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 434 of 516, 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
0.57polymarket
2026-07-02
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
2026-07-02
247_042
Professional Robotics League first US match on April 19, 2026 in Boston
Alex Wissner-Gross
Robotics65%
0.57polymarket
2025-11-05
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%
0.57polymarket
2025-10-10
247_025
Super PACs will determine election outcomes at order of magnitude bigger than before
Dave Blundin
Geopolitics29%
0.57polymarket
2026-07-02
231_038
TSMC fabs will come online in 5-6-7 years; Elon won't wait that long.
Dave Blundin
AI44%
0.57manifold
2026-07-06
229_027
Figure's only serious competitive threat for humanoids is China; no US/Western player registers today.
Brett Adcock
Geopolitics41%
0.57
FDA ANDA217329: FOSTAMATINIB DISODIUM (FOSTAMATINIB DISODIUM) — ANNORA PHARMA
fda
2026-06-17
AI_031
AGI will be defined by its ability to autonomously formulate novel scientific hypotheses — effectively solving '100 years of biology' in a fraction of the historical time required, via continuous hypothesis-generation and experimental iteration.
Demis Hassabis
Biotech/Longevity51%
0.57
FDA ANDA217737: IOHEXOL (IOHEXOL) — AMNEAL
fda
2026-06-25
233_019
Alpha plans to conduct a million-student pharmaceutical-grade randomized control trial on Timeback.
Joe Liemandt
Education35%
0.57
FDA ANDA208269: HYDROCODONE BITARTRATE (HYDROCODONE BITARTRATE) — ALVOGEN
fda
2026-06-18
IND_010
Autonomous orbital manufacturing (facilitated by companies like Varda Space Industries) will successfully return pharmaceutical products processed in microgravity that are commercially superior to those manufactured on Earth by 2026 — new Biotech front...
Jared Isaacman
Biotech/Longevity43%
0.57polymarket
2026-07-06
SEM_015
Nvidia agreed to remit 15% of China chip-sale revenue directly to US government in exchange for reversing specific AI chip export bans.
Jensen Huang
Policy/Semis66%
0.57polymarket
2026-01-02
247_036
Google's Q-Day for quantum breaking RSA moved up to 2029
Google
AI46%
0.57polymarket
2026-07-07
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
2026-04-28
234_012
Anthropic revenue will cross OpenAI revenue in middle of 2026
Peter Diamandis
Markets/Stocks67%
0.57polymarket
2026-04-28
S_AI_PAUSE_2027
AI pause beginning 2027
ai_regulatory_pause10%
0.57manifold
2026-07-07
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
2026-07-07
229_027
Figure's only serious competitive threat for humanoids is China; no US/Western player registers today.
Brett Adcock
Geopolitics41%
0.57manifold
2026-07-07
232_038
Lunar fabs are a $100 trillion dollar opportunity.
Alex Wissner-Gross
Space43%
0.57manifold
2026-07-06
229_025
Competitors that can match Figure's current capabilities are at least two years behind.
Brett Adcock
Robotics46%
0.57arxiv
2026-07-06
CYB_016
Rural landscapes in the Global South move beyond conventional food production toward highly complex, multifunctional systems — agentic AI platforms synthesize localized ecological data to enable precision organic farming, transparent environmental prot...
Peter Dannenberg
Other42%
0.57arxiv
2026-07-06
S_ROBOTAXI_MASS_2030
Robotaxi >10% urban miles by Nov 2030
robotaxi_deployment30%
0.57arxiv
2026-07-06
AUT_020
AI-driven adaptive learning platforms operating with near-total autonomy — human teachers transition from content deliverers to motivational 'guides' while AI handles entirety of core academic instruction. Short highly-focused 'Pomodoro' sessions manag...
MacKenzie Price
Education49%
0.57arxiv
2026-07-05
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
2026-07-05
246_034
Thousands of Medev-like one-person unicorns will be created, following power law.
Alex Wissner-Gross
AI35%
0.57arxiv
2026-07-05
242_043
AI models will distill down to a few million parameters as end-state
Alex Wissner-Gross
AI35%
0.57arxiv
2026-07-05
CMQ_063
Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer.
