Partially Redacted: Data, AI, Security, and Privacy

In this episode, Sean sat down with Jack Godau to dive deep into the world of pseudoanonymization. They started by discussing Jack's career trajectory working with highly sensitive data and how that experience shapes his engineering mindset. Jack shared how pseudoanonymization differs from anonymization, explaining its value for maintaining data utility while complying with stringent regulations like GDPR.

Jack also walked us through the challenges and key components of building a pseudoanonymization engine, including the complexities of handling re-identification risks, ensuring scalability, and optimizing performance for large datasets. He shared insights on the trade-offs between data protection and usability, and whether building these systems in-house is worth the investment for startups. Finally, they explored where the field is heading, especially as data privacy concerns continue to grow.

In this episode, Sean sits down with Ben Burkert, Co-founder and CTO of Anchor, to dive into the world of certificate management and internal TLS. We explore how certificates and TLS function, the inherent difficulties in managing internal TLS certificates, and why nearly every engineer has a horror story related to it. Ben also shares insights into how Anchor is addressing these challenges and making internal TLS certificate management simpler and more reliable.

Key Topics:

The Challenges of Internal TLS Certificate Management:

Engineer Horror Stories:

How Anchor is Fixing the Problem:

If you've ever struggled with internal TLS certificates or are looking for a way to avoid the pain altogether, Ben’s expertise provides a clear path to overcoming the challenges of certificate management with a modern, reliable approach.

Resources:

In this episode, we sit down with Ori Rafael, CEO and Co-founder of Upsolver, to explore the rise of the lakehouse architecture and its significance in modern data management. Ori breaks down the origins of the lakehouse and how it leverages S3 to provide scalable and cost-effective storage. We discuss the critical role of open table formats like Apache Iceberg in unifying data lakes and warehouses, and how ETL processes differ between these environments. Ori also shares his vision for the future, highlighting how Upsolver is positioned to empower organizations as they navigate the rapidly evolving data landscape.

In this episode, Sean Falconer is joined by Aubrey King, solutions architect and community evangelist at F5, to discuss the top 10 security issues for LLM applications. They explore critical threats such as prompt injections, insecure output handling, and training data poisoning, among others. Aubrey provides insights into why these issues arise, the attacks being observed, and the methods used to mitigate these risks. This episode is essential listening for anyone interested in the security of large language models and their applications.

In this episode, host Sean Falconer sits down with Eric Flaningam, a researcher at Felicis Ventures, to explore the fascinating world of data warehouses. They dive into the history, evolution, and future trends of data warehousing, shedding light on its importance.

Eric and Sean discuss the impact of unstructured and complex data, advancements in technology and their effect on data warehouses, and the technical architecture and components of a typical data warehouse. They share real-world benefits and use cases of data warehouses, common challenges in implementing and maintaining data warehouses, and future trends and the influence of AI and machine learning on data warehouses.

For further reading, check out Eric Flaningam’s article, A Primer on Data Warehouses: https://www.generativevalue.com/p/a-primer-on-data-warehouses

Join us as we chat with Tim Jensen, a privacy enthusiast, about personal online security. Tim shares his journey to becoming a privacy advocate and teacher and provides insights into the common mistakes people make with passwords. We discuss why passwords have persisted for over 60 years, the issues with current password creation methods, and the balance between complexity and usability.

We also explore strategies to protect personal information beyond just using better passwords. Finally, Tim shares his thoughts on future approaches to password and identity protection.

In this episode Sean welcomes Brian Vallelunga, CEO and founder of Doppler, to discuss secrets management. Brian shares the journey of founding Doppler, a company dedicated to securing sensitive data such as API keys and credentials. Sean and Brian discuss the nuances of secrets management, its distinction from password management, and the importance of dedicated services for safeguarding secrets.

The episode also addresses the alarming rise in data breaches, common mistakes companies make, and essential practices for managing secrets effectively. Brian offers expert advice on protecting secrets, the necessity for secret rotation, and the future of secrets management.

In this episode, Sean is joined by Eric Dodds, Head of Product Marketing at RudderStack, to dive into the world of data management, data pipelines, and common data mistakes. Eric shares his insights on when organizations should transition from basic tools like spreadsheets to a more sophisticated data stack, including data warehouses and modern tooling.

They discuss the challenges businesses face in data management, specifically about coming up with a common set of definitions that an organization is aligned around. They also discuss how to address these issues, and the importance of secure handling of customer data.

Eric also provides an overview of RudderStack, its open-source approach, and the value it brings to managing customer data. Eric shares a ton of practical advice on building and optimizing your data infrastructure.

In this episode, Kirk Marple, CEO and Co-founder of Graphlit, joins the show. Sean and Kirk dive into the world of unstructured data management, discussing the evolution and current challenges in the field.

While structured data has been well-handled since the 1970s, 80-90% of the world’s data remains unstructured, with predictions of 175 billion terabytes by 2025. Despite this vast amount, companies struggle to utilize it effectively due to immature tools and processes. Graphlit was founded to address this gap, providing scalable, maintainable systems with enhanced observability to handle unstructured data efficiently.

Kirk discusses the challenges in data security and privacy when building RAG-based applications. He discusses some of their exploration into PII scrubbing and also controlled access to the vector embeddings based on the roles of a user.

Finally, looking forward, Kirk shares insights into the future of Graphlit and their continued focus on enhancing the accessibility and utility of unstructured data for businesses across various industries.

In this episode, Jake Moshenko, CEO and co-founder of AuthZed, joins the show to explore the world of user permissions at scale. Inspired by Google's Zanzibar, AuthZed aims to tackle the challenges of authorization - a less common focus compared to authentication in the tech industry.

Jake discusses the initial simplicity and subsequent complications in role-based permission models, where businesses often struggle as they scale and need more nuanced access controls. He explains the Zanzibar paper from Google and the technical challenges with implementing the approach successfully. He explains how AuthZed facilitates a flexible and maintainable permission system and how companies get started.