Validations Queue

48,394 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 4 of 7, 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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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
0.60gdelt
2026-04-30
240_027
SpaceX and xAI will merge and go public in the next couple of months
Peter Diamandis
Markets/Stocks74%
0.60gdelt
2026-04-30
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.60
gdelt
2026-04-30
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis87%
0.60
gdelt
2026-04-30
CYB_003
Localized, ungoverned multi-agent networks will spontaneously generate their own social networks, governance manifestos, debated ethics, and closed-loop digital economies — exemplified by the Moltbook platform in early 2026 where 150,000+ autonomous AI...
Alex Finn
AI55%
0.60gdelt
2026-04-30
SEM_002
By 2025-2026, AI model outputs will outpace the cognitive capabilities of college graduates (driven by hundreds of millions of GPUs).
Leopold Aschenbrenner
AI56%
0.60gdelt
2026-04-30
247_004
Musk v. OpenAI case will set precedent for all future nonprofit-to-for-profit conversions
Dave Blundin
AI45%
0.60gdelt
2026-04-30
SEM_025
Morgan Stanley price target $250 for Nvidia — representing 32% upside from current levels.
Joseph Moore
Capital Markets55%
0.60gdelt
2026-04-30
238_048
US must find 100 GW of new power or lose AI race to China (cited from Eric Schmidt)
Eric Schmidt
Geopolitics45%
0.60
gdelt
2026-04-30
242_049
W-2 income will get pummeled over next 3 years; assets will appreciate
Dave Blundin
Macro/Economy50%
0.60gdelt
2026-04-30
SEM_030
S&P 500 roughly 10% upside in 2026 driven by AI productivity wave rolling through broader economy (not just megacap).
Mike Wilson
Capital Markets43%
0.60
gdelt
2026-04-30
CMQ_027
The inference inflection has arrived — industry transitioning from training-dominated capex (2023-2025) to inference-dominated economics (2026+).
Jensen Huang
AI/Compute92%
0.60gdelt
2026-04-30
234_004
Mistral will emerge as a vertically integrated European OpenAI
Alex Wissner-Gross
AI35%
0.60gdelt
2026-04-30
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.60gdelt
2026-04-30
IND_015
Integration of open agentic systems drives near-term 'economic inversion' — arrival of 'AI CEO' in 2026: autonomous algorithmic systems capable of directing capital and labor so efficiently they accumulate billionaire-level wealth. Open-source AI acts ...
Emad Mostaque
Macro/Economy26%
0.60gdelt
2026-04-30
234_004
Mistral will emerge as a vertically integrated European OpenAI
Alex Wissner-Gross
AI35%
0.60gdelt
2026-04-30
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.60gdelt
2026-04-30
240_043
CS placements collapsed from 89% to 19% over 3 years; similar collapse coming for other professions
Peter Diamandis
Labor/Jobs55%
0.60gdelt
2026-04-30
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis87%
0.60gdelt
2026-04-30
235_016
SpaceX IPO anticipated potentially as early as next month (April 2026).
Peter Diamandis
Space31%
0.60gdelt
2026-04-30
AI_010
The 2026 development landscape has entered the 'Slopacolypse' — AI writes the vast majority of new code, developer manual-coding skills atrophy, and engineering transitions from syntax-writing to high-level architectural prompting and 'vibe coding'.
Andrej Karpathy
AI90%
0.60
gdelt
2026-04-30
TK07
Labor Political Backlash (UBI Mandate / AI Tax)
18%
0.60gdelt
2026-04-30
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%
0.60gdelt
2026-04-30
247_007
Anthropic ARR will reach $1 trillion by end of 2027
Peter Diamandis
AI50%
0.60gdelt
2026-04-30
248_010
AI capabilities will advance 100x in 2026 (by summer, potentially more).
Dave Blundin
AI31%
0.60gdelt
2026-04-30
247_007
Anthropic ARR will reach $1 trillion by end of 2027
Peter Diamandis
AI50%
0.60
gdelt
2026-04-30
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis87%
0.60gdelt
2026-04-30
CMQ_018
By 2027-2028, the strategic value of superintelligence + impossible trillion-dollar infrastructure cost will trigger government consolidation of AGI development — 'The Project'.
