Last Economy Alignment
AI should help target design, trial prioritization, and portfolio learning, while value capture stays anchored in IP, clinical data, manufacturing, and regulatory trust rather than easily copied software. The limiter is that biology, reimbursement, and site activation still scale much slower than code.