Validations Queue

114,087 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 63 of 222, 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
0.63manifold
2026-05-16
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%
0.63manifold
2026-05-17
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%
0.63manifold
2026-05-27
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%
0.63manifold
2026-05-26
TK10
$100T Sovereign Debt Crisis
12%
0.63manifold
2026-05-26
230_035
GDP will 2x or 3x year-over-year in early 2030s if everything goes well.
Alex Wissner-Gross
Macro/Economy32%
0.63manifold
2026-05-25
238_040
Google may announce a locally hosted Gemma-type model at WWDC in June 2026 for Apple OS
Alex Wissner-Gross
AI34%
0.63manifold
2026-05-24
S_MARS_2026
Mars uncrewed: 2026 transfer window
mars_uncrewed_landing25%
0.63manifold
2026-05-31
FUT_004
Rapid ascension and enterprise dominance of Large Action Models (LAMs) by 2026-2031 — LLM as primary digital interface becomes obsolete; LAMs observe complex behavioral patterns, internalize multi-step business processes, predict physical-robot mainten...
Amy Webb
AI62%
0.63manifold
2026-06-03
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.63manifold
2026-06-05
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%
0.63manifold
2026-06-05
242_034
AI could compress S&P 500 equity valuations 2-7x free cash flow (down from 22x)
Chamath Palihapitiya
Markets/Stocks38%
0.63manifold
2026-06-05
AI_019
Copper and other critical base metals will be the premier investment assets of 2026 — insatiable, inelastic demand for data-center electrification and thermal management creates commodity supercycle not priced into public markets.
Chamath Palihapitiya
Markets/Stocks37%
0.63manifold
2026-06-05
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%
0.63manifold
2026-06-06
TK10
$100T Sovereign Debt Crisis
12%
0.63manifold
2026-06-08
FUT_014
'US political revolution' ranked #1 tier global risk 2026+ per Eurasia Group — internal partisan bifurcation within United States has moved well beyond traditional electoral friction into systemic institutional paralysis; federal government increasingl...
Ian Bremmer
Geopolitics55%
0.63manifold
2026-06-08
244_037
Uber will automate 20-30% of tasks, not 100%, leaving plenty of work
Dara Khosrowshahi
Labor/Jobs51%
0.63manifold
2026-06-07
236_011
Independent/third party presidential run possible in 2028 election
Andrew Yang
Geopolitics46%
0.63manifold
2026-06-06
234_013
Extrapolating Anthropic growth, they will hit $1 trillion revenue in 2029
Dave Blundin
Markets/Stocks42%
0.63manifold
2026-06-10
SEM_023
No AI bubble — semiconductor positive trend will remain robust through 2026 with 'crystal clear' growth visibility into 2027.
Joseph Moore
Semis/Markets53%
0.63manifold
2026-06-08
234_012
Anthropic revenue will cross OpenAI revenue in middle of 2026
Peter Diamandis
Markets/Stocks67%
0.63manifold
2026-06-12
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%
0.63manifold
2026-06-13
CMQ_007
Anthropic corporate revenue will reach trillions of dollars before 2030.
Dario Amodei
AI41%
0.63manifold
2026-06-13
247_008
Anthropic will try to hit $200 billion ARR, not reach trillion the following year
Dave Blundin
AI50%
0.63manifold
2026-06-14
246_023
Grok 5 release ~20% probability for Q2 2026 per PolyMarket.
PolyMarket
AI43%
0.63manifold
2026-06-15
INF_056
Helion will supply OpenAI with 5 gigawatts of fusion electricity by 2030 (roughly 100 Helion 50-MW reactors, equivalent to ~73% of Grand Coulee Dam) — a 100x step-up from Helion's existing Microsoft commitment.
Sam Altman
Energy46%
0.63manifold
2026-06-16
247_001
xAI will IPO at $2 trillion valuation this coming summer
Peter Diamandis
AI42%
0.63manifold
2026-06-17
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%
0.63manifold
2026-06-12
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.63manifold
2026-06-17
246_004
SpaceX will come out at $2T and run up very quickly to $3T.
Peter Diamandis
Markets/Stocks50%
0.63manifold
2026-06-19
248_038
We will see humanoid robot threats alongside the current Sam Altman backlash.
Salim Ismail
Robotics34%
0.63manifold
2026-06-21
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI20%
0.63manifold
2026-06-23
S_RECESSION_2026
NBER recession declared 2026
macro_recession20%
0.63manifold
2026-06-23
242_055
Activist investing will be disrupted by AI writing open letters to public firms
Alex Wissner-Gross
Markets/Stocks34%
0.63manifold
2026-06-25
FUT_007
Global economy accelerates into structural demographic depression 2026-2031 — Baby Boomer cohort transitions from high-velocity capital creators/consumers to capital-draining healthcare-dependent retirees; Gen X + Millennials lack numerical mass to rep...
Peter Zeihan
Macro/Economy41%
0.63manifold
2026-06-25
238_005
By September 2026 there will be 1000+ ultra-high-inspirational-quality videos of the future generated nearly free
Alex Wissner-Gross
AI39%
0.63manifold
2026-06-27
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.63manifold
2026-06-29
241_011
By end of 2026, no one will write code manually - it'll be a quaint skill
Peter Diamandis
Labor/Jobs47%
0.63manifold
2026-06-29
CMQ_004
AGI-like models matching or outperforming human experts across most professional domains could arrive as early as 2026-2027.
Dario Amodei
AI28%
0.63manifold
2026-06-30
239_004
xAI/Grok will catch up and exceed competitors on coding by mid-2026
Elon Musk
AI40%
0.63manifold
2026-06-30
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.63manifold
2026-07-06
234_026
AI rent-a-human service feature of scoring humor/visuals will be gone in months
Alex Wissner-Gross
AI40%
0.63manifold
2026-07-06
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%
0.63manifold
2026-07-08
246_025
Sam Altman predicts world-shaking cyber attack this year (2026).
Sam Altman
AI47%
0.63manifold
2026-04-29
TK10
$100T Sovereign Debt Crisis
12%
0.63manifold
2026-04-29
247_036
Google's Q-Day for quantum breaking RSA moved up to 2029
Google
AI42%
0.63manifold
2026-04-28
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.63manifold
2026-04-27
231_014
Remaining research math problems will be solved within next couple months.
Dave Blundin
AI36%
0.63manifold
2026-04-30
230_010
Mega-cap AI companies will reach trillion to 10-trillion+ valuations but have to stop somewhere due to antitrust.
Dave Blundin
Markets/Stocks9%
0.63manifold
2026-05-01
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.63manifold
2026-05-02
238_009
Recursive self-improvement is already happening now (no longer three years out)
Alex Wissner-Gross
AI78%