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X @Andy
Andy· 2025-09-30 01:44
Outperforming the market long term is way easier than people say.What Avichal explains here is extremely interesting..."You don't have to believe crazy things to end up with really early interesting outcomes" but you might 'get punched in the face' along the way.This means you need to:- Understand log curves- Exponential growth and unthinkable outcomes are possible- Expect extreme 'power law' outcomes- Zoom out- Be willing to adaptDo not underestimate what DeFi will do in the long-term.We're still early in ...
Inside Archer's Vertical Takeoff Strategy
Seeking Alpha· 2025-06-26 16:18
Core Insights - Pythia Research specializes in identifying multi-bagger stocks, particularly within the technology sector, utilizing a blend of financial analysis, behavioral finance, psychology, social sciences, and alternative metrics to evaluate companies with high conviction and asymmetric risk-reward potential [1] Group 1: Investment Strategy - The company employs a multidisciplinary strategy to uncover breakout opportunities before they gain mainstream attention, focusing on market sentiment and emerging trends [1] - Pythia Research emphasizes the importance of understanding investor behavior, including biases such as anchoring to past valuations and herd mentality, which can create persistent market inefficiencies [1] - The firm analyzes psychological noise rather than avoiding it, assessing whether market volatility is driven by emotion or fundamentals [1] Group 2: Opportunity Identification - The research process includes identifying sudden shifts in narrative, early social traction, founder-driven vision, and underappreciated momentum in user adoption as precursors to exponential growth [1] - Pythia Research prioritizes conviction plays over safe bets, evaluating each opportunity based on its risk/reward profile, aiming for limited downside and explosive upside [1] - The belief is that the best returns arise from recognizing where investor belief lags behind reality [1]
X @PlanB
PlanB· 2025-06-16 09:28
Adoption Curve Analysis - The adoption S-curve steepens on a linear scale, with significant activity between 10% and 90% adoption [1] - On a logarithmic scale, exponential growth is observed until approximately 50% adoption [1] - The exponential growth phase follows a pattern of doubling: 1% -> 2% -> 4% -> 8% -> 16% -> 32%, etc [1]