AI must be integrated into everything because it is AI
14 April 2026
Every company, every function, every individual contributor is expected to close the AI gap. Ship AI features. Build agents. Automate workflows. That nobody on the team has ever trained a model, designed an evaluation system, or debugged a retrieval system is beside the point. Conviction is sufficient.
AI technologies must be integrated into every aspect of our professional and personal lives, not because AI is worthy, but because we should simply just do so.
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