The Ledger
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Clark: Evaluating end-to-end AI performance hides upstream system failures
“And what I think a lot of firms are running into right now is if you're only looking at that last step, if you're only looking at the system's performance as a whole, it can be very difficult to understand when, where, and why behaviors are shifting within thi…”
Clark: An AI confidence gap leaves enterprise generative AI in prototypes
“We talked to a lot of firms that are terrified to cross this AI confidence gap from I've developed something that works good in, in, in theory. How do I actually scale it up in practice? And A lot of times we'll talk to individuals who say, every single time I…”
Clark: Expanding RAG datasets with historical data degrades search quality
“And so RAG has obviously become very prevalent in a wide variety of industries and people use it for a lot of different things. We've spoken with different firms that they were like, okay, well, I'm just going to continue to add more and more data to the corpu…”