jev-embodied-media-agent

import { experimental_evaluate as evaluate } from 'ai';

const { answers } = await evaluate({
  model: 'typesafe-ai/jev',
  state,
  questions: {
    action: { type: 'choice', instructions: 'Choose exactly one media-control action from the supplied options.',
      criteria: { none: 'No intentional supported command is currently present.', pause: 'A stable, confident Open_Palm gesture requests that playback pause.', play: 'A stable, confident Closed_Fist gesture requests that playback continue.', speed_up: 'A stable, confident Thumb_Up gesture requests faster playback.', slow_down: 'A stable, confident Thumb_Down gesture requests slower playback.', close_page: 'A calibrated gaze has continuously remained on the top-right close target for the full dwell period, and the safety state explicitly allows closing.' } },
    close_intent: { type: 'boolean', instructions: 'Is there strong evidence of an intentional page-close request? It is true only when gaze calibration exists, the continuous dwell completed, and safety.allowClose is true.' },
    intentional_control: { type: 'boolean', instructions: 'Does the structured sensor state show a deliberate, stable command from the person, rather than a transient pose or ambiguous observation?' },
    signal_quality: { type: 'score', instructions: 'Rate whether the current sensor evidence is reliable enough for an embodied controller to act on immediately.',
      criteria: ['Unreliable: missing, unstable, or contradictory evidence', 'Ambiguous: plausible evidence but meaningful uncertainty remains', 'Reliable: stable, confident, and internally consistent evidence'] },
  },
});