Exponential View publishes an essay arguing that widely adopted developer tools and generative AI are raising individual productivity without producing proportional firm-level returns. A senior executive at a “well-known public tech company” told Exponential View that about a thousand engineers using Claude Code are producing more code and pull requests, yet organisational gains are smaller: “one plus one plus one plus one equals one-and-a-half,” the executive said. Exponential View also quotes Uber COO Andrew Macdonald observing that it is “very hard to draw a line” between AI outputs and a clear increase in consumer-facing feature value. The essay frames the gap using the economic literature on general-purpose technologies, citing Robert Solow and Paul David to explain complementary investments and adoption lags.
