Artificial intelligence is moving quickly into public life. Governments, nonprofits, schools, and employers are being told that AI can make systems faster, cheaper, and more efficient. But efficiency cannot be the only measure that matters, especially when public institutions are making decisions that affect workers, communities, public services, and democratic accountability.