Validations Queue

116,327 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 479 of 539, 200 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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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
0.57edgar_8k
2026-06-01
TK10
$100T Sovereign Debt Crisis
12%
0.57edgar_8k
2026-06-01
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.57edgar_8k
2026-06-01
TK10
$100T Sovereign Debt Crisis
12%
0.57edgar_8k
2026-06-01
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.57edgar_8k
2026-06-01
SEM_027
Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon.
Joseph Moore
Capital Markets68%
0.57
FDA NDA209817: NUZYRA (OMADACYCLINE TOSYLATE) — PARATEK PHARMS
fda
2026-05-13
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis83%
0.57
FDA ANDA220444: PALBOCICLIB (PALBOCICLIB) — DR. REDDY'S LABORATORIES LIMITED
fda
2026-05-15
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57github_release
2020-05-06
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.57polymarket
2026-05-31
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI40%
0.57
Spread: Spurs (-5.5)(market prob: 48%)
polymarket
2026-05-31
235_016
SpaceX IPO anticipated potentially as early as next month (April 2026).
Peter Diamandis
Space31%
0.57polymarket
2026-05-29
TK06
China-Taiwan Military Conflict
8%
0.57manifold
2026-06-02
239_006
AI will solve everything including longevity
Elon Musk
AI45%
0.57manifold
2026-06-01
TK10
$100T Sovereign Debt Crisis
12%
0.57edgar_8k
2026-06-02
S_GRID_50GW_2027
50GW dedicated AI/data center grid by Dec 2027
energy_grid_expansion40%
0.57arxiv
2026-06-01
235_037
Auto-regressive transformers and diffusion models will consolidate into one unified architecture.
Alex Wissner-Gross
AI35%
0.57arxiv
2026-06-01
CMQ_042
As AI evolves from Generative to Agentic, structural computing bottlenecks shift away from GPU and heavily toward CPU and system memory.
Morgan Stanley
AI/Compute35%
0.57arxiv
2026-06-01
INF_027
AI infrastructure applied to structural biology will compress drug-development timelines from approximately a decade to weeks — potentially eradicating many major diseases within 10 years. Requires localized high-speed InfiniBand networking inside the DC.
Demis Hassabis
Biotech/Longevity38%
0.57arxiv
2026-05-31
TK01
AGI Capability Plateau (2026-27 Training Stall)
15%
0.57arxiv
2026-05-31
CYB_023
Immutable cryptographic verification layers — specifically Bitcoin — must be integrated into AI architectures as decentralized ground-truth anchor: establishing undeniable digital provenance in an ecosystem inevitably flooded with AI-generated data, de...
Michael Saylor
Crypto26%
0.57github_release
2022-12-08
240_020
New architecture won't map to current NVIDIA architecture; will create next Anthropic/OpenAI
Dave Blundin
AI46%
0.57github_release
2022-03-25
236_028
AI chatbot/AI romance trend growing unfortunately
Andrew Yang
Consumer51%
0.57polymarket
2026-05-28
246_022
Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%).
PolyMarket
AI37%
0.57
Spread: Spurs (-2.5)(market prob: 59%)
polymarket
2026-05-31
242_033
Companies will race to 80% token spend / 20% salary; good by 2030-2032
Dave Blundin
Labor/Jobs49%
0.57manifold
2026-06-03
242_057
Artemis 2 launches April 1, 2026 - circumlunar mission
Peter Diamandis
Space56%
0.57manifold
2026-06-03
241_043
ASI will arrive within 2 years to 5 years to this next decade
Peter Diamandis
AI8%
0.57edgar_8k
2026-06-03
240_034
Morgan Stanley forecasts 13-40GW data center power shortfall through 2028
Morgan Stanley
Energy41%
0.57polymarket
2026-01-02
247_042
Professional Robotics League first US match on April 19, 2026 in Boston
Alex Wissner-Gross
Robotics65%
0.57
Spread: Hurricanes (-1.5)(market prob: 37%)
polymarket
2026-06-03
234_012
Anthropic revenue will cross OpenAI revenue in middle of 2026
Peter Diamandis
Markets/Stocks67%
0.57polymarket
2026-06-01
SPC_009
Formal 5-to-7-year delay announced February 2026 for SpaceX's foundational Mars missions — framed as 'sequencing decision' not abandonment. Executing NASA Artemis lunar contracts generates near-term revenue to finance Starship R&D. Shotwell's prior Mar...
