REPORT ARCHIVE // 485 PUBLIC RESEARCH ITEMS
Mar 30, 2026

Cybersecurity Venture Capital: Israeli Monopoly Signals Market Structure Shift

Gili Raanan controls what he describes as the 'only remaining monopoly in venture'—Israeli cybersecurity dealflow—providing unique insight into venture market structure breakdown. His data reveals a catastrophic misma...

META
Mar 28, 2026

Meta Platforms: Regulatory Liability Breakthrough Creates Structural Headwinds

Meta faces a structural shift in its regulatory risk profile following two adverse verdicts totaling $381 million in damages within 48 hours. The New Mexico jury awarded $375 million for child exploitation failures, w...

NVDA
Mar 26, 2026

Venture Capital: $100BN Fund Sizes Signal End of Early Stage Discipline

RAMP data reveals Anthropic now captures 73% of new AI spending among companies, up from 50-50 parity with OpenAI ten weeks ago. This represents the most significant shift in enterprise AI adoption patterns since Chat...

DOW 4 Picks
Mar 25, 2026

Petrochemicals Sector: Strait of Hormuz Closure Creates Polyethylene Supply Shock

Philip Geurts from BloombergNEF delivered stark numbers: the Strait of Hormuz closure eliminates 12% of global polyethylene production capacity—18 million tons—equivalent to Europe's entire consumption. Asian crackers...

Mar 23, 2026

Anduril: $20BN Contract Validates Defense Tech Consolidation Thesis

Anduril's $20 billion contract ceiling represents a watershed moment for defense technology consolidation. President Matthew Steckman reveals that only 20 of their 600 annual contracts generate material revenue, confi...

NVDA 2 Picks
Mar 19, 2026

NVIDIA GTC: Trillion-Dollar Revenue Forecast Confirms Multi-Year CapEx Supercycle

NVIDIA's GTC conference delivered a trillion-dollar revenue forecast spanning 2026-2027, yet the stock moved less than 1% as analysts processed that this merely confirms existing forecasts. Jensen Huang's aggressive p...

DELL
Mar 17, 2026

Dell Technologies: AI Infrastructure Surge Drives $50B Revenue Target

Dell CEO Michael Dell disclosed his company's AI infrastructure revenue trajectory has accelerated from $2 billion to a projected $50 billion this year, representing unprecedented growth in enterprise AI adoption. Del...

Mar 16, 2026

OpenAI Product Strategy: ChatGPT's Agent Evolution Reveals GPU Scarcity Premium

OpenAI's Head of Product Nick Turley reveals ChatGPT's 900 million weekly active users represent just 10% penetration globally, with token consumption per user accelerating dramatically as the product evolves from cha...

COP 2 Picks
Mar 14, 2026

China's Teapot Refineries: Iran War Disrupts Sanctioned Oil Arbitrage Model

China's 'teapot' refineries—small independent processors that built their business model on discounted Iranian crude—face existential pressure as war disrupts Middle East oil flows. These refineries, concentrated in S...

ASML 2 Picks
Mar 13, 2026

ASML Bottleneck: EUV Tool Shortage Will Cap AI Compute at 200 Gigawatts by 2030

Dylan Patel delivers the most comprehensive technical analysis of AI compute bottlenecks available, revealing a mathematical ceiling that will constrain the industry by 2030. His core insight: while power and data cen...

GOOGL 4 Picks
Mar 12, 2026

AI Governance: Pentagon Supply Chain Restrictions Signal Corporate Coercion Risk

The Department of War's supply chain restriction against Anthropic for refusing mass surveillance applications reveals a fundamental power dynamic that will reshape AI company valuations. The Pentagon threatened to de...

ORCL
Mar 11, 2026

Software Sector: AI Disruption Thesis Reaches Valuation Extremes

Software stocks have reached capitulation levels not seen since April 2025, with the IGV software ETF testing double bottom support at 77 while semiconductor names continue rallying. The persistent rotation from softw...

Mar 10, 2026

China Energy Security: Iran War Creates Strategic Leverage in US-China Relations

The Iran war has created the largest potential oil supply disruption in recorded history, with 20 million barrels per day transiting through the Strait of Hormuz—three times Russia's total exports. China, which import...

Mar 10, 2026

Accel Growth Strategy: AI Code Platforms Create Engineering Monopoly Opportunity

Cursor achieved 2 billion ARR after growing from 100 million, representing a 20x annual growth rate that defies traditional SaaS metrics. Miles Clements from Accel argues the "Cursor is Dead" narrative fundamentally m...

HYG
Feb 27, 2026

Private Credit: Retail Capital Influx Creates Liquidity Mismatch Risk

The LSTA Leveraged Loan Index traded below 95 cents this week to its lowest level since April 2025's market crash. Peter Boockvar identifies a structural flaw in private credit's evolution: retail capital flooding int...

