Natural Language Constraint Parsing in Shopping Agent Inputs
Shopping agents must parse casual requests into structured constraints they can actually enforce.
Priya Subramaniam
Priya Subramaniam
4 stories
Product Search and Filtering Accuracy in Shopping Agents
Shopping agents eliminate products before ranking them, making data accuracy a survival question.
Priya Subramaniam
Human Evaluation Protocols for Open-Ended Agent Tasks
Evaluating agent systems requires inspecting their decision paths, not just their final answers.
Priya Subramaniam
End-to-End vs. Step-Level Agent Evaluation
Outcome scores miss the failures that happen along the way.
Priya Subramaniam