Leopold Aschenbrenner
Geopolitics35%
0.60
gdelt
2026-04-30
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis87%
0.60gdelt
2026-04-30
238_047
US will add 86 GW of new grid capacity in 2026, 51% from solar
Emad Mostaque
Energy45%
0.60gdelt
2026-04-30
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/Economy35%
0.60gdelt
2026-04-30
247_002
Musk v. OpenAI lawsuit will settle with Sam stepping down as CEO and company continuing as for-profit
Alex Wissner-Gross
AI32%
0.60gdelt
2026-04-30
247_002
Musk v. OpenAI lawsuit will settle with Sam stepping down as CEO and company continuing as for-profit
Alex Wissner-Gross
AI32%
0.60gdelt
2026-04-30
247_002
Musk v. OpenAI lawsuit will settle with Sam stepping down as CEO and company continuing as for-profit
Alex Wissner-Gross
AI32%
0.60gdelt
2026-04-30
247_002
Musk v. OpenAI lawsuit will settle with Sam stepping down as CEO and company continuing as for-profit
Alex Wissner-Gross
AI32%
0.60gdelt
2026-04-30
247_002
Musk v. OpenAI lawsuit will settle with Sam stepping down as CEO and company continuing as for-profit
Alex Wissner-Gross
AI32%
0.60gdelt
2026-04-30
247_002
Musk v. OpenAI lawsuit will settle with Sam stepping down as CEO and company continuing as for-profit
Alex Wissner-Gross
AI32%
0.60gdelt
2026-04-30
247_002
Musk v. OpenAI lawsuit will settle with Sam stepping down as CEO and company continuing as for-profit
Alex Wissner-Gross
AI32%
0.60
gdelt
2026-04-30
S_AGI_MID_2029
AGI mid: Kurzweil 2029 path
agi_general_capability35%
0.60gdelt
2026-04-30
247_002
Musk v. OpenAI lawsuit will settle with Sam stepping down as CEO and company continuing as for-profit
Alex Wissner-Gross
AI32%
0.60gdelt
2026-04-30
247_002
Musk v. OpenAI lawsuit will settle with Sam stepping down as CEO and company continuing as for-profit
Alex Wissner-Gross
AI32%
0.60gdelt
2026-04-30
247_002
Musk v. OpenAI lawsuit will settle with Sam stepping down as CEO and company continuing as for-profit
Alex Wissner-Gross
AI32%
0.60gdelt
2026-04-30
AI_021
The 2026-2027 window is the 'Great Disemboweling' of white-collar employment — millions of mid-career professionals (junior software developers, legal analysts, corporate marketers) lose jobs within a 12-18 month timeframe; resulting unemployment casca...
Andrew Yang
Labor/Jobs46%
0.60gdelt
2026-04-30
247_002
Musk v. OpenAI lawsuit will settle with Sam stepping down as CEO and company continuing as for-profit
Alex Wissner-Gross
AI32%
0.60gdelt
2026-04-30
247_002
Musk v. OpenAI lawsuit will settle with Sam stepping down as CEO and company continuing as for-profit
Alex Wissner-Gross
AI32%
0.60gdelt
2026-04-30
238_005
By September 2026 there will be 1000+ ultra-high-inspirational-quality videos of the future generated nearly free
Alex Wissner-Gross
AI39%
0.60gdelt
2026-04-30
242_058
Cybercab owners will generate revenue via autonomous ridesharing fleets
Peter Diamandis
Auto/Transport51%
0.60gdelt
2026-04-30
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.60gdelt
2026-04-30
247_002
Musk v. OpenAI lawsuit will settle with Sam stepping down as CEO and company continuing as for-profit
Alex Wissner-Gross
AI32%
0.60gdelt
2026-04-30
247_002
Musk v. OpenAI lawsuit will settle with Sam stepping down as CEO and company continuing as for-profit
Alex Wissner-Gross
AI32%
0.60gdelt
2026-04-30
247_002
Musk v. OpenAI lawsuit will settle with Sam stepping down as CEO and company continuing as for-profit
Alex Wissner-Gross
AI32%
0.60gdelt
2026-04-30
247_002
Musk v. OpenAI lawsuit will settle with Sam stepping down as CEO and company continuing as for-profit
Alex Wissner-Gross
AI32%
0.60gdelt
2026-04-30
247_002
Musk v. OpenAI lawsuit will settle with Sam stepping down as CEO and company continuing as for-profit
Alex Wissner-Gross
AI32%
0.60gdelt
2026-04-30
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.60gdelt
2026-04-30
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.60
gdelt
2026-04-30
239_018
Universal High Income will be implemented
Elon Musk
Macro/Economy44%
0.60
gdelt
2026-04-30
AI_021
The 2026-2027 window is the 'Great Disemboweling' of white-collar employment — millions of mid-career professionals (junior software developers, legal analysts, corporate marketers) lose jobs within a 12-18 month timeframe; resulting unemployment casca...
