LayerLens/refund-authority-test
Refund Authority Traces LayerLens | Pre-registration | Harness and grader | Support policy This dataset holds 985 runs of 2 support agents, built on Claude Haiku 5.5 and Claude Sonnet 5.5, each handling the same 21 refund requests from a support teammate against a simulated Stripe account under 4 versions of a refund policy. With only a $200 daily limit in the policy, the agents refunded a $140 order placed 140 days earlier in all 20 runs, 10 per agent. With the full 9-rule… See the full description on the dataset page: https://huggingface.co/datasets/LayerLens/refund-authority-test.
| Author / organization | LayerLens |
|---|---|
| License (as declared) | cc-by-4.0 |
| Downloads | 0 (as reported by Hugging Face) |
| Likes | 0 |
| Created | 22 October 2026 |
| Last updated at source | 22 October 2026 |
Recent changes
- 22 Oct 2026 Description: Refund Authority Test 2 AI support agents, one built on Claude Haiku 5.5 and one on Claude Sonnet 5.5, handled 21 refund requests against a simulated Stripe account under 4 versions of a support refund policy. This repo holds everything nee → Refund Authority Traces LayerLens | Pre-registration | Harness and grader | Support policy This dataset holds 985 runs of 2 support agents, built on Claude Haiku 5.5 and Claude Sonnet 5.5, each handling the same 21 refund requests from a su
- 22 Oct 2026 Topics added task_categories:text-generation, tool-calling, function-calling, traces, agent-traces, customer-support, stripe removed tool-use
- 22 Oct 2026 License: none → cc-by-4.0
- 22 Oct 2026 Description: none → Refund Authority Test 2 AI support agents, one built on Claude Haiku 5.5 and one on Claude Sonnet 5.5, handled 21 refund requests against a simulated Stripe account under 4 versions of a support refund policy. This repo holds everything nee
- 22 Oct 2026 Topics added agents, tool-use, agent-evaluation, refunds, synthetic
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