Charity Majors frames AI adoption tension: enthusiasts see existential threat in falling behind; skeptics see existential threat in speed without understanding.

Majors identifies a dynamic where AI enthusiasts and skeptics within the same teams are both pursuing good software but operating from different threat models: enthusiasts observe 'real, non-imaginary, discontinuous leaps in capabilities' from teams leaning into AI work, while skeptics warn that shipping code faster than engineers can read it erodes reliability and institutional knowledge.

The core organizational problem: there is no natural feedback loop connecting enthusiasts with skeptics, leaving a gap in shared reality between the two groups that requires deliberate leadership and engineering design to bridge.

Enthusiasts fear competitive obsolescence ('out of business before the dust settles'), while skeptics fear systems that 'nobody understands' and products that degrade into 'incoherence,' alongside burnout in on-call rotations—both framed as real, existential threats.