{
    "action": "tool_call",
    "reasoning": "I have basic salary and experience distributions, but to find something truly surprising or counterintuitive, I need to look for unexpected patterns. Let me explore the relationship between education requirements and salary - often higher education is assumed to correlate with higher pay, but this might not hold in AI jobs where practical skills matter. I'll check if there's a counterintuitive pattern here.",
    "tool": "query_sql",
    "args": {
        "sql": "SELECT education_required, COUNT(*) as job_count, MIN(salary_usd) as min_salary, MAX(salary_usd) as max_salary, AVG(salary_usd) as avg_salary, MEDIAN(salary_usd) as median_salary FROM raw.ai_job_dataset GROUP BY education_required ORDER BY avg_salary DESC",
        "purpose": "Check if education level correlates with salary as expected, or if there's a counterintuitive pattern",
        "source": "raw"
    }
}