 5-6-7 years; Elon won't wait that long.
Dave Blundin
AI44%
0.57manifold
2026-05-15
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.57manifold
2026-05-14
242_050
Humanoid robots will be over-engineered but will unlock supply chain
Dave Blundin
Robotics42%
0.57manifold
2026-05-17
247_006
Anthropic ARR will reach $100 billion by end of 2026
Peter Diamandis
AI50%
0.57manifold
2026-05-18
COD_SPC_002
The next US crewed lunar surface landing occurs on Artemis IV in 2028
Codex Research Pack
Space22%
0.57manifold
2026-05-30
246_031
Next OpenClaw moment will turn $30B ARR into $1T ARR with agents.
Alex Wissner-Gross
AI35%
0.57manifold
2026-05-30
235_005
AI capability will grow 100x this year in raw parameter count as lower bound.
Dave Blundin
AI49%
0.57manifold
2026-05-29
AI_001
AI will surpass peak human intelligence across ALL economically valuable domains by 2030, extending the sequential maturation roadmap beyond 'independent researcher' (2028) into full-domain superintelligence.
Sam Altman
AI33%
0.57manifold
2026-05-29
241_029
Humanoid robot assembly of rockets is beyond current robots for a long time
Eric Schmidt
Robotics28%
0.57manifold
2026-05-28
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.57manifold
2026-05-27
231_016
Permissionless agent activity is imminent; Claude-style approval prompts will go away.
Alex Wissner-Gross
AI41%
0.57manifold
2026-05-27
240_043
CS placements collapsed from 89% to 19% over 3 years; similar collapse coming for other professions
Peter Diamandis
Labor/Jobs55%
0.57manifold
2026-05-25
247_001
xAI will IPO at $2 trillion valuation this coming summer
Peter Diamandis
AI42%
0.57manifold
2026-05-24
233_009
A motivational learning bundle with video game designers will be released in 2026.
Joe Liemandt
Education36%
0.57manifold
2026-05-24
243_005
There will be many many winners in the autonomous space
Dara Khosrowshahi
Auto/Transport47%
0.57manifold
2026-05-31
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis83%
0.57manifold
2026-05-31
COD_BIO_001
FDA finalizes or materially advances AI-for-drug-submission guidance by end 2026
Codex Research Pack
Biotech/Longevity47%
0.57manifold
2026-06-01
S_GRID_50GW_2027
50GW dedicated AI/data center grid by Dec 2027
energy_grid_expansion40%
0.57manifold
2026-06-01
236_011
Independent/third party presidential run possible in 2028 election
Andrew Yang
Geopolitics46%
0.57manifold
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...
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