Paper-to-Product Map

Grounded explanations and conversations benefit from work on reasoning, retrieval, and multimodal understanding.

Local cost visibility connects to research on tokenization, compression, inference efficiency, and model behavior.

Benchmarks, safety analysis, and evidence quality can become repeatable regression and release checks.

Planning and agent-skill research points toward practical tools for reliable, inspectable task execution.