Alex Wissner-Gross
Quantum/AI15%
0.57
Spread: Pistons (-10.5)(market prob: 50%)
polymarket
2026-04-28
246_023
Grok 5 release ~20% probability for Q2 2026 per PolyMarket.
PolyMarket
AI43%
0.57polymarket
2025-06-19
238_005
By September 2026 there will be 1000+ ultra-high-inspirational-quality videos of the future generated nearly free
Alex Wissner-Gross
AI39%
0.57polymarket
2026-04-29
246_054
Blue Origin gearing up to be first-tier competitor with SpaceX for moon missions.
Alex Wissner-Gross
Space37%
0.57polymarket
2026-03-17
246_011
Elon will feel Grok is ready to take over as CEO in next few years.
Dave Blundin
AI42%
0.57polymarket
2025-06-19
243_001
Autonomous vehicle market will develop in a hybrid way, not binary all-or-nothing
Dara Khosrowshahi
Auto/Transport44%
0.57polymarket
2025-06-19
246_023
Grok 5 release ~20% probability for Q2 2026 per PolyMarket.
PolyMarket
AI43%
0.57
Spread: Pistons (-9.5)(market prob: 55%)
polymarket
2026-04-28
235_016
SpaceX IPO anticipated potentially as early as next month (April 2026).
Peter Diamandis
Space31%
0.57polymarket
2025-07-03
236_013
Democrats will no longer campaign in Iowa (DNC demoted Iowa)
Andrew Yang
Geopolitics50%
0.57polymarket
2026-01-03
CMQ_027
The inference inflection has arrived — industry transitioning from training-dominated capex (2023-2025) to inference-dominated economics (2026+).
Jensen Huang
AI/Compute92%
0.57polymarket
2025-06-19
246_023
Grok 5 release ~20% probability for Q2 2026 per PolyMarket.
PolyMarket
AI43%
0.57polymarket
2026-04-09
233_009
A motivational learning bundle with video game designers will be released in 2026.
Joe Liemandt
Education36%
0.57polymarket
2025-07-02
238_005
By September 2026 there will be 1000+ ultra-high-inspirational-quality videos of the future generated nearly free
Alex Wissner-Gross
AI39%
0.57polymarket
2025-12-06
236_011
Independent/third party presidential run possible in 2028 election
Andrew Yang
Geopolitics46%
0.57polymarket
2025-07-10
247_025
Super PACs will determine election outcomes at order of magnitude bigger than before
Dave Blundin
Geopolitics29%
0.57polymarket
2026-04-22
247_042
Professional Robotics League first US match on April 19, 2026 in Boston
Alex Wissner-Gross
Robotics65%
0.57polymarket
2025-09-17
234_012
Anthropic revenue will cross OpenAI revenue in middle of 2026
Peter Diamandis
Markets/Stocks67%
0.57manifold
2026-04-28
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI20%
0.57manifold
2026-04-28
AI_002
Models matching the collective cognitive capacity of 'a country of geniuses in a datacenter' — acting simultaneously across all domains — could arrive as early as 2026 or 2027.
Dario Amodei
AI16%
0.57manifold
2026-04-28
237_008
App stores will go away; users won't download apps but instead generate software on demand from local models.
Alex Finn
Consumer31%
0.57manifold
2026-04-28
241_042
Post-tragedy, global leaders (US, China) will convene on AI governance
Eric Schmidt
Geopolitics44%
0.57manifold
2026-04-28
240_046
Public interest in any alien disclosure will fade within one or two days
Alex Wissner-Gross
Media/Ads43%
0.57manifold
2026-04-27
238_021
Math, science, engineering, and medicine will all be solved by AI
Alex Wissner-Gross
AI42%
0.57manifold
2026-04-27
248_038
We will see humanoid robot threats alongside the current Sam Altman backlash.
Salim Ismail
Robotics34%
0.57manifold
2026-04-26
248_040
Pausing AI will fail and only accelerate race dynamics.
