Consistency Challenges

The discussion highlights the critical importance of correctness in data queries, emphasizing the pitfalls of relying on handwritten code for streaming data. Frank explains that cache invalidation is a core challenge, where outdated data can lead to inconsistent results. He illustrates this with a scenario involving finding maximum values, revealing how updates can occur at different rates, potentially leading to no results at all.