Gwynne Shotwell
Space39%
0.57
Will England win?(market prob: 94%)
polymarket
2026-05-29
242_035
S&P will see massive reshuffling with huge winners; no company can project FCF beyond 5 years
Dave Blundin
Markets/Stocks36%
0.57manifold
2026-06-04
240_041
Consumer killer app tying compute to happiness must be invented within the next year
Dave Blundin
AI32%
0.57manifold
2026-06-04
246_031
Next OpenClaw moment will turn $30B ARR into $1T ARR with agents.
Alex Wissner-Gross
AI35%
0.57manifold
2026-06-04
234_025
Rent-a-human meat puppet model may be obsoleted by humanoid robots
Alex Wissner-Gross
Robotics35%
0.57manifold
2026-06-04
240_019
Post-transformer architecture will come out of left field within a year
Dave Blundin
AI32%
0.57edgar_8k
2026-06-04
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.57edgar_8k
2026-06-04
SEM_027
Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon.
Joseph Moore
Capital Markets68%
0.57polymarket
2026-06-04
CMQ_036
SK Hynix will maintain industry HBM lead, capturing >50% of NVIDIA's total HBM procurement (HBM3E + HBM4) throughout 2026.
Morgan Stanley
Semis/Memory68%
0.57
Spread: Spurs (-6.5)(market prob: 52%)
polymarket
2026-06-04
234_012
Anthropic revenue will cross OpenAI revenue in middle of 2026
Peter Diamandis
Markets/Stocks67%
0.57polymarket
2026-06-04
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.57polymarket
2026-06-03
247_042
Professional Robotics League first US match on April 19, 2026 in Boston
Alex Wissner-Gross
Robotics65%
0.57polymarket
2026-06-04
234_012
Anthropic revenue will cross OpenAI revenue in middle of 2026
Peter Diamandis
Markets/Stocks67%
0.57polymarket
2026-06-04
234_012
Anthropic revenue will cross OpenAI revenue in middle of 2026
Peter Diamandis
Markets/Stocks67%
0.57polymarket
2026-05-26
239_004
xAI/Grok will catch up and exceed competitors on coding by mid-2026
Elon Musk
AI40%
0.57polymarket
2026-06-05
235_045
Most volume in e-commerce and physical world will eventually be dominated by algorithms (like quantitative trading).
Alex Wissner-Gross
Consumer42%
0.57polymarket
2026-01-04
247_002
Musk v. OpenAI lawsuit will settle with Sam stepping down as CEO and company continuing as for-profit
Alex Wissner-Gross
AI20%
0.57manifold
2026-06-05
248_014
If China leapfrogs the West algorithmically, the open/closed publication equilibrium will flip.
Alex Wissner-Gross
AI32%
0.57manifold
2026-06-05
242_035
S&P will see massive reshuffling with huge winners; no company can project FCF beyond 5 years
Dave Blundin
Markets/Stocks36%
0.57manifold
2026-06-05
FUT_009
Wars 2026-2031 pivot decisively from ideological struggles to brutal localized conflicts over critical physical inputs — specifically energy, copper, and agricultural fertilizers. Global geopolitical map fractures into highly regionalized spheres of in...
Peter Zeihan
Geopolitics42%
0.57manifold
2026-06-05
232_019
AI cannot be stopped; there's no mechanism to pause it.
Ben Horowitz
AI51%
0.57arxiv
2026-06-04
AUT_017
Defining 2023-2026 shift: maturation of 'Agentic AI' via heavy fine-tuning of pre-trained LLMs using advanced reinforcement learning techniques — single foundational models seamlessly handling diverse complex tasks (market analysis, software engineerin...
