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Musings from a former private equity operator

  • SaaS Competitive Intelligence & Battlecards Consulting
    • Stage 1: Baseline Fact Gathering — Building Your Intelligence Foundation
    • Stage 2: Forecasting the Next 12 Months — From Facts to Foresight
    • Stage 3: Win/Loss Analysis — Learning From Every Deal<
    • Stage 4: Battlecards & Enablement — Turning Intelligence Into Sales Motion
  • AI-Accelerated Strategy Sprints
    • Evidence-First Research
    • AI Generated USP Analysis
    • AI Generated ICP Analysis
    • AI PMF Analysis
    • The SaaS Strategy Validation Sprint
  • AI-Accelerated Win/Loss Analysis
  • AI PMF Offering
  • Strategic Acquisition Exit Advisory for Early-Stage SaaS
  • Strategic Advisory Services
  • Bio
  • Hire Me
  • Book A Call
  • SaaS Competitive Intelligence & Battlecards Consulting
    • Stage 1: Baseline Fact Gathering — Building Your Intelligence Foundation
    • Stage 2: Forecasting the Next 12 Months — From Facts to Foresight
    • Stage 3: Win/Loss Analysis — Learning From Every Deal<
    • Stage 4: Battlecards & Enablement — Turning Intelligence Into Sales Motion
  • AI-Accelerated Strategy Sprints
    • Evidence-First Research
    • AI Generated USP Analysis
    • AI Generated ICP Analysis
    • AI PMF Analysis
    • The SaaS Strategy Validation Sprint
  • AI-Accelerated Win/Loss Analysis
  • AI PMF Offering
  • Strategic Acquisition Exit Advisory for Early-Stage SaaS
  • Strategic Advisory Services
  • Bio
  • Hire Me
  • Book A Call
  • Product Management SaaS

    Reasoning Models Don’t Always Say What They Think: What This Means for AI Safety

    Can we trust AI models to tell us how they think? A…

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