Alex Wissner-Gross
AI53%
0.57manifold
2026-04-24
243_005
There will be many many winners in the autonomous space
Dara Khosrowshahi
Auto/Transport47%
0.57edgar_8k
2026-04-29
CMQ_049
Traditional tech giants (Apple, Meta, Microsoft) with massive existing platform distribution will capture monopolistic shares of the consumer AI agent market via deep OS-level integration.
Jason Calacanis
AI/Markets50%
0.57polymarket
2025-11-12
247_042
Professional Robotics League first US match on April 19, 2026 in Boston
Alex Wissner-Gross
Robotics65%
0.57polymarket
2026-04-21
234_012
Anthropic revenue will cross OpenAI revenue in middle of 2026
Peter Diamandis
Markets/Stocks67%
0.57
76ers vs. Celtics(market prob: 28%)
polymarket
2026-04-26
235_025
Nvidia's margins unsustainable; cracks in armor but all chips made will sell.
Dave Blundin
Markets/Stocks32%
0.57gdelt
2026-04-30
246_013
Artemis 4 crewed moon landing mission to south pole in early 2028.
Peter Diamandis
Space18%
0.57gdelt
2026-04-30
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.57gdelt
2026-04-30
INF_069
Bitcoin's total addressable market will ultimately reach approximately $270 trillion — positioning it as "digital capital" and apex reserve asset, capturing global store-of-value demand currently distributed across real estate, gold, sovereign debt, an...
Michael Saylor
Crypto15%
0.57gdelt
2026-04-30
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%
0.57gdelt
2026-04-30
SEM_009
The AI boom rooted in semiconductor hardware will generate the world's first individual trillionaire (2026+).
Mark Cuban
Economy30%
0.57
gdelt
2026-04-30
247_028
Musk doesn't care about $100 billion in lawsuit, cares about Sam/Greg departing
Dave Blundin
AI45%
0.57
gdelt
2026-04-30
TK10
$100T Sovereign Debt Crisis
12%
0.57gdelt
2026-04-30
TK02
AI Compute Supply Shock (TSMC/Taiwan Disruption)
12%
0.57polymarket
2026-04-29
247_042
Professional Robotics League first US match on April 19, 2026 in Boston
Alex Wissner-Gross
Robotics65%
0.57polymarket
2025-07-03
246_023
Grok 5 release ~20% probability for Q2 2026 per PolyMarket.
PolyMarket
AI43%
0.57polymarket
2026-04-29
229_005
The global humanoid robotics industry will consolidate to far fewer than 10 players.
Brett Adcock
Robotics36%
0.57polymarket
2025-12-06
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.57polymarket
2025-09-17
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.57polymarket
2025-11-12
S_AI_PAUSE_2027
AI pause beginning 2027
ai_regulatory_pause10%
0.57polymarket
2026-04-20
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%
0.57polymarket
2025-12-06
246_023
Grok 5 release ~20% probability for Q2 2026 per PolyMarket.
PolyMarket
AI43%
0.57polymarket
2026-01-07
SEM_023
No AI bubble — semiconductor positive trend will remain robust through 2026 with 'crystal clear' growth visibility into 2027.
Joseph Moore
Semis/Markets53%
0.57
Cavaliers vs. Raptors(market prob: 61%)
polymarket
2026-04-25
234_015
Anthropic, OpenAI and SpaceX IPOs are likely within the next 6 months
Peter Diamandis
Markets/Stocks31%
0.57polymarket
2025-07-03
247_025
Super PACs will determine election outcomes at order of magnitude bigger than before
Dave Blundin
Geopolitics29%
0.57manifold
2026-04-30
FUT_011
By 2050: solar PV generation costs plunge below 0.5 cents per kWh in optimal geographic locations; below 1 cent per kWh across vast majority of globe; even in poorest-irradiance/highest-regulatory-burden regions costs not exceeding 1.5 cents per kWh. 2...
Ramez Naam
Energy45%
0.57
Lightning vs. Canadiens(market prob: 53%)
polymarket
2026-04-29
230_006
The frontier models will go dark — kept internal to benefit the labs in an all-out battle.
Peter Diamandis
AI48%
0.57polymarket
2026-04-27
246_023
Grok 5 release ~20% probability for Q2 2026 per PolyMarket.