Jimmy Ba
AI65%
0.57arxiv
2026-06-04
238_070
Small language models will be where most algorithmic breakthroughs come from (crowdsourced)
Alex Wissner-Gross
AI42%
0.57arxiv
2026-06-04
CMQ_056
Small Language Model (SLM) optimizations and model-distillation techniques will enable localized humanoid reasoning with extreme power efficiency — embedded AI without cloud dependency.
Dario Amodei
AI/Compute19%
0.57arxiv
2026-06-04
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.57arxiv
2026-06-04
INF_027
AI infrastructure applied to structural biology will compress drug-development timelines from approximately a decade to weeks — potentially eradicating many major diseases within 10 years. Requires localized high-speed InfiniBand networking inside the DC.
Demis Hassabis
Biotech/Longevity38%
0.57arxiv
2026-06-04
CMQ_058
Localized hardware setups (multiple Apple Mac Studios, dedicated 'AI Max 300' silicon) will allow developers to run powerful inference workloads directly on-premises — reducing cloud dependency.
Alex Finn
AI/Compute59%
0.57arxiv
2026-06-03
ROB_013
Research foundations enabling seamless human-robot interaction in complex 3D physical spaces — algorithms translating human natural-language intent directly into complex robotic actuation eliminate hard-coded robotics engineering, allowing systems to g...
Jimmy Ba
Robotics62%
0.57arxiv
2026-06-04
229_042
Figure believes there will be a single omni-model fusing language, vision, action, memory — not multiple specialized neural nets per task.
Brett Adcock
AI40%
0.57arxiv
2026-06-04
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis83%
0.57arxiv
2026-06-04
247_037
Quantum computing will not break Bitcoin (Mike Saylor position)
Michael Saylor
Crypto54%
0.57arxiv
2026-06-04
SEM_033
AI is gaining the capability to autonomously conduct original physics research (e.g., GPT-5.2 Pro proved new gluon scattering formulas).
Alex Wissner-Gross
AI/Physics56%
0.57arxiv
2026-06-03
242_043
AI models will distill down to a few million parameters as end-state
Alex Wissner-Gross
AI35%
0.57arxiv
2026-06-03
234_045
Moon disassembly for AI data centers may not actually be needed due to physics advances
Alex Wissner-Gross
Space37%
0.57arxiv
2026-06-03
234_048
Next major revolutions in foundation models will come from small language models
Alex Wissner-Gross
AI41%
0.57arxiv
2026-06-03
234_045
Moon disassembly for AI data centers may not actually be needed due to physics advances
Alex Wissner-Gross
Space37%
0.57polymarket
2026-05-31
231_018
Blitz will switch to next generation model in late March 2026.
Dave Blundin
AI30%
0.57edgar_8k
2026-06-05
FUT_019
Global market rapidly accelerates bio-industrial circumvention of fractured supply chains 2026-2031: combination of Webb agentic LAMs overseeing vast bio-reactors powered by sub-cent-per-kWh solar energy creates highly-localized completely-autonomous i...
Multi-Forecaster Synthesis
Biotech/Longevity31%
0.57edgar_8k
2026-06-05
240_026
Elon's combined empire (SpaceX/xAI/Tesla/Optimus/Terrafab/orbital DCs) will be a $100T company
Dave Blundin
Markets/Stocks14%
0.57edgar_8k
2026-06-05
247_001
xAI will IPO at $2 trillion valuation this coming summer
Peter Diamandis
AI42%
0.57edgar_8k
2026-06-05
SEM_027
Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon.
Joseph Moore
Capital Markets68%
0.57manifold
2026-06-07
243_005
There will be many many winners in the autonomous space
Dara Khosrowshahi
Auto/Transport47%
0.57
Do you like 42% odds?(market prob: 42%)
manifold
2026-06-06
242_028
AI could automate 25% of US work hours
Goldman Sachs
Labor/Jobs39%
0.57polymarket
2026-06-07
248_014
If China leapfrogs the West algorithmically, the open/closed publication equilibrium will flip.