META
Feb 27, 2026

Magnificent Seven: AI CapEx Overinvestment Creates Inevitable Correction

Damodaran sold his remaining NVIDIA position in 2025 after holding since 2018, citing that 'the bulk of the AI architecture wave is already written.' His exit from Tesla was driven by the company becoming a 'political...

NVDA
Feb 26, 2026

NVDA Q4 2026 Earnings: Agentic AI Inflection Drives $3-4T CapEx Trajectory

NVIDIA delivered Q4 2026 revenue of $68B (+73% YoY), but the real signal lies in management's conviction around the agentic AI inflection point. Jensen Huang explicitly stated that 'the ChatGPT moment of agentic AI ha...

NVDA 3 Picks
Feb 25, 2026

AI Financing Bubble: Circular Capital Flows Signal Imminent Margin Compression

IBM suffered its worst trading day in 25 years yesterday after Anthropic released research demonstrating AI's capability to replace legacy COBOL programming infrastructure. This single-day collapse reveals the fragili...

GILD
Feb 25, 2026

Anthropic CEO: AI Tsunami Approaching While Society Remains Unprepared

Anthropic CEO Dario Amodei warns that society fundamentally misunderstands the proximity of artificial general intelligence, describing it as 'a tsunami coming at us' that people dismiss as 'a trick of the light.' Amo...

Feb 24, 2026

D1 Capital: AI Infrastructure Scaling Laws Drive Hyperscaler Disruption

D1 Capital's Dan Sundheim manages over $30 billion across public and private markets, with significant positions in OpenAI, Anthropic, and SpaceX. His core thesis challenges conventional wisdom about hyperscaler durab...

OWL 3 Picks
Feb 23, 2026

Blue Owl Capital: Private Credit Liquidity Mismatch Exposes Retail Access Risks

Blue Owl Capital Corp II permanently gated redemptions after retail investors rushed to exit the semi-liquid private credit vehicle, creating the first visible crack in the democratization of alternative investments. ...

AAPL
Feb 23, 2026

AI Infrastructure: Recursive Self-Improvement Triggers Space-Based Computing Race

Ben Horowitz argues that recursive self-improvement (RSI) has already arrived, not in 12 months as commonly predicted. Frontier labs are using their own models to develop next-generation systems, with humans reduced t...

Feb 20, 2026

Private Markets: $5 Trillion Tech Sector Challenges Public Market Primacy

Private technology companies now represent $5 trillion in market capitalization—nearly 25% of the S&P 500 and 40% excluding the Magnificent Seven. This represents a 10x growth over the past decade while public company...

CRM 2 Picks
Feb 19, 2026

SaaS Sector: AI Coding Threat Creates Terminal Value Crisis

The median public software company operates at just 5% GAAP net income margins despite reporting attractive non-GAAP metrics that exclude stock-based compensation. This financial reality creates a dual crisis: no valu...

MNDY 2 Picks
Feb 19, 2026

SaaS Sector: AI Disruption Creates Value Divergence Between Winners and Losers

Wall Street has created a binary narrative where AI companies command unlimited valuations while traditional SaaS trades at distressed multiples, regardless of fundamentals. Anthropic's $30 billion raise at $380 billi...

Feb 18, 2026

Thrive Capital: Inside-Out AI Disruption Creates Permanent Capital Advantage

Josh Kushner reveals a fundamental paradigm shift in how AI disruption occurs, moving from outside-in to inside-out transformation. Thrive Capital's $50 billion AUM reflects concentrated bets on this thesis through th...

Feb 18, 2026

Kavak: AI Agent Architecture Replaces 10,000-Employee Workforce Model

Kavak's CEO Carlos García Ottati executed a complete organizational transformation, replacing traditional human-centric operations with AI agents handling 90-95% of customer interactions. The transition required a ful...

DAVE
Feb 18, 2026

Dave Inc (DAVE): AI-Driven Fintech Achieves 20% to 1% Default Rate Compression

Dave Inc has engineered a remarkable transformation from 20% default rates to near 1% through AI-driven cash flow underwriting, positioning the company as a legitimate disruptor to traditional banking overdraft fees. ...

MU
Feb 17, 2026

DRAM Market: AI-Driven Memory Shortage Creates Four-Year Super Cycle

DRAM spot prices have surged dramatically since Q2 2025, creating a structural supply shortage that Ray Wang of Semi Analysis projects will last through 2027. Memory makers face a critical allocation decision: high-ba...

CSCO 2 Picks
Feb 17, 2026

CSCO: DRAM Price Surge Creates 200bp Margin Hit Despite AI Revenue Growth

DRAM prices have doubled to tripled over the past quarter, creating a 200 basis point gross margin headwind for Cisco next quarter that represents a structural shift rather than temporary disruption. Wu Junho, Bloombe...

NOW 2 Picks
Feb 17, 2026

SaaS Sector: AI Switching Cost Reduction Creates Competitive Renaissance

Anish Acharya from Andreessen Horowitz presents a contrarian thesis that the SaaS sector is oversold, not obsolete. His core argument centers on a fundamental misallocation of innovation focus: rather than using AI to...

