{
    "action": "tool_call",
    "reasoning": "I need to understand the apparent contradiction between high reported AI usage (55.29%) and the fact that 78.70% say they hand off 'None of the above' tasks to AI. This requires examining how frequency of use relates to the approach to tasks, which will reveal whether the high 'None of the above' response is coming from non-users or if there's a different pattern.",
    "tool": "query_sql",
    "purpose": "Cross-reference AI usage frequency with approach to tasks to understand the contradiction between reported usage rates and task handoff patterns",
    "args": {
        "sql": "SELECT q1.Response as approach, q2.Response as frequency, q1.Overall as approach_pct, q2.Overall as frequency_pct FROM raw.polling_on_ai_usage_jul_2026 q1 JOIN raw.polling_on_ai_usage_jul_2026 q2 ON q1.question_number = q2.question_number WHERE q1.Question = 'Approach to Job Tasks' AND q2.Question = 'Frequency of Use' LIMIT 50",
        "source": "raw"
    }
}