Andrew Yang
Labor/Jobs46%
0.60gdelt
2026-04-30
247_004
Musk v. OpenAI case will set precedent for all future nonprofit-to-for-profit conversions
Dave Blundin
AI45%
0.60gdelt
2026-04-30
246_002
SpaceX 2026 revenue will double to $20 billion (from $16B in 2025).
Peter Diamandis
Markets/Stocks46%
0.60gdelt
2026-04-30
241_011
By end of 2026, no one will write code manually - it'll be a quaint skill
Peter Diamandis
Labor/Jobs55%
0.60
gdelt
2026-04-30
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis87%
0.60
gdelt
2026-04-30
INF_033
Technology conglomerates have mobilized unprecedented political capital to ensure AI-friendly regulation: Meta committed $65M to super PACs ('Forge the Future Project', 'Making Our Tomorrow'); a16z backed the $50M 'Leading the Future' PAC — combined $1...
Meta / a16z (Andreessen, Horowitz)
Geopolitics62%
0.60gdelt
2026-04-30
247_004
Musk v. OpenAI case will set precedent for all future nonprofit-to-for-profit conversions
Dave Blundin
AI45%
0.60gdelt
2026-04-30
246_002
SpaceX 2026 revenue will double to $20 billion (from $16B in 2025).
Peter Diamandis
Markets/Stocks46%
0.60gdelt
2026-04-30
TK15
SpaceX Starship Catastrophic Failure
12%
0.60
gdelt
2026-04-30
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.60gdelt
2026-04-30
INF_055
Helion Energy will deliver the world's first commercial fusion electricity — the 50 MW Orion plant in Malaga, Washington — to Microsoft by 2028 under the industry's first fusion power-purchase agreement.
Sam Altman
Energy28%
0.60gdelt
2026-04-30
246_002
SpaceX 2026 revenue will double to $20 billion (from $16B in 2025).
Peter Diamandis
Markets/Stocks46%
0.60
gdelt
2026-04-30
247_018
First version of social contract will be politicians writing checks in next election
Dave Blundin
Macro/Economy46%
0.60gdelt
2026-04-30
240_002
Amazon or Anthropic will hit a trillion in revenue within a calendar year faster than NVIDIA
Dave Blundin
Markets/Stocks42%
0.60gdelt
2026-04-30
SEM_014
Nvidia's Arizona-based TSMC factory successfully fabricated cutting-edge semiconductors on US soil for first time in decades (October 2025).
Jensen Huang
Manufacturing86%
0.60gdelt
2026-04-30
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%
0.60
gdelt
2026-04-30
241_032
World can accommodate ~10 frontier AI companies at scale
Eric Schmidt
AI46%
0.60gdelt
2026-04-30
INF_011
Mega-cap hyperscalers will commit over $1 trillion of capital expenditures in the 2025-2026 period alone, with roughly half financed via debt — intertwining AI buildout risk with global credit markets.
Morgan Stanley
Macro/Economy92%
0.60
gdelt
2026-04-30
231_019
Feynman Grand Prize for nanotech (Drexlerian assemblers) could be solved in next 2-3 years.
Alex Wissner-Gross
Other39%
0.60gdelt
2026-04-30
235_014
Sam Altman predicted 40x year-over-year hyperdeflation of AI costs at constant capability.
Sam Altman
AI51%
0.60gdelt
2026-04-30
248_014
If China leapfrogs the West algorithmically, the open/closed publication equilibrium will flip.
Alex Wissner-Gross
AI32%
0.60
gdelt
2026-04-30
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.60
gdelt
2026-04-30
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.60gdelt
2026-04-30
INF_003
The global AI infrastructure buildout is in its earliest phase — only a few hundred billion of a trillions-of-dollars transition has been deployed; Huang calls it the largest infrastructure buildout in human history.