PolyMarket
AI43%
0.57polymarket
2025-06-19
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI20%
0.57polymarket
2025-06-19
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
2025-12-06
236_011
Independent/third party presidential run possible in 2028 election
Andrew Yang
Geopolitics46%
0.57polymarket
2025-12-06
241_027
China will win low-end robotic hardware race
Eric Schmidt
Robotics49%
0.57manifold
2026-05-01
229_020
By end of 2026, Figure will be able to drop a robot into an unseen home and do fairly long-horizon work.
Brett Adcock
Robotics20%
0.57polymarket
2026-05-02
246_023
Grok 5 release ~20% probability for Q2 2026 per PolyMarket.
PolyMarket
AI43%
0.57polymarket
2025-12-06
235_007
AI regulation window is this calendar year 2026 before chaos breaks out.
Dave Blundin
Geopolitics19%
0.57polymarket
2026-04-05
238_061
Massive social unrest / trough in 2026-2027, rebound in 2028
Dave Blundin
Macro/Economy36%
0.57polymarket
2026-04-05
246_022
Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%).
PolyMarket
AI37%
0.57polymarket
2025-12-06
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
2025-12-06
236_011
Independent/third party presidential run possible in 2028 election
Andrew Yang
Geopolitics46%
0.57polymarket
2026-05-02
229_025
Competitors that can match Figure's current capabilities are at least two years behind.
Brett Adcock
Robotics46%
0.57polymarket
2026-05-02
229_025
Competitors that can match Figure's current capabilities are at least two years behind.
Brett Adcock
Robotics46%
0.57polymarket
2026-04-27
CMQ_037
Samsung will grow global HBM market share from 20% to 28% by securing majority of orders for Vera Rubin-exclusive HBM4.
Morgan Stanley
Semis/Memory20%
0.57polymarket
2026-04-27
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
2025-12-06
246_022
Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%).
PolyMarket
AI37%
0.57polymarket
2025-12-06
246_023
Grok 5 release ~20% probability for Q2 2026 per PolyMarket.
PolyMarket
AI43%
0.57
76ers vs. Knicks(market prob: 30%)
polymarket
2026-05-03
248_014
If China leapfrogs the West algorithmically, the open/closed publication equilibrium will flip.
Alex Wissner-Gross
AI32%
0.57polymarket
2025-07-03
247_025
Super PACs will determine election outcomes at order of magnitude bigger than before
Dave Blundin
Geopolitics29%
0.57polymarket
2026-04-27
CMQ_027
The inference inflection has arrived — industry transitioning from training-dominated capex (2023-2025) to inference-dominated economics (2026+).
Jensen Huang
AI/Compute92%
0.57polymarket
2026-01-21
241_005
2026 is the year of agents - agents will take over everything this year
Eric Schmidt
AI50%
0.57manifold
2026-05-03
241_011
By end of 2026, no one will write code manually - it'll be a quaint skill
Peter Diamandis
Labor/Jobs47%
0.57manifold
2026-05-03
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%
0.57manifold
2026-05-03
236_012
An independent candidate will get outsized support in 2028 despite attacks
Andrew Yang
Geopolitics51%
0.57polymarket
2025-12-06
236_011
Independent/third party presidential run possible in 2028 election
Andrew Yang
Geopolitics46%
0.57polymarket
2025-12-06
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
2026-04-27
CMQ_027
The inference inflection has arrived — industry transitioning from training-dominated capex (2023-2025) to inference-dominated economics (2026+).
Jensen Huang
AI/Compute92%
0.57manifold
2026-05-04
INF_014
Data-center industry could emit up to 2.5 billion tons of CO2 cumulatively through 2030 if powered primarily by fossil fuels — a scale that materially delays global climate-pledge compliance.
Morgan Stanley
Energy42%
0.57manifold
2026-05-04
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.57manifold
2026-05-03
S_AI_PAUSE_2027
AI pause beginning 2027
ai_regulatory_pause10%
0.57polymarket
2026-05-02
231_015
Next Deep Seek model release will be when Chinese open-weight models catch up to American frontier models.
Alex Wissner-Gross
AI34%
0.57polymarket
2026-05-04
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
2026-05-05
231_018
Blitz will switch to next generation model in late March 2026.