Alex Wissner-Gross
AI32%
0.57polymarket
2026-06-01
238_061
Massive social unrest / trough in 2026-2027, rebound in 2028
Dave Blundin
Macro/Economy36%
0.57arxiv
2026-06-05
235_037
Auto-regressive transformers and diffusion models will consolidate into one unified architecture.
Alex Wissner-Gross
AI35%
0.57arxiv
2026-06-05
AI_025
Most current generative AI wrappers are transient — they will fade into the background as infrastructure layers, analogous to Radio Shack fading in the Windows/PC era; winners will be infrastructure and verticalized depth plays, not thin API-wrapper apps.
Mark Cuban
AI60%
0.57arxiv
2026-06-05
ROB_013
Research foundations enabling seamless human-robot interaction in complex 3D physical spaces — algorithms translating human natural-language intent directly into complex robotic actuation eliminate hard-coded robotics engineering, allowing systems to g...
Jimmy Ba
Robotics62%
0.57polymarket
2026-06-07
246_022
Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%).
PolyMarket
AI37%
0.57polymarket
2026-02-16
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.57polymarket
2026-06-02
247_042
Professional Robotics League first US match on April 19, 2026 in Boston
Alex Wissner-Gross
Robotics65%
0.57polymarket
2026-06-08
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%
0.57polymarket
2026-06-08
229_001
Figure will put robots on its own manufacturing lines (BotQ) this year to build robots.
Brett Adcock
Robotics39%
0.57manifold
2026-06-08
ROB_003
AI will allow humanity to complete the next 25 years of scientific discovery in just 5 years — effectively bringing 2050-era science to 2030. Already manifesting in resolution of long-standing mathematical proofs (e.g. Erdős problems) via advanced reas...
Kevin Weil
AI45%
0.57manifold
2026-06-08
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-08
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-08
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-08
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-08
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-08
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-08
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-08
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-08
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-08
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-08
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-08
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-08
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-08
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57edgar_8k
2026-06-08
240_058
OpenAI throttling back on $1.6T Stargate plans
Alex Wissner-Gross
AI38%
0.57edgar_8k
2026-06-08
240_034
Morgan Stanley forecasts 13-40GW data center power shortfall through 2028
Morgan Stanley
Energy41%
0.57
FDA BLA761036: DARZALEX (DARATUMUMAB) — JANSSEN BIOTECH
fda
2026-05-28
INF_027
AI infrastructure applied to structural biology will compress drug-development timelines from approximately a decade to weeks — potentially eradicating many major diseases within 10 years. Requires localized high-speed InfiniBand networking inside the DC.
Demis Hassabis
Biotech/Longevity38%
0.57
T20 Blast: Essex vs Kent(market prob: 100%)
polymarket
2026-06-04
246_023
Grok 5 release ~20% probability for Q2 2026 per PolyMarket.
PolyMarket
AI43%
0.57polymarket
2026-04-13
234_012
Anthropic revenue will cross OpenAI revenue in middle of 2026
Peter Diamandis
Markets/Stocks67%
0.57polymarket
2026-05-30
246_023
Grok 5 release ~20% probability for Q2 2026 per PolyMarket.
PolyMarket
AI43%
0.57manifold
2026-06-09
229_026
By next year (2027), Figure expects to show real general purpose capability inside the robot; possibly within months.
Brett Adcock
Robotics15%
0.57manifold
2026-06-09
CMQ_034
HBM will remain in structural shortage through at least 2027 — shortage extends multi-year despite aggressive fab expansion.
Morgan Stanley
Semis/Memory84%
0.57manifold
2026-06-09
FUT_016
Next 5 years (2026-2030) require individuals + organizations to adopt 'FLUX' superpowers — ability to transform constant uncertainty into strategic advantage. Traditional linear career paths dissolve entirely by 2030, replaced by fluid portfolio-based ...
