Willow Ventures

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 […]

Fine-tuning LLMs with user-level differential privacy | Insights by Willow Ventures

Fine-tuning LLMs with user-level differential privacy | Insights by Willow Ventures

Optimizing Algorithms for Large Language Models (LLMs) In the fast-evolving world of artificial intelligence, optimizing algorithms for Large Language Models (LLMs) is essential to ensure performance and privacy. In this blog post, we’ll explore how to fine-tune algorithm implementations for better results. The Challenge of “Out-of-the-Box” Algorithms Running standard algorithms “out-of-the-box” for LLMs can lead […]

Oura CEO talks potential IPO and ‘nonnegotiable’ data privacy | Insights by Willow Ventures

Oura CEO talks potential IPO and ‘nonnegotiable’ data privacy | Insights by Willow Ventures

Oura Health’s Path to Potential IPO: Insights from CEO Tom Hale In a recent interview with The New York Times, Oura Health CEO Tom Hale addressed the company’s significant growth and future plans, igniting curiosity about a possible IPO. With the company potentially valued at nearly $11 billion, Hale shared his insights on revenue expectations […]