Team shares 4 real LLM uses: contract negotiation, agent clarification, grading, math

xuanalogue · x · 2026-09-03

A team lists its recent LLM usage: evaluating LLMs at negotiating and executing contracts, using them in agents that ask clarifying questions, grading a public dataset of CS solutions against a rubric, and testing detection of invalid arguments in math reasoning. The author also says they've appealed a platform enforcement action, believing no usage terms were violated.

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