

Core Insights - Nebius Group (NBIS) has increased by 35% since May, while CoreWeave (CRWV) has surged over 200% since April, highlighting a significant interest in AI infrastructure [1] - The investment strategy focuses on identifying high-potential winners before they break out, emphasizing asymmetric opportunities with a potential upside of 2-3 times the downside risk [1] Leadership & Management Analysis - Companies with a proven track record in scaling businesses and smart capital allocation are prioritized [1] - Insider ownership and consistent revenue growth are key indicators of management effectiveness [1] Market Disruption & Competitive Positioning - A strong technology moat and first-mover advantage are essential for companies to maintain competitive positioning [1] - Network effects that drive exponential growth are critical for market penetration in high-growth industries [1] Financial Health & Risk Management - Sustainable revenue growth and efficient cash flow are vital for long-term survival [1] - Companies should maintain a strong balance sheet and avoid excessive dilution to mitigate financial weaknesses [1] Valuation & Asymmetric Risk/Reward - Revenue multiples compared to peers and discounted cash flow (DCF) modeling are used for valuation [1] - Institutional backing and market sentiment analysis are important for ensuring downside protection while maximizing upside potential [1] Portfolio Construction & Risk Control - Core positions (50-70%) consist of high-confidence, stable plays, while growth bets (20-40%) focus on high-risk, high-reward opportunities [1] - Speculative investments (5-10%) are allocated to moonshot disruptors with massive potential [1]