The Sovereign Intelligence Threshold

Why it Matters: A model that finds thousands of zero-day vulnerabilities autonomously is a dual-use tool of extraordinary power. The governance question — how do you manage a capability that is simultaneously a defense multiplier and an attack multiplier — has no precedent in the commercial software industry.

Why it Matters: This is not a market correction — it is a structural repricing. The per-seat SaaS model assumes a stable ratio of users to licenses; AI agents break that assumption. Every organization deploying agents is simultaneously reducing its own software spend.

Why it Matters: Distribution through messaging apps 3 billion people already use daily creates a different kind of AI adoption than visiting a chat website. Distribution is the moat that model quality alone cannot overcome.

Why it Matters: The Medvi case updates the fundamental relationship between capital, labor, and business scale. What business model in your industry, previously requiring a large team, could now be run by two people with AI tools?