April Rinne
Labor/Jobs39%
0.57manifold
2026-06-09
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%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-09
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-06-08
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57edgar_8k
2026-06-09
240_058
OpenAI throttling back on $1.6T Stargate plans
Alex Wissner-Gross
AI38%
0.57arxiv
2026-06-07
TK01
AGI Capability Plateau (2026-27 Training Stall)
15%
0.57arxiv
2026-06-07
245_031
99% of synthetic biology focus will remain on human healthcare; similar tech applies more broadly
Ben Lamm
Biotech/Longevity41%
0.57polymarket
2026-06-04
240_046
Public interest in any alien disclosure will fade within one or two days
Alex Wissner-Gross
Media/Ads43%
0.57polymarket
2026-06-09
235_045
Most volume in e-commerce and physical world will eventually be dominated by algorithms (like quantitative trading).
Alex Wissner-Gross
Consumer42%
0.57polymarket
2026-04-13
SEM_023
No AI bubble — semiconductor positive trend will remain robust through 2026 with 'crystal clear' growth visibility into 2027.
Joseph Moore
Semis/Markets53%
0.57polymarket
2026-02-16
248_014
If China leapfrogs the West algorithmically, the open/closed publication equilibrium will flip.
Alex Wissner-Gross
AI32%
0.57polymarket
2026-06-04
246_022
Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%).
PolyMarket
AI37%
0.57polymarket
2026-06-09
FUT_012
Two-thirds of world's nations reaching tipping point 2026-2031 where building new renewable capacity is strictly cheaper than operating existing fully-depreciated coal/natural gas facilities — achieved completely independent of government subsidies. De...
Ramez Naam
Energy45%
0.57manifold
2026-06-09
233_007
In 2026, Alpha will launch new schools beyond the flagship model based on the Timeback platform.
Joe Liemandt
Education41%
0.57arxiv
2026-06-09
248_022
Deepseek-style hyperdeflation moments from algorithmic innovation will become more frequent but less effective at causing price swings.
Alex Wissner-Gross
Markets/Stocks42%
0.57arxiv
2026-06-09
AUT_010
As models transition from passive advisors to active multi-step task executors across digital networks, potential for catastrophic systemic failure scales exponentially — without rigorous legislative oversight + embedded algorithmic surveillance, auton...
Daniella Amodei
AI56%
0.57arxiv
2026-06-09
FUT_020
Profound structural collision: exponential AI cognitive bandwidth (Webb LAMs FUT_004) colliding with Zeihan demographic atrophy (FUT_007) forces corporations + sovereign states to delegate supply chain logistics, financial forecasting, infrastructure m...
Multi-Forecaster Synthesis
Labor/Jobs45%
0.57arxiv
2026-06-08
CMQ_058
Localized hardware setups (multiple Apple Mac Studios, dedicated 'AI Max 300' silicon) will allow developers to run powerful inference workloads directly on-premises — reducing cloud dependency.
Alex Finn
AI/Compute59%
0.57arxiv
2026-06-09
231_004
The solution wavefront will spread from math/coding to physics, chemistry, and other fields.
Alex Wissner-Gross
AI40%
0.57arxiv
2026-06-09
ROB_004
By approximately 2027-2028, collaborative AI programs will essentially 'solve physics' — unifying general relativity and quantum mechanics into a new mathematical framework; the core mission of DeepMind is to 'first solve AI, then use AI to solve every...
Demis Hassabis
AI8%
0.57arxiv
2026-06-09
231_004
The solution wavefront will spread from math/coding to physics, chemistry, and other fields.
Alex Wissner-Gross
AI40%
0.57arxiv
2026-06-08
239_032
Progress in AI will continue as series of overlapping S-curves
Elon Musk
AI40%
0.57polymarket
2026-01-02
246_023
Grok 5 release ~20% probability for Q2 2026 per PolyMarket.
