Camilla Longden
Senior Applied Scientist
News & features
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Microsoft Research Blog
Research Focus: Week of April 29, 2024
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.
Microsoft Research Blog
Assessing AI system performance: thinking beyond models to deployment contexts
| Cecily Morrison, Martin Grayson, and 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…