The big gap between AI capabilities and replacing jobs

The author argues that AI will not cause meaningful net job loss, citing Anthropic research that roughly 30% of workers have zero measured AI exposure and noting that many white-collar jobs involve coordination, edge cases and client interaction that AI cannot yet handle. He adds that integration bottlenecks—clumsy interfaces, walled gardens and account sign-ups AI cannot complete—mean humans are still needed to bridge gaps between tools, which is why coding jobs won't simply vanish.