Jensen Huang
Macro/Economy43%
0.60
gdelt
2026-04-30
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.60gdelt
2026-04-30
SEM_030
S&P 500 roughly 10% upside in 2026 driven by AI productivity wave rolling through broader economy (not just megacap).
Mike Wilson
Capital Markets43%
0.60gdelt
2026-04-30
244_016
AV will grow very quickly but remains very small industry today
Dara Khosrowshahi
Auto/Transport49%
0.60
gdelt
2026-04-30
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.60
gdelt
2026-04-30
234_014
We will see $100 trillion companies in the next 5-year period
Peter Diamandis
Markets/Stocks59%
0.60
gdelt
2026-04-30
INF_011
Mega-cap hyperscalers will commit over $1 trillion of capital expenditures in the 2025-2026 period alone, with roughly half financed via debt — intertwining AI buildout risk with global credit markets.
Morgan Stanley
Macro/Economy92%
0.60gdelt
2026-04-30
CMQ_025
The entire global installed base of data centers must be ripped out and replaced — legacy DCs unfit for AI factory workloads.
Jensen Huang
AI/Compute49%
0.60gdelt
2026-04-30
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis87%
0.60
gdelt
2026-04-30
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis87%
0.60gdelt
2026-04-30
241_025
Elon Musk predicts launch per hour cadence to populate satellite constellations
Elon Musk
Space38%
0.60gdelt
2026-04-30
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%
0.60
gdelt
2026-04-30
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.60
gdelt
2026-04-30
CYB_003
Localized, ungoverned multi-agent networks will spontaneously generate their own social networks, governance manifestos, debated ethics, and closed-loop digital economies — exemplified by the Moltbook platform in early 2026 where 150,000+ autonomous AI...
Alex Finn
AI55%
0.60gdelt
2026-04-30
CMQ_015
Algorithmic efficiencies will deliver ~0.5 OOMs per year of additional effective compute through 2027 — pure multiplier on raw FLOPs.
Leopold Aschenbrenner
AI50%
0.60gdelt
2026-04-30
SEM_009
The AI boom rooted in semiconductor hardware will generate the world's first individual trillionaire (2026+).
Mark Cuban
Economy30%
0.60
gdelt
2026-04-30
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.60gdelt
2026-04-30
242_023
World will have 10x more wealth around 2034-2036
Dave Blundin
Macro/Economy34%
0.60gdelt
2026-04-30
247_002
Musk v. OpenAI lawsuit will settle with Sam stepping down as CEO and company continuing as for-profit
Alex Wissner-Gross
AI32%
0.60gdelt
2026-04-30
AUT_024
H1 2026 will deliver a 'massive AI breakthrough' driven by unprecedented concentration of computational power at leading American laboratories — AI has been elevated from mere thematic investment to structural 'macro variable' akin to oil prices or int...
Morgan Stanley
AI49%
0.60gdelt
2026-04-30
247_008
Anthropic will try to hit $200 billion ARR, not reach trillion the following year
Dave Blundin
AI50%
0.60gdelt
2026-04-30
SEM_020
Nvidia preemptively reserved 800,000-850,000 TSMC wafers for 2026 — 8x SMIC's entire advanced-process capacity.
Nvidia (All-In Podcast analysis)
Semis74%
0.60gdelt
2026-04-30
CYB_018
Figure AI valuation has eclipsed $39 billion by early 2026 — surpassing SpaceX's 2020 valuation — backed by concentrated collective capital of the AI hardware-software industry (Microsoft, NVIDIA, OpenAI), signaling industry-wide belief that humanoid r...
Brett Adcock
Robotics69%
0.60gdelt
2026-04-30
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%
0.60gdelt
2026-04-30
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%
0.60gdelt
2026-04-30
240_027
SpaceX and xAI will merge and go public in the next couple of months
Peter Diamandis
Markets/Stocks74%
0.60gdelt
2026-04-30
240_026
Elon's combined empire (SpaceX/xAI/Tesla/Optimus/Terrafab/orbital DCs) will be a $100T company
Dave Blundin
Markets/Stocks42%
0.60
gdelt
2026-04-30
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.60gdelt
2026-04-30
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.60
gdelt
2026-04-30
CYB_003
Localized, ungoverned multi-agent networks will spontaneously generate their own social networks, governance manifestos, debated ethics, and closed-loop digital economies — exemplified by the Moltbook platform in early 2026 where 150,000+ autonomous AI...
