Validations Queue

111,300 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 45 of 219, 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
0.65manifold
2026-05-26
SEM_044
Blue Origin will land cargo at Shackleton Crater before SpaceX — validating lunar economy and resource extraction as immediate commercial priority.
Peter Diamandis
Space32%
0.65manifold
2026-05-31
247_037
Quantum computing will not break Bitcoin (Mike Saylor position)
Michael Saylor
Crypto54%
0.65manifold
2026-05-29
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%
0.65manifold
2026-06-03
233_009
A motivational learning bundle with video game designers will be released in 2026.
Joe Liemandt
Education36%
0.65manifold
2026-06-04
SEM_044
Blue Origin will land cargo at Shackleton Crater before SpaceX — validating lunar economy and resource extraction as immediate commercial priority.
Peter Diamandis
Space32%
0.65manifold
2026-06-05
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.65manifold
2026-06-04
229_008
By end of 2026, Figure's robot hardware will be capable of performing what surgeons can do (teleoperated).
Brett Adcock
Biotech/Longevity44%
0.65manifold
2026-06-04
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%
0.65manifold
2026-06-06
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.65manifold
2026-06-06
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI20%
0.65manifold
2026-06-06
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%
0.65manifold
2026-06-10
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%
0.65manifold
2026-06-12
CMQ_007
Anthropic corporate revenue will reach trillions of dollars before 2030.
Dario Amodei
AI41%
0.65manifold
2026-06-13
CMQ_007
Anthropic corporate revenue will reach trillions of dollars before 2030.
Dario Amodei
AI41%
0.65manifold
2026-06-13
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI40%
0.65manifold
2026-06-12
230_025
The next 18 months to 2 years will set the rules for the next century.
Peter Diamandis
AI52%
0.65manifold
2026-06-15
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%
0.65manifold
2026-06-18
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.65manifold
2026-06-23
238_005
By September 2026 there will be 1000+ ultra-high-inspirational-quality videos of the future generated nearly free
Alex Wissner-Gross
AI39%
0.65manifold
2026-06-29
SEM_023
No AI bubble — semiconductor positive trend will remain robust through 2026 with 'crystal clear' growth visibility into 2027.
Joseph Moore
Semis/Markets53%
0.65manifold
2026-07-02
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.65manifold
2026-05-01
246_023
Grok 5 release ~20% probability for Q2 2026 per PolyMarket.
PolyMarket
AI43%
0.65manifold
2026-05-01
242_034
AI could compress S&P 500 equity valuations 2-7x free cash flow (down from 22x)
Chamath Palihapitiya
Markets/Stocks38%
0.65manifold
2026-05-02
242_037
China will land on the moon before end of 2030
China (government)
Space37%
0.65manifold
2026-05-02
239_002
AI recursive self-improvement will be fully automated by end of 2026 or 2027 at latest
Elon Musk
AI44%
0.65manifold
2026-05-02
CMQ_004
AGI-like models matching or outperforming human experts across most professional domains could arrive as early as 2026-2027.
Dario Amodei
AI28%
0.65manifold
2026-05-06
S_AI_PAUSE_2028
AI pause beginning 2028
ai_regulatory_pause10%
0.65manifold
2026-05-08
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%
0.65manifold
2026-05-09
238_061
Massive social unrest / trough in 2026-2027, rebound in 2028
Dave Blundin
Macro/Economy36%
0.65manifold
2026-05-12
229_001
Figure will put robots on its own manufacturing lines (BotQ) this year to build robots.
Brett Adcock
Robotics39%
0.65manifold
2026-05-14
238_061
Massive social unrest / trough in 2026-2027, rebound in 2028
Dave Blundin
Macro/Economy36%
0.65manifold
2026-05-15
231_051
Entire generation growing up with crypto (Ethereum, Bitcoin) as means of exchange will have near-zero switching cost.
Salim Ismail
Crypto48%
0.65manifold
2026-05-16
INF_068
2026 will be a watershed year for state and institutional Bitcoin accumulation — nations will drive a sustained Bitcoin shopping spree, formalizing digital assets as reserve infrastructure.
Michael Saylor
Crypto29%
0.65manifold
2026-05-18
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.65manifold
2026-05-18
242_055
Activist investing will be disrupted by AI writing open letters to public firms
Alex Wissner-Gross
Markets/Stocks34%
0.65manifold
2026-05-16
247_020
Jobs will go up, not down by 2030 post-AI adjustment
Dave Blundin
Labor/Jobs50%
0.65manifold
2026-05-15
SPC_001
The global space industry, roughly $350 billion today, will surge past $1 trillion by 2040 — fueled by higher launch cadences, new product introductions, and mature policy support characterizing the 2026 fiscal landscape.
Morgan Stanley
Space60%
0.65manifold
2026-05-30
S_HUMANOID_CONSUMER_2030
Humanoid R3: 1M+ consumer by Nov 2030
humanoid_deployment20%
0.65manifold
2026-05-31
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%
0.65manifold
2026-06-01
CMQ_039
TSMC CoWoS (Chip-on-Wafer-on-Substrate) capacity must expand to 125,000 wafers/month by 2026 to meet baseline demand from NVIDIA, AMD, and hyperscaler ASICs.
Morgan Stanley
Semis/Packaging71%
0.65manifold
2026-06-01
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.65manifold
2026-06-02
236_003
Jobs will get whisked away in many firms in 2026
Andrew Yang
Labor/Jobs49%
0.65manifold
2026-06-02
IND_019
2026 is the year AI's impact on workers fundamentally comes into focus — near-term 4% net reduction in jobs across the 5 sectors most exposed to AI, heavily targeting entry-level positions; but labor disruption increases returns for firms that successf...
Morgan Stanley
Labor/Jobs40%
0.65manifold
2026-05-31
SPC_001
The global space industry, roughly $350 billion today, will surge past $1 trillion by 2040 — fueled by higher launch cadences, new product introductions, and mature policy support characterizing the 2026 fiscal landscape.
Morgan Stanley
Space60%
0.65manifold
2026-06-02
247_020
Jobs will go up, not down by 2030 post-AI adjustment
Dave Blundin
Labor/Jobs50%
0.65manifold
2026-06-13
236_022
Robots will build data centers in foreseeable time frame
Andrew Yang
Robotics39%
0.65manifold
2026-06-15
246_018
Killer app of compact fusion reactors will be interplanetary/interstellar propulsion, not data centers.
Alex Wissner-Gross
Energy36%
0.65manifold
2026-06-16
241_011
By end of 2026, no one will write code manually - it'll be a quaint skill
Peter Diamandis
Labor/Jobs47%
0.65manifold
2026-06-17
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%
0.65
Will GPT-5.6 beat Fable 5?(market prob: 12%)
manifold
2026-06-22
246_051
GPT-5.5 Spud will have equal or greater capability to Mythos.
Peter Diamandis
AI35%