Dave Blundin
AI30%
0.57manifold
2026-05-05
243_005
There will be many many winners in the autonomous space
Dara Khosrowshahi
Auto/Transport47%
0.57edgar_8k
2026-05-05
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%
0.57edgar_8k
2026-05-05
SEM_009
The AI boom rooted in semiconductor hardware will generate the world's first individual trillionaire (2026+).
Mark Cuban
Economy30%
0.57edgar_8k
2026-05-05
S_GRID_50GW_2027
50GW dedicated AI/data center grid by Dec 2027
energy_grid_expansion40%
0.57edgar_8k
2026-05-05
INF_007
OpenAI will dominate global AI data-center capacity by 2027 — centralization of compute power that parallels monopolistic utilities of the early industrial age.
Alex Wissner-Gross
AI43%
0.57edgar_8k
2026-05-05
TK10
$100T Sovereign Debt Crisis
12%
0.57edgar_8k
2026-05-04
CMQ_049
Traditional tech giants (Apple, Meta, Microsoft) with massive existing platform distribution will capture monopolistic shares of the consumer AI agent market via deep OS-level integration.
Jason Calacanis
AI/Markets50%
0.57
FDA ANDA079099: LAMOTRIGINE (LAMOTRIGINE) — GLENMARK PHARMS LTD
fda
2026-04-17
248_030
FDA will be first government agency forced to get out of the way; government must accelerate regulation speed thousands of times.
Dave Blundin
Geopolitics50%
0.57
FDA NDA022063: MYDAYIS (AMPHETAMINE ASPARTATE) — TAKEDA PHARMS USA
fda
2026-04-23
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.57
FDA ANDA219897: PIMOZIDE (PIMOZIDE) — NOVITIUM PHARMA
fda
2026-04-13
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.57
FDA ANDA213093: ANDA213093 ((unspecified)) — QILU PHARM CO LTD
fda
2026-04-29
248_030
FDA will be first government agency forced to get out of the way; government must accelerate regulation speed thousands of times.
Dave Blundin
Geopolitics50%
0.57
FDA ANDA213093: ANDA213093 ((unspecified)) — QILU PHARM CO LTD
fda
2026-04-29
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.57
FDA ANDA206252: QUETIAPINE FUMARATE (QUETIAPINE FUMARATE) — ACCORD HLTHCARE
fda
2026-04-22
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.57
FDA ANDA215575: ANDA215575 ((unspecified)) — QILU PHARM HAINAN
fda
2026-04-15
248_030
FDA will be first government agency forced to get out of the way; government must accelerate regulation speed thousands of times.
Dave Blundin
Geopolitics50%
0.57
FDA ANDA217772: FOSFOMYCIN TROMETHAMINE (FOSFOMYCIN TROMETHAMINE) — AUCTA
fda
2026-04-09
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.57
FDA ANDA220221: VERICIGUAT (VERICIGUAT) — TORRENT PHARMACEUTICALS LTD
fda
2026-04-20
248_030
FDA will be first government agency forced to get out of the way; government must accelerate regulation speed thousands of times.
Dave Blundin
Geopolitics50%
0.57
FDA NDA018900: METRO I.V. IN PLASTIC CONTAINER (METRONIDAZOLE) — B BRAUN
fda
2026-04-23
IND_010
Autonomous orbital manufacturing (facilitated by companies like Varda Space Industries) will successfully return pharmaceutical products processed in microgravity that are commercially superior to those manufactured on Earth by 2026 — new Biotech front...
