by Elena Verna
A strategic stance accepting that Product-Market Fit is perishable. Instead of scaling a static PMF for years, teams must pivot and reinvent their core value proposition quarterly to match step-function changes in LLM capabilities.
Core Principles
- 1.Monitor the underlying tech cycle: LLM capabilities jump roughly every 3 months; your product roadmap must anticipate these jumps rather than react to them.
- 2.Recalibrate for the 'Pioneer' users constantly: In the early AI wave, you cannot afford to settle for the 'Latent Majority' yet; you must satisfy the power users to stay relevant.
- 3.Accept high churn as natural: If the market moves fast, users will churn; focus on recapturing them with new capabilities rather than traditional retention tactics.
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"Every company basically has to recapture product market fit every three months."