KLRN
Feb 17, 2026

Klarna: AI-First Banking Transformation Validates SaaS Compression Thesis

Klarna CEO Sebastian Siemiatkowski provides the most compelling real-world evidence of AI's impact on enterprise operations, shrinking headcount from 7,000 to under 3,000 employees while expanding into full banking se...

NET
Feb 11, 2026

Cloudflare (NET): AI Infrastructure Demand Creates Enterprise Sales Inflection

Cloudflare processes over 20% of global web traffic and blocks 2.5 million cyberattacks per second through a single global network spanning 330 cities. The company has evolved from a freemium web security provider to ...

NVDA 4 Picks
Feb 10, 2026

AI Infrastructure: Demand Exceeds Supply Creates Trillion-Dollar Build-Out

The fastest AI companies reached $100 million revenue faster than any SaaS company in history while spending less on sales and marketing. Top performers grew 693% year-over-year in 2025, generating up to $1 million in...

CRM 3 Picks
Feb 09, 2026

SaaS Sector: AI Agent Layer Threatens Value Capture Despite Strong Fundamentals

SaaS companies face an existential value capture crisis despite hitting revenue targets. Salesforce trades at 15x free cash flow versus its historical 30x multiple, reflecting market fears that AI agent layers will co...

TSLA
Feb 09, 2026

Space-Based AI: Musk's 36-Month Orbital Data Center Prediction

Musk predicts that within 36 months, space will become the cheapest location for AI compute infrastructure, driven by fundamental energy economics. His argument centers on solar power being 5x more effective in space ...

LLY 3 Picks
Feb 09, 2026

Eli Lilly: Aggressive M&A Strategy Signals Patent Cliff Preparation

Eli Lilly deployed $2.75 billion across two acquisitions in a single day, signaling aggressive preparation for future patent cliffs despite current obesity drug dominance. The company acquired Orna Therapeutics for $2...

CRM 2 Picks
Feb 09, 2026

SaaS Sector: AI Disruption Thesis Oversold, Switching Cost Moats Weakening

Anish Acharya from Andreessen Horowitz presents a compelling contrarian thesis that the "SaaS apocalypse" narrative is fundamentally oversold. His core argument centers on a critical market misunderstanding: software ...

MP
Feb 05, 2026

MP Materials: Biotech Innovation Disrupts China's Rare Earth Monopoly

China's October 2025 rare earth export restrictions created the galvanizing moment Heidi Crebo-Rediker describes as America's synthetic rubber moment. Unlike World War II's natural rubber chokehold, the US now possess...

EL
Feb 05, 2026

Semiconductor Supply Chain: Memory Crunch Forces Chinese OEMs to Halt Orders

Chinese smartphone OEMs are halting chip orders due to HBM memory cost spikes from AI data center demand. Bloomberg Intelligence semiconductor analyst Kunjian Gala reveals that 'the smaller players are not as sophisti...

HUBS 3 Picks
Feb 05, 2026

SpaceX-xAI Merger: Private Market Capital Exhaustion Forces IPO Rehabilitation

Private capital markets have reached exhaustion, forcing a fundamental shift from 'stay private forever' to mandatory IPO rehabilitation. The SpaceX-xAI merger at $1.25 trillion valuation represents Elon's 'no investo...

AMD
Feb 04, 2026

AMD: Data Center AI Inflection Point Validates $20+ EPS Target by 2027

AMD delivered record Q4 results with $10.3B revenue (+34% YoY) and $2.1B free cash flow, validating its transition from CPU challenger to AI infrastructure leader. CEO Lisa Su confirmed the MI450 series remains on tra...

Feb 03, 2026

Fed Chair Nomination: Kevin Worsh Pick Signals Dollar Defense Strategy

Kevin Worsh's Fed Chair nomination represents a strategic intervention to halt dollar weakness and restore monetary credibility amid an ambitious three-dimensional economic rebalancing. The administration is simultane...

Feb 03, 2026

Venture Capital: AI Infrastructure Creates Winner-Take-All Dynamics

Ben Horowitz identifies a structural shift in AI that creates unprecedented winner-take-all dynamics through researcher scarcity. Only 40 people globally can build large-scale AI models, having worked at Google, Faceb...

CSCO 4 Picks
Feb 02, 2026

Oracle (ORCL): $50B Capital Raise Signals AI Infrastructure Desperation

Oracle's announcement of a $50 billion capital raise—split between $25 billion in debt and $25 billion in equity—exposes a critical mismatch between AI ambitions and financial reality. The company projects growing fro...

Jan 31, 2026

Federal Reserve: Kevin Warsh Nomination Threatens Crisis Response Capacity

Kevin Warsh's nomination as Federal Reserve Chair presents significant institutional risk that markets are underpricing. Skanda Amarnath's analysis reveals a nominee whose policy positions correlate suspiciously with ...