Alex Finn
AI55%
0.60gdelt
2026-04-30
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.60
gdelt
2026-04-30
247_028
Musk doesn't care about $100 billion in lawsuit, cares about Sam/Greg departing
Dave Blundin
AI45%
0.60
gdelt
2026-04-30
CYB_003
Localized, ungoverned multi-agent networks will spontaneously generate their own social networks, governance manifestos, debated ethics, and closed-loop digital economies — exemplified by the Moltbook platform in early 2026 where 150,000+ autonomous AI...
Alex Finn
AI55%
0.60gdelt
2026-04-30
SEM_023
No AI bubble — semiconductor positive trend will remain robust through 2026 with 'crystal clear' growth visibility into 2027.
Joseph Moore
Semis/Markets63%
0.60gdelt
2026-04-30
240_027
SpaceX and xAI will merge and go public in the next couple of months
Peter Diamandis
Markets/Stocks74%
0.60
gdelt
2026-04-30
247_028
Musk doesn't care about $100 billion in lawsuit, cares about Sam/Greg departing
Dave Blundin
AI45%
0.60gdelt
2026-04-30
242_033
Companies will race to 80% token spend / 20% salary; good by 2030-2032
Dave Blundin
Labor/Jobs49%
0.59
gdelt
2026-04-30
234_012
Anthropic revenue will cross OpenAI revenue in middle of 2026
Peter Diamandis
Markets/Stocks67%
0.59gdelt
2026-04-30
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.59gdelt
2026-04-30
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.59gdelt
2026-04-30
230_029
Cognition is becoming a commodity — intelligence will flow like oil.
Alex Wissner-Gross
AI43%
0.59gdelt
2026-04-30
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.59gdelt
2026-04-30
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.59
gdelt
2026-04-30
247_028
Musk doesn't care about $100 billion in lawsuit, cares about Sam/Greg departing
Dave Blundin
AI45%
0.59gdelt
2026-04-30
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.59
gdelt
2026-04-30
247_028
Musk doesn't care about $100 billion in lawsuit, cares about Sam/Greg departing
Dave Blundin
AI45%
0.59gdelt
2026-04-30
230_029
Cognition is becoming a commodity — intelligence will flow like oil.
Alex Wissner-Gross
AI43%
0.59
gdelt
2026-04-30
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.59gdelt
2026-04-30
SEM_030
S&P 500 roughly 10% upside in 2026 driven by AI productivity wave rolling through broader economy (not just megacap).
Mike Wilson
Capital Markets43%
0.59gdelt
2026-04-30
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.59gdelt
2026-04-30
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.59gdelt
2026-04-30
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.59
gdelt
2026-04-30
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.59gdelt
2026-04-30
CYB_008
Hyperscaler capital expenditure specifically on memory architecture leaps from approximately 8% of total AI capex (2023) to 30% by end-2026 — High Bandwidth Memory (HBM) and DRAM face severe structural supply constraints with DRAM prices more than doub...
Morgan Stanley
Semis69%
0.59gdelt
2026-04-30
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
Crypto34%
0.59gdelt
2026-04-30
TK14
Superbubble Pop (S&P 500 -40%, Moonshot Capital Evaporates)
20%
0.59
gdelt
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%
0.59gdelt
2026-04-30
INF_001
Reaching AGI by 2027 will require deployment of hundreds of millions of AI GPUs — forcing total mobilization of US industrial capacity for semiconductor fab and data-center shell construction.
Leopold Aschenbrenner
AI48%
0.59gdelt
2026-04-30
TK15
SpaceX Starship Catastrophic Failure
12%
0.59
gdelt
2026-04-30
CYB_003
Localized, ungoverned multi-agent networks will spontaneously generate their own social networks, governance manifestos, debated ethics, and closed-loop digital economies — exemplified by the Moltbook platform in early 2026 where 150,000+ autonomous AI...
