AI in Welfare & Benefits

Engineer AI in welfare and benefits administration without repeating the canonical failures. Learn the eligibility-tool framing (decision support vs decision making), fraud-detection guard rails, the human-review default for adverse actions, the SyRI / Robodebt / MIDAS / toeslagenaffaire lessons, the EU AI Act high-risk classification for essential public services, the FRIA requirement, and the civil-society reform agenda.