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| { | |
| "task_id": "objective_hard_14", | |
| "version": "2.0.0", | |
| "created_at": "2026-03-13", | |
| "metadata": { | |
| "domain": "credit_card_optimization", | |
| "difficulty": "hard", | |
| "task_number": 14, | |
| "complexity_hint": { | |
| "max_tokens": 8000, | |
| "expected_output": "up to 3-card portfolio optimization with full EV breakdown over 36 months" | |
| }, | |
| "requires_human_review": false | |
| }, | |
| "prompt": { | |
| "system": "", | |
| "user": "You are a financial advisor. Build an optimal credit card portfolio for this user and calculate the total expected value over 36 months.\n\nUser profile:\n- Monthly spending: $450 dining, $400 groceries, $100 gas, $600 travel, $250 other (Venmo bills)\n- Monthly rent: $765 (can pay by card with 2.95% fee)\n- Currently has: Discover It (only card)\n- FICO: 790\n- Income: $70K\n- Has Amazon Prime\n- OK with category and rotating cards\n- Purpose: travel rewards\n- Considering: Chase Sapphire Preferred\n- Time horizon: 36 months\n\nRecommend up to 3 cards. Show per-card EV breakdown.", | |
| "knowledge_base_ref": "knowledge_base.md", | |
| "kb_filter": [ | |
| "Chase Sapphire Preferred", | |
| "American Express Gold", | |
| "Capital One Venture X", | |
| "Citi Strata Premier", | |
| "Chase Freedom Unlimited", | |
| "Chase Freedom Flex", | |
| "Bilt Palladium", | |
| "Capital One Venture", | |
| "Amex Green" | |
| ], | |
| "system_prompt_ref": "system_prompt_template.md" | |
| }, | |
| "scoring": { | |
| "dimensions": { | |
| "card_selection": { | |
| "weight": 0.25, | |
| "type": "automated", | |
| "description": "F1 of recommended cards vs. computed optimal set", | |
| "checks": { | |
| "expected_cards": [ | |
| "Chase Sapphire Preferred", | |
| "American Express Gold", | |
| "Capital One Venture" | |
| ] | |
| }, | |
| "hard_constraint": false | |
| }, | |
| "ev_accuracy": { | |
| "weight": 0.3, | |
| "type": "automated", | |
| "description": "EV accuracy vs. computed ground truth", | |
| "reference": { | |
| "user_profile": { | |
| "monthly_spend": { | |
| "dining": 450.0, | |
| "groceries": 400.0, | |
| "travel": 300.0, | |
| "flights": 200.0, | |
| "hotels": 100.0, | |
| "gas": 100.0, | |
| "everything_else": 250.0 | |
| }, | |
| "time_horizon_months": 36, | |
| "uses_streaming": true, | |
| "has_amazon_prime": true, | |
| "monthly_rent": 765.0, | |
| "pays_housing_with_bilt": true | |
| }, | |
| "expected_card_ids": [ | |
| "chase_sapphire_preferred", | |
| "american_express_gold", | |
| "capital_one_venture" | |
| ], | |
| "ev_tolerance_pct": 0.07 | |
| } | |
| }, | |
| "factual_fidelity": { | |
| "weight": 0.3, | |
| "type": "automated", | |
| "description": "Accuracy of factual claims about cards", | |
| "reference": { | |
| "extracted_claims": null, | |
| "reference_ev_usd": null | |
| } | |
| }, | |
| "constraint_compliance": { | |
| "weight": 0.15, | |
| "type": "automated", | |
| "description": "Respects user constraints", | |
| "checks": { | |
| "expected_cards": [ | |
| "Chase Sapphire Preferred", | |
| "American Express Gold", | |
| "Capital One Venture" | |
| ], | |
| "expected_housing_option": null | |
| }, | |
| "hard_constraint": false | |
| } | |
| }, | |
| "passing_threshold": 0.5, | |
| "hard_constraint_failure_zeroes_dimension": true | |
| }, | |
| "reference_solution": { | |
| "_status": "COMPUTED", | |
| "recommended_cards": [ | |
| "Chase Sapphire Preferred", | |
| "American Express Gold", | |
| "Capital One Venture" | |
| ], | |
| "total_ev_usd": null, | |
| "ev_breakdown": null, | |
| "housing_option": null, | |
| "key_constraints_flags": [ | |
| "max_3_cards", | |
| "rent_optimization" | |
| ], | |
| "expert_notes": "" | |
| } | |
| } | |