Willow Ventures

Building systems of trust in the age of AI while staying human at heart | Insights by Willow Ventures

Building systems of trust in the age of AI while staying human at heart | Insights by Willow Ventures

Building Trust Through Effective Advocacy Systems When I joined HubSpot as a former customer, I faced the unique challenge of modernizing an outdated customer reference system. In this blog post, I will share insights on how we transformed our advocacy processes, making them more efficient and impactful. Understanding Advocacy Work Advocacy is often perceived as […]

Differential privacy on trust graphs | Insights by Willow Ventures

Differential privacy on trust graphs | Insights by Willow Ventures

Understanding Differential Privacy and Its Real-World Implications Differential privacy (DP) is a critical privacy framework in today’s data-driven world. It ensures that the output of algorithms remains statistically distinct, even when a single user’s data changes. What is Differential Privacy? Differential privacy is a mathematically rigorous approach to data privacy. It guarantees that the result […]