Jared Isaacman
Biotech/Longevity43%
0.57
FDA ANDA220264: VERICIGUAT (VERICIGUAT) — CHANGZHOU PHARMACEUTICAL FACTORY
fda
2026-04-08
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.57
FDA ANDA220269: NITROFURANTOIN (MONOHYDRATE/MACROCRYSTALS) (NITROFURANTOIN) — CREEKWOOD PHARMS
fda
2026-04-07
242_048
FDA will move to zero clinical trial model given enough Bayesian/computational evidence
Alex Wissner-Gross
Biotech/Longevity31%
0.57
FDA NDA204026: POMALYST (POMALIDOMIDE) — BRISTOL
fda
2026-04-27
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.57github_release
2025-10-14
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%
0.57github_release
2025-04-05
245_039
Colossal has not yet started work on dinosaurs, corals, dragons or Pokemon
Ben Lamm
Biotech/Longevity45%
0.57github_release
2025-06-28
242_044
Base AI models becoming commodity; value migrates up the stack
Alex Wissner-Gross
AI35%
0.57github_release
2023-08-17
240_021
Post-transformer architecture will be even more specialized than GPUs
Alex Wissner-Gross
AI35%
0.57github_release
2025-11-12
248_048
AI models will move to a post-binary (sub-one-bit) numerical precision paradigm.
Alex Wissner-Gross
AI34%
0.57github_release
2023-05-08
240_021
Post-transformer architecture will be even more specialized than GPUs
Alex Wissner-Gross
AI35%
0.57github_release
2021-04-28
247_045
1X Neo humanoid robot will be delivered this summer 2026
Peter Diamandis
Robotics32%
0.57
Spread: Knicks (-7.5)(market prob: 62%)
polymarket
2026-05-05
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.57
Canadiens vs. Sabres(market prob: 46%)
polymarket
2026-05-04
230_006
The frontier models will go dark — kept internal to benefit the labs in an all-out battle.
Peter Diamandis
AI48%
0.57polymarket
2026-04-17
INF_070
Bitcoin mining will function as the ultimate "buyer of last resort" for energy producers — a perfectly elastic, location-agnostic load that absorbs excess solar output and stranded remote-nuclear power (e.g. Valar Atomics gigasites, Bloom Energy co-gen...
Leopold Aschenbrenner
Energy57%
0.57polymarket
2026-05-05
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%
0.57manifold
2026-05-06
235_011
PE fund will emerge shortly to buy medium/big companies and install AI digital twin infrastructure.
Salim Ismail
Markets/Stocks47%
0.57manifold
2026-05-06
248_019
US data center moratoriums will push AI compute out to LEO / sun-synchronous orbit / Dyson swarm.
Alex Wissner-Gross
Space12%
0.57manifold
2026-05-06
240_046
Public interest in any alien disclosure will fade within one or two days
Alex Wissner-Gross
Media/Ads43%
0.57arxiv
2026-05-05
CYB_009
Hardware-software alignment will force widespread foundational-codebase rewrites — exemplified by Midjourney's strategic migration from Google TPU architecture to native GPU framework, enabling hyper-fast personalization, HD generation, and massive par...
David Holz
AI77%
0.57arxiv
2026-05-05
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%
0.57arxiv
2026-05-05
CMQ_055
Multimodal voice recognition powered by generative AI will serve as the default user interface for humanoid physical workers — speak instructions, robot executes.
Brett Adcock
Robotics29%
0.57arxiv
2026-05-05
235_037
Auto-regressive transformers and diffusion models will consolidate into one unified architecture.
Alex Wissner-Gross
AI35%
0.57arxiv
2026-05-04
AI_015
Localized, decentralized open-source AI models — the 'Last Economy' — will form the backbone of AI infrastructure, stripping monopolistic pricing power from centralized hyperscalers.
Emad Mostaque
AI35%
0.57arxiv
2026-05-05
230_008
AI will bulk-solve math, physical sciences, engineering, medicine, and material sciences.
Alex Wissner-Gross
AI40%
0.57arxiv
2026-05-05
241_019
AI scaling laws have not hit an asymptote yet
Eric Schmidt
AI51%
0.57
FDA ANDA217554: LENALIDOMIDE (LENALIDOMIDE) — DEVA HOLDING AS
fda
2026-04-27
CMQ_035
HBM4 16-layer stack design (required for Vera Rubin) places unprecedented yield and capacity strain on global memory fabrication facilities.
Jensen Huang / Morgan Stanley
Semis/Memory68%
0.57
FDA ANDA210154: LENALIDOMIDE (LENALIDOMIDE) — ZYDUS PHARMS
fda
2026-04-27
SEM_026
Nvidia's next 'Rubin' product cycle is the most critical factor for semi industry in coming year — further integrates logic + HBM.
