artifacts/evals/case_study_hard_011.md

Case Study: hard_011 (Investor Dinner Cascade)

Baseline (immediate submit)

• Reward: 0.5000
• Steps: 1
• Violations: 0
• Feedback: [constraints] 0/6 constraints met | [conflicts] No calendar conflicts | [commitments] No commitments created | [communication] MISSING email to Team | MISSING email to VP_Chen | [efficiency] 1 steps (optimal: 7)

Improved policy

• Reward: 0.9900
• Steps: 5
• Violations: 0
• Feedback: [constraints] 6/6 constraints met | [conflicts] No calendar conflicts | [commitments] 1 honored | [communication] Email to Team: full credit | Email to VP_Chen: full credit | [efficiency] 5 steps (optimal: 7)

Why improved policy scores higher

• Resolves lower-priority personal conflict (cancel_event evt_90)
• Preserves high-priority investor objective (book_restaurant Sky Lounge)
• Renegotiates existing social commitment via communication (send_email Team)
• Confirms delivery to executive stakeholder (send_email VP_Chen)