In an era where anyone can spin up an LLM, the real differentiator isn’t the AI technology itself, but the institutional knowledge it’s grounded in. Internal and partner consultants leading ...

Quotes from Martin Wattenberg and Fernanda Viégas from interviews in 2025. Over two years, the Insight and Interaction Lab at Harvard’s John A. Paulson School of Engineering and Applied Sciences built ...

Google's Nikola Todorovic said AI models can be harder to debug because engineers don't always understand what happens underneath. He said SafeSearch was an early place for ML in Search because its ...

For years, enterprises tolerated opaque automation because outcomes were predictable. Early systems followed fixed rules, handled narrow tasks, and operated within ...