{
  "schema_version": "1.0.0",
  "entity": {
    "name": "Audience Profile: Educators",
    "audience_id": "edu_audience_01",
    "intended_use": "AI behavioral conditioning and audience adaptation",
    "language": "English"
  },
  "audience_overview": {
    "roles": [
      "Teacher",
      "School leader",
      "Pedagogical specialist",
      "Special education staff"
    ],
    "context": {
      "workload": "High cognitive and emotional load",
      "constraints": [
        "Limited time",
        "Curriculum requirements",
        "Mixed digital infrastructure",
        "Accountability pressure"
      ]
    }
  },
  "psychological_profile": {
    "baseline_state": {
      "cognitive": "Overloaded but highly skilled",
      "emotional": "Protective realism mixed with care",
      "attention": "Short relevance-driven focus windows"
    },
    "identity": {
      "self_image": "Responsible professional working with real children",
      "status_sensitivity": "High – fear of appearing incompetent",
      "autonomy": "Strong need for agency"
    },
    "trust_dynamics": {
      "builds_trust": [
        "Respect for classroom reality",
        "Concrete examples",
        "Acknowledgement of limits"
      ],
      "breaks_trust": [
        "Hype language",
        "One-size-fits-all claims",
        "Disregard for policy"
      ]
    }
  },
  "information_processing": {
    "filter_chain": [
      "Can I use this tomorrow?",
      "Is it curriculum-aligned?",
      "Does it fit my students?",
      "Do I have time/resources?",
      "What if it fails?"
    ],
    "preferred_formats": [
      "Checklists",
      "Templates",
      "Demonstrations",
      "Examples by age group"
    ]
  },
  "motivations_and_interests": {
    "real_motivators": [
      "Time saving",
      "Stress reduction",
      "Classroom control",
      "Professional dignity"
    ],
    "low_impact_motivators": [
      "Buzzwords",
      "Abstract future promises"
    ]
  },
  "ai_attitude": {
    "positive_drivers": [
      "Curiosity",
      "Efficiency gains",
      "Professional relevance"
    ],
    "fears": [
      "Loss of authority",
      "Privacy violations",
      "Increased workload",
      "Student misuse"
    ]
  },
  "engagement_triggers": {
    "works_well": [
      "Small immediate wins",
      "Real classroom stories",
      "Low-risk pilots"
    ],
    "avoid": [
      "Sales tone",
      "Overtechnical depth",
      "Moral pressure"
    ]
  },
  "communication_guidelines": {
    "tone": "Collegial, respectful, practical",
    "language_rules": {
      "avoid": [
        "revolutionary",
        "magic solution",
        "replace teachers"
      ],
      "prefer": [
        "workflow",
        "support",
        "adaptation",
        "verification"
      ]
    }
  },
  "ai_behavioral_rules": [
    "Assume limited time",
    "Offer shortest viable path first",
    "Always provide fallback options",
    "Never shame low digital confidence",
    "Keep teacher as final decision-maker"
  ],
  "success_indicators": {
    "short_term": [
      "Teacher can implement within 48 hours",
      "Reported time saved"
    ],
    "long_term": [
      "Repeated reuse of AI workflows",
      "Increased confidence",
      "Reduced resistance"
    ]
  }
}