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  1. Sequoia Capital29 min

    How Harvey Built a Research Lab on a Budget | Gabe Pereyra

    Harvey, Gabe Pereyra, Brendan, Julio, Ross, Brock

    Harvey differentiates itself from well-funded frontier labs by leveraging an application-layer strategy that combines synthetic data generation guided by domain experts with post-training on open-source models. The company builds specialized legal benchmarks and utilizes infrastructure partnerships to train agents on complex tasks like contract negotiation without exposing sensitive client information. By deploying these capabilities across multiple vendors and product surfaces, Harvey aims to solve organizational productivity challenges while mitigating the performance gaps inherent in current long-context environments.

  2. Milken Institute1h 1m

    Undercover Bosses: Getting to Know Your Business Better

    Sheldon Yellen, Jen, Chris Carlson, Eli Holzman, Steven J. Klubeck, Dina Dwyer-Owens, Jeff Platt, Tony Guido, Anthony Wedo, Michelle, Scott, Mary Thompson, Dean, Randy, Brock

    The global phenomenon *Undercover Boss* features nearly 60 corporate leaders who surrender creative control to anonymously work alongside employees for eight days, resulting in a historic 38.7 million viewers for its premiere. Participants like Tony Guido and Steven J. Klubeck have implemented substantial operational reforms and financial support systems, including a $4 million POS upgrade and a $1 million crisis fund, directly addressing identified bottlenecks and employee welfare issues. These unedited interactions have shifted corporate cultures from transactional to value-driven while generating tens of thousands of job applications and establishing long-term charitable foundations across diverse international territories.