Sharath Chandra Guntuku

Loneliness in older adults can be detected through a powerful combination of speech patterns and vocal characteristics, revealing critical insights into their emotional states.

Steering LLMs with conceptors—soft projection matrices capturing the full semantic subspace—yields more robust control and enables Boolean logic for composing concepts, moving beyond the limitations of single-vector steering.