Joseph Moore
Semis/Products62%
0.57
FDA NDA214120: ONUREG (AZACITIDINE) — BRISTOL
fda
2026-04-09
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
FDA ANDA219593: PREGABALIN (PREGABALIN) — UNICHEM
fda
2026-04-30
CMQ_009
Altman's claim of doctor-level AI diagnostic capability within 2-3 years is 'pure nonsense' — fails to account for medical communication, diagnostic uncertainty, and ethical complexity.
Demis Hassabis
AI60%
0.57
FDA BLA761044: STELARA (USTEKINUMAB) — JANSSEN BIOTECH
fda
2026-04-15
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
FDA BLA761467: KEYTRUDA QLEX (PEMBROLIZUMAB) — MERCK SHARP DOHME
fda
2026-06-24
COD_BIO_002
An AI-designed Isomorphic or peer drug enters or completes Phase 1 by end 2027
Codex Research Pack
Biotech/Longevity50%
0.57
FDA BLA761467: KEYTRUDA QLEX (PEMBROLIZUMAB) — MERCK SHARP DOHME
fda
2026-06-24
IND_010
Autonomous orbital manufacturing (facilitated by companies like Varda Space Industries) will successfully return pharmaceutical products processed in microgravity that are commercially superior to those manufactured on Earth by 2026 — new Biotech front...
Jared Isaacman
Biotech/Longevity43%
0.57
Spread: Thunder (-15.5)(market prob: 49%)
polymarket
2026-05-06
238_028
Anthropic plugins will enable market-by-market disruption (could short stocks and announce plugins)
Emad Mostaque
Markets/Stocks31%
0.57polymarket
2026-04-14
232_021
No chance AI will be paused in the next three years given current administration and China competition.
Dave Blundin
Geopolitics75%
0.57polymarket
2026-04-14
242_037
China will land on the moon before end of 2030
China (government)
Space37%
0.57polymarket
2026-05-06
235_025
Nvidia's margins unsustainable; cracks in armor but all chips made will sell.
Dave Blundin
Markets/Stocks32%
0.57polymarket
2026-05-06
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI40%
0.57polymarket
2026-05-07
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%
0.57manifold
2026-05-07
COD_ROB_003
At least two humanoid vendors exceed 1,000 cumulative deployed robots by end 2027
Codex Research Pack
Robotics33%
0.57manifold
2026-05-07
242_047
Frontier AI may solve most diseases in 5 years
Alex Wissner-Gross
Biotech/Longevity39%
0.57manifold
2026-05-06
236_003
Jobs will get whisked away in many firms in 2026
Andrew Yang
Labor/Jobs49%
0.57arxiv
2026-05-06
CYB_011
Consumer commerce shifts from 'search and click' to 'ask and buy' — persistent AI agents with hyper-personalized memory navigate budgetary limits, ethical brand preferences, dietary restrictions, and logistical requirements with absolute precision, sev...
Alex Finn
Consumer44%
0.57arxiv
2026-05-06
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
2026-05-06
CMQ_055
Multimodal voice recognition powered by generative AI will serve as the default user interface for humanoid physical workers — speak instructions, robot executes.
Brett Adcock
Robotics29%
0.57github_release
2026-05-07
COD_SPC_005
NASA Dragonfly launches on Falcon Heavy in the July 2028 window
Codex Research Pack
Space33%
0.57github_release
2019-05-30
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%
0.57github_release
2025-12-14
247_057
Parameter scaling race is over; frontier labs plateauing at 10T parameters
Alex Wissner-Gross
AI28%
0.57
Canadiens vs. Sabres(market prob: 46%)
polymarket
2026-05-04
230_006
The frontier models will go dark — kept internal to benefit the labs in an all-out battle.
Peter Diamandis
AI48%
0.57polymarket
2025-07-10
247_025
Super PACs will determine election outcomes at order of magnitude bigger than before
Dave Blundin
Geopolitics29%
0.57arxiv
2026-05-07
235_037
Auto-regressive transformers and diffusion models will consolidate into one unified architecture.
