Source reading — AI/MAXXI https://aimaxxi.com/read Short guides to reading AI claims. Linked articles retain their dated sources and examples. Fiction has a separate archive. en First, match the campus. https://aimaxxi.com/read/power-claims https://aimaxxi.com/read/power-claims Keep the project, quantity, milestone and date attached before comparing infrastructure capacity figures. Once or every time? https://aimaxxi.com/read/once-or-every https://aimaxxi.com/read/once-or-every One stipulated pool, two questions: whether at least one attempt passes or every chosen attempt passes. Two settings changed https://aimaxxi.com/read/energy-methods https://aimaxxi.com/read/energy-methods Keep the scope and sample attached to historical per-prompt energy figures. Whose hours? https://aimaxxi.com/read/task-horizons https://aimaxxi.com/read/task-horizons Separate a human task-duration reference from agent runtime and a fitted success threshold.