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The Trivandrum Confirmation
The February 2026 training session in which Edo Segal's twenty engineers, using Claude Code with the Max plan, produced the twenty-fold productivity multiplier that empirically confirmed Licklider's 1960 specification.
The most precise confirmation of the symbiotic hypothesis did not emerge from a laboratory at MIT or a research report from DARPA. It emerged from a room in Trivandrum, India, in February 2026, where twenty engineers sat across from Edo Segal while he said something that, by the standards of any previous decade in software engineering, would have sounded delusional: 'By the end of this week, each one of you will be able to do more than all of you together.' The tool was Claude Code with the Max plan. One hundred dollars per person per month. By Friday, the twenty-fold multiplier was measurable, repeatable, and irreversible.
In The You On AI Field Guide
What happened in that room was not automation. It was symbiosis in Licklider's precise sense. The engineers did not step out; they stepped up. The backend engineer who built a complete user-facing feature in two days did not hand her requirements to an automated system and walk away. She