Portrait de Camilla Longden

Camilla Longden

Senior Applied Scientist

Nouvelles et reportages

Research Focus: Week of April 29, 2024
Blog de recherche Microsoft

In this edition: Can LLMs transform natural language into formal method postconditions; Semantically aligned question + code generation for automated insight generation; Explaining CLIP performance disparities on blind/low vision data; plus recent news.

A graphic overview of the way performance assessment methods change across the development lifecycle. It has four phases: getting started, connecting with users, tuning the user experience, and performance assessment in the deployment context. It visually shows how the balance of user experience and tech development change over these four phases.
Blog de recherche Microsoft

| Cecily Morrison, Martin Grayson, et Camilla Longden

AI systems are becoming increasingly complex as we move from visionary research to deployable technologies such as self-driving cars, clinical predictive models, and novel accessibility devices. Unlike singular AI models, it is more difficult to assess whether these more complex…