PolyMarket
AI43%
0.57
Spread: Spurs (-5.5)(market prob: 51%)
polymarket
2026-06-11
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.57polymarket
2026-06-08
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%
0.57polymarket
2026-06-10
235_045
Most volume in e-commerce and physical world will eventually be dominated by algorithms (like quantitative trading).
Alex Wissner-Gross
Consumer42%
0.57polymarket
2026-05-27
240_009
Government will intervene if NVIDIA does 10-year forward contract locking up TSMC
Dave Blundin
Geopolitics32%
0.57polymarket
2026-06-09
243_025
Middle East (UAE, KSA) will be most forward-leaning on autonomous vehicle deployment
Dara Khosrowshahi
Auto/Transport44%
0.57
Will I be the pirate king(market prob: 27%)
manifold
2026-06-11
239_026
Future will be very entertaining
Elon Musk
Other55%
0.57manifold
2026-06-11
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%
0.57edgar_8k
2026-06-11
CYB_022
Supply-chain attacks targeting widely utilized open-source AI packages — exemplified by documented attacks on the LiteLLM framework — represent extreme systemic risk: a single compromised foundational code repository instantly and autonomously infects ...
Alex Wissner-Gross
AI76%
0.57edgar_8k
2026-06-11
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.57edgar_8k
2026-06-11
COD_AI_001
Vera Rubin becomes commercially available across major cloud and OEM partners by H2 2026
Codex Research Pack
Technology51%
0.57edgar_8k
2026-06-11
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.57edgar_8k
2026-06-11
240_034
Morgan Stanley forecasts 13-40GW data center power shortfall through 2028
Morgan Stanley
Energy41%
0.57edgar_8k
2026-06-11
SEM_028
Main characters for semi institutional portfolios: Nvidia, Broadcom, and high-growth connectivity firms like Astera Labs.
Joseph Moore
Capital Markets55%
0.57edgar_8k
2026-06-10
CYB_022
Supply-chain attacks targeting widely utilized open-source AI packages — exemplified by documented attacks on the LiteLLM framework — represent extreme systemic risk: a single compromised foundational code repository instantly and autonomously infects ...
Alex Wissner-Gross
AI76%
0.57edgar_8k
2026-06-10
SEM_027
Nvidia Data Center revenue +66% YoY, contributing ~90% of $57B fiscal Q3 revenue; >$4.5T market cap entirely underpinned by AI silicon.
Joseph Moore
Capital Markets68%
0.57edgar_8k
2026-06-10
240_002
Amazon or Anthropic will hit a trillion in revenue within a calendar year faster than NVIDIA
Dave Blundin
Markets/Stocks29%
0.57arxiv
2026-06-10
CMQ_058
Localized hardware setups (multiple Apple Mac Studios, dedicated 'AI Max 300' silicon) will allow developers to run powerful inference workloads directly on-premises — reducing cloud dependency.
Alex Finn
AI/Compute59%
0.57arxiv
2026-06-10
231_019
Feynman Grand Prize for nanotech (Drexlerian assemblers) could be solved in next 2-3 years.
Alex Wissner-Gross
Other39%
0.57arxiv
2026-06-10
ROB_013
Research foundations enabling seamless human-robot interaction in complex 3D physical spaces — algorithms translating human natural-language intent directly into complex robotic actuation eliminate hard-coded robotics engineering, allowing systems to g...
Jimmy Ba
Robotics62%
0.57arxiv
2026-06-10
SEM_022
FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed nations maintain competitive development.
Dave Blundin
AI/Architecture65%
0.57arxiv
2026-06-09
242_043
AI models will distill down to a few million parameters as end-state
Alex Wissner-Gross
AI35%
0.57arxiv
2026-06-09
CYB_023
Immutable cryptographic verification layers — specifically Bitcoin — must be integrated into AI architectures as decentralized ground-truth anchor: establishing undeniable digital provenance in an ecosystem inevitably flooded with AI-generated data, de...
Michael Saylor
Crypto26%
0.57arxiv
2026-06-09
240_013
Sam Altman predicts another architecture breakthrough as big as transformers over LSTMs
Sam Altman
AI41%