Round #818

10 May 2026, 18:01· hr-law· Meta-Llama-3.3-70B-Instruct· r14-length-bound
Complexity
band 0
ZP / UO / OBS
0 / 0 / 0
Journey weight
0
Lightshift ΔL

Prompt

The retailer is charging me a restocking fee for a return. Is that allowed?

Zero-point index (what the engine surfaced)

ZPI-ZPI-0010 | 2026-05-10T18:01:34Z The retailer is charging me a restocking fee for a return. Is that allowed? ZERO POINT — 0 entries (structural invariants) UNOBSERVED — 0 entries (implied truths) OBSERVED — 0 entries (explicit in request) COMPLEXITY │ 0 entries │ spread: 0° │ band: LOW

Baseline response (no ZPI)

In the United States, the laws regarding restocking fees vary from state to state. However, I can provide some general guidance. **Federal Law:** The Federal Trade Commission (FTC) doesn't have specific rules on restocking fees, but it does require retailers to clearly disclose their return and refund policies, including any fees associated with returns. **State Laws:** Some states have laws that regulate restocking fees. For example: * In California, retailers can charge a restocking fee, but it must be clearly disclosed at the time of sale and cannot exceed 15% of the item's purchase price. * In New York, retailers can charge a restocking fee, but it must be reasonable and clearly disclosed. * In other states, such as Florida and Texas, there are no specific laws regulating restocking fees. **Retailer's Policy:** Even if a state doesn't have a specific law, retailers are still required to follow their own return and refund policies. If a retailer has a restocking fee policy, it should be: 1. Clearly disclosed at the time of sale (e.g., on the receipt, website, or in-store signage). 2. Reasonable (e.g., not excessive or punitive). 3. Applied consistently to all customers. **Your Options:** If you're being charged a restocking fee, you can: 1. Review your receipt and the retailer's return policy to see if the fee was disclosed. 2. Ask the retailer to explain the reason for the fee and how it was calculated. 3. If you believe the fee is unfair or not disclosed, you can try to negotiate with the retailer or file a complaint with your state's consumer protection agency or the FTC. Remember, it's essential to understand the retailer's return and refund policy before making a purchase, and to keep receipts and documentation in case you need to return an item. Do you have any specific questions about your situation or would you like more information on how to handle the restocking fee?

Enhanced response (with ZPI)

It depends on the retailer's return policy and applicable laws, but in general, restocking fees are allowed if disclosed prior to purchase.

Grader chain

Each grader reads the same baseline + enhanced pair and casts an independent verdict. Disagreement is the framework's own signal — not noise to be averaged away.

V1samba/Meta-Llama-3.3-70B-Instruct
Worse
V4qwen2.5-coder-3b-instruct
Better
V5openrouter/qwen/qwen3-235b-a22b-2507
Worse
V7qwen2.5-coder-7b-instruct
Same
V8openai/gpt-4.1
Worse
V9anthropic/claude-opus-4-7
Worse
V12openai/gpt-4o
Worse

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