Alex Wissner-Gross
AI35%
0.57arxiv
2026-05-07
AI_036
Reinforcement Learning from Human Feedback (RLHF) will fail catastrophically when applied to superintelligence — because humans will be inherently incapable of evaluating the incomprehensible logic and actions of an ASI; therefore, aligning superintell...
Leopold Aschenbrenner
AI49%
0.57arxiv
2026-05-07
AUT_002
Models excelling at highly structured mathematical benchmarks exhibit a 'unified capability substrate' enabling dominance in seemingly unrelated fields (coding, logical reasoning, scientific discovery) — the 'mathematical skeleton' of the technological...
Alex Wissner-Gross
AI59%
0.57arxiv
2026-05-07
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
2026-05-07
241_031
Scientists don't agree yet on approach for recursive self-improvement
Eric Schmidt
AI48%
0.57arxiv
2026-05-07
242_002
Long-term petawatt compute will come only from lunar mass drivers
Peter Diamandis
Space37%
0.57arxiv
2026-05-07
231_004
The solution wavefront will spread from math/coding to physics, chemistry, and other fields.
Alex Wissner-Gross
AI40%
0.57arxiv
2026-05-06
231_019
Feynman Grand Prize for nanotech (Drexlerian assemblers) could be solved in next 2-3 years.
Alex Wissner-Gross
Other39%
0.57arxiv
2026-05-06
CMQ_063
Quantum compute integration with AI optimization algorithms and material-science discovery could drastically accelerate algorithmic efficiencies for Intelligence Explosion — potentially pulling superintelligence timelines closer.
Alex Wissner-Gross
Quantum/AI15%
0.57arxiv
2026-05-06
240_032
PSI's GPD will solve some of the hardest physics problems over the next few years
Alex Wissner-Gross
AI43%
0.57arxiv
2026-05-06
242_043
AI models will distill down to a few million parameters as end-state
Alex Wissner-Gross
AI35%
0.57arxiv
2026-05-06
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
2026-05-06
247_050
Virtual cell achievable through classical scaling without quantum computing
Alex Wissner-Gross
Biotech/Longevity44%
0.57
FDA ANDA060469: TETRACYCLINE HYDROCHLORIDE (TETRACYCLINE HYDROCHLORIDE) — IMPAX LABS
fda
2026-04-17
245_010
Breaking will pursue a human-body microplastic solution (supplement) in addition to environmental plastic degradation
Ben Lamm
Biotech/Longevity41%
0.57polymarket
2026-05-07
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
2026-05-04
237_017
The entire SaaS market is going to zero because features can be rebuilt in five minutes with agents.
Alex Finn
Markets/Stocks35%
0.57
Avalanche vs. Wild(market prob: 56%)
polymarket
2026-05-03
234_012
Anthropic revenue will cross OpenAI revenue in middle of 2026
Peter Diamandis
Markets/Stocks67%
0.57
Spurs vs. Timberwolves(market prob: 65%)
polymarket
2026-05-04
246_022
Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%).
PolyMarket
AI37%
0.57polymarket
2026-03-24
236_040
CEO will be last to go in AI wave of automation
Andrew Yang
Labor/Jobs42%
0.57polymarket
2026-04-27
242_035
S&P will see massive reshuffling with huge winners; no company can project FCF beyond 5 years
Dave Blundin
Markets/Stocks36%
0.57polymarket
2026-05-05
242_036
Mid-cap/small-cap firms with high-labor ops will triple FCF while multiple compresses
Dave Blundin
Markets/Stocks29%
0.57polymarket
2026-05-04
242_047
Frontier AI may solve most diseases in 5 years
Alex Wissner-Gross
Biotech/Longevity39%
0.57polymarket
2026-05-04
SEM_023
No AI bubble — semiconductor positive trend will remain robust through 2026 with 'crystal clear' growth visibility into 2027.
Joseph Moore
Semis/Markets53%
0.57manifold
2026-05-07
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.57polymarket
2026-05-04
229_001
Figure will put robots on its own manufacturing lines (BotQ) this year to build robots.
Brett Adcock
Robotics39%
0.57polymarket
2026-05-04
246_022
Claude Mythos will NOT be released publicly near-term (PolyMarket ~7%).
PolyMarket
AI37%