Sergey Feldman

Synthetic benchmarks can't catch the nuances of personalized deep research, as real users revealed nine critical errors that LLM judges missed entirely.

Forget simple keyword searches – scientists are using AI research tools as collaborative partners, delegating complex tasks and engaging with results in surprisingly persistent and non-linear ways.