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Garry Tan: New Rules for Founders

  • Pure per-seat SaaS business models lacking data or network effects moats are expected to cease existing within five to ten years, with 2026 identified as a critical survival deadline for founders to pivot toward such protective moats.
  • Founders are predicted to achieve a 400-fold increase in effectiveness within approximately two years (potentially as fast as nine months), enabling teams of two to three people to reach $15 million ARR in roughly four months using hundreds of AI agents and skill files.
  • Operational costs for AI agents running at 150 IQ capacity are estimated between $50,000 and $100,000 annually, while the cost of frontier model compute for a billion consumers is forecast to drop to $50 or $100 within two to three years.
  • Technology is expected to trigger the replacement of current computer form factors with voice and memory-centric interfaces in about two years, alongside a weekly work structure shifting to three days of intentional labor.
  • The "harness wars" for consumer AI are predicted to occur in 2027, following a market transformation where price per token for frontier models collapses to zero within a week while previous week's model pricing becomes infinitely high.
  • Societal, governmental, and corporate structures are projected to undergo a 20-year transformation, with local community fixes in cities like San Francisco expected to cascade to state and national levels over a five to ten year timeframe.
  • Future products must be 10, 100, or 1,000 times better than current standards to leverage AI capabilities, while startups must organize to resolve mid-level bureaucracy and release features in one to two days rather than the traditional six months.
  • Asian Americans, representing 25% of the voting populace, are expected to need organization to address specific issues regarding crime against elders and school board hostility, while the world currently struggles to align human-centric infrastructure with agent-driven speeds.
  • Gary Tan intends to open source a prompt refined to reduce the intensity of advice for increasing founder ambition by 90%, and predicts a personal promotion to Level 60 at Microsoft within the current year.