Alex Finn
AI55%
0.59gdelt
2026-04-30
TK10
$100T Sovereign Debt Crisis
12%
0.59gdelt
2026-04-30
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%
0.59gdelt
2026-04-30
CMQ_030
In the modern AI pipeline, the CPU no longer merely supports the model — it drives the model (agentic workloads invert historical CPU:GPU ratio).
Jensen Huang
AI/Compute34%
0.59gdelt
2026-04-30
TK10
$100T Sovereign Debt Crisis
12%
0.59
gdelt
2026-04-30
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis87%
0.59gdelt
2026-04-30
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.59gdelt
2026-04-30
SEM_011
Nvidia became the world's first $5 trillion company (late 2025), operating a near-monopoly on advanced AI chips.
Jensen Huang
Capital Markets86%
0.59gdelt
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%
0.59gdelt
2026-04-30
TK15
SpaceX Starship Catastrophic Failure
12%
0.59
gdelt
2026-04-30
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis87%
0.59
gdelt
2026-04-30
CMQ_008
Rapid agentic automation of white-collar work could precipitate an employment crisis requiring entirely new tax structures to manage displacement.
Dario Amodei
Labor/Jobs41%
0.59gdelt
2026-04-30
SPC_006
Starlink exceeded 10 million active global subscribers by February 2026, generating estimated annual revenues exceeding $20 billion — internal cash flow essentially eliminates SpaceX's requirement for public market capital and funds high-risk developme...
SpaceX
Space88%
0.59gdelt
2026-04-30
238_022
From here forward, training data will be synthetic (pre-training era of human internet data is over)
Alex Wissner-Gross
AI39%
0.59gdelt
2026-04-30
AUT_011
Severe impending collision between capabilities of open autonomous systems and desires of global state actors to maintain control — emergence of 'compute licensing dystopias' where governments implement draconian surveillance over raw computational har...
David Holz
Geopolitics50%
0.59gdelt
2026-04-30
248_002
LEO satellite-to-phone will become the new alternative to terrestrial networks within two years.
Alex Wissner-Gross
Space38%
0.59gdelt
2026-04-30
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.59
gdelt
2026-04-30
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.59
gdelt
2026-04-30
S_IPO_TRILLION_2026
First $1T+ IPO in 2026
ipo_trillion_plus25%
0.59
gdelt
2026-04-30
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.59
gdelt
2026-04-30
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.59
gdelt
2026-04-30
247_028
Musk doesn't care about $100 billion in lawsuit, cares about Sam/Greg departing
Dave Blundin
AI45%
0.59gdelt
2026-04-30
238_048
US must find 100 GW of new power or lose AI race to China (cited from Eric Schmidt)
Eric Schmidt
Geopolitics45%
0.59gdelt
2026-04-30
231_030
US AI industry needs 80 gigawatts of power in the next 3-5 years (Eric Schmidt cited).
Eric Schmidt
Energy49%
0.59gdelt
2026-04-30
242_058
Cybercab owners will generate revenue via autonomous ridesharing fleets
Peter Diamandis
Auto/Transport51%
0.59
gdelt
2026-04-30
240_045
White House to disclose something about aliens/UAPs in the next few months (rumors of June/July/summer)
Alex Wissner-Gross
Geopolitics39%
0.59
gdelt
2026-04-30
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis87%
0.59
gdelt
2026-04-30
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.59gdelt
2026-04-30
244_032
Uber will cash flow $10B this year (2026)
Dara Khosrowshahi
Markets/Stocks55%
0.59gdelt
2026-04-30
SEM_030
S&P 500 roughly 10% upside in 2026 driven by AI productivity wave rolling through broader economy (not just megacap).
Mike Wilson
Capital Markets43%
0.59
gdelt
2026-04-30
234_034
Andrew Yang predicts 20-50% of 70M US white collar workers could be displaced in 1-2 years
Andrew Yang
Labor/Jobs45%
0.59
gdelt
2026-04-30
CMQ_026
NVIDIA silicon roadmap: Blackwell (2025) → Vera Rubin (2026) → Vera Rubin Ultra (2027) → Feynman (2028) — annual architectural cadence.
Jensen Huang
Semis87%
0.59gdelt
2026-04-30
SEM_022
FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed nations maintain competitive development.
