Transforming BruinLabs from stagnation to momentum meant creating urgency through competition. This experience highlights how action-oriented environments drive innovation and results.

VC and media attention often lure young founders into chasing visibility over viability. This piece examines the hidden costs of external validation and its impact on building with purpose.

When decisions are made too easy, “yes” loses its meaning. This reflection explores how true commitment requires deliberate choice, not convenience.

Inspired by neuroscience, Purkinje leverages human feedback to refine AI outputs, proving failure is a powerful teacher. This system turns mistakes into iterative improvements, mimicking the adaptability of the human brain.

Growth without substance can hide critical flaws. In Chatterbox, rapid user acquisition masked a lack of stickiness, rendering each new sign-up meaningless.