Dave Blundin
AI/Architecture65%
0.59
gdelt
2026-04-30
TK04
Macro Recession 2026-27 (Structural Deleveraging)
25%
0.59gdelt
2026-04-30
238_048
US must find 100 GW of new power or lose AI race to China (cited from Eric Schmidt)
Eric Schmidt
Geopolitics45%
0.59gdelt
2026-04-30
SPC_002
A SpaceX public-market liquidity event will reach a $1.5 trillion to $2 trillion valuation target — with roughly one-third defensible solely on proven Starlink + launch cash flow, and remaining two-thirds resting on speculative programs (Starship V3, o...
Morgan Stanley
Markets/Stocks45%
0.59gdelt
2026-04-30
TK10
$100T Sovereign Debt Crisis
12%
0.59
gdelt
2026-04-30
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.59
gdelt
2026-04-30
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.59
gdelt
2026-04-30
S_MARS_2031PLUS
Mars uncrewed: 2031+ transfer window or further delay
mars_uncrewed_landing25%
0.59
gdelt
2026-04-30
TK15
SpaceX Starship Catastrophic Failure
12%
0.59gdelt
2026-04-30
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.59gdelt
2026-04-30
247_010
Anthropic will beat OpenAI in valuation trajectory
Dave Blundin
AI45%
0.59gdelt
2026-04-30
247_011
OpenAI user count will soon reach 1 billion
Alex Wissner-Gross
AI41%
0.59gdelt
2026-04-30
SEM_022
FP4 / ternary-weight architectures decouple AI capability from raw transistor density — embargoed nations maintain competitive development.
Dave Blundin
AI/Architecture65%
0.59gdelt
2026-04-30
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%
0.59gdelt
2026-04-30
232_028
In AI age there will be unlimited entrepreneurial opportunity; the 'only AI' displacement narrative is wrong.
Ben Horowitz
Labor/Jobs45%
0.59gdelt
2026-04-30
SEM_023
No AI bubble — semiconductor positive trend will remain robust through 2026 with 'crystal clear' growth visibility into 2027.
Joseph Moore
Semis/Markets63%
0.59gdelt
2026-04-30
241_011
By end of 2026, no one will write code manually - it'll be a quaint skill
Peter Diamandis
Labor/Jobs55%
0.59gdelt
2026-04-30
240_034
Morgan Stanley forecasts 13-40GW data center power shortfall through 2028
Morgan Stanley
Energy47%
0.59
gdelt
2026-04-30
247_028
Musk doesn't care about $100 billion in lawsuit, cares about Sam/Greg departing
Dave Blundin
AI45%
0.59gdelt
2026-04-30
AI_021
The 2026-2027 window is the 'Great Disemboweling' of white-collar employment — millions of mid-career professionals (junior software developers, legal analysts, corporate marketers) lose jobs within a 12-18 month timeframe; resulting unemployment casca...
Andrew Yang
Labor/Jobs46%
0.59
gdelt
2026-04-30
240_043
CS placements collapsed from 89% to 19% over 3 years; similar collapse coming for other professions
Peter Diamandis
Labor/Jobs55%
0.59gdelt
2026-04-30
247_001
xAI will IPO at $2 trillion valuation this coming summer
Peter Diamandis
AI46%
0.59
gdelt
2026-04-30
238_052
$100 trillion companies within 5 years (3 years from now, per Diamandis interpretation of Musk)
Elon Musk
Markets/Stocks42%
0.59
gdelt
2026-04-30
238_068
Mark Pack Donovan to distribute 5% of wealth fund annually to 44 people (UBI-style pod)
Mark Pack Donovan
Macro/Economy43%
0.59
gdelt
2026-04-30
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.59
gdelt
2026-04-30
S_MARS_2031PLUS
Mars uncrewed: 2031+ transfer window or further delay
mars_uncrewed_landing25%
0.59
gdelt
2026-04-30
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.59gdelt
2026-04-30
238_071
Future AI models may compress all human knowledge into megabytes via post-transformer breakthroughs
Alex Wissner-Gross
AI35%
0.59gdelt
2026-04-30
242_044
Base AI models becoming commodity; value migrates up the stack
Alex Wissner-Gross
AI35%
0.59
gdelt
2026-04-30
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%
0.59
gdelt
2026-04-30
TK11
Autonomous Regulatory Block (Level 4 Halt)
10%