The Ledger
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Guo: Next-Gen AI Model Spend Requires Hyperscaler-Level Sponsorship
“The spend required at the perhaps not even this generation, but the next generation really requires a certain level of sponsorship that is challenging for most independent players, but it's a directly opposing view to the, for example, the Databricks narrative…”
Zaharia: Small models excel at creative generation but struggle with factual recall
“It's surprisingly good at just freeform, like kind of fluent text generation. So you can tell it to like create a story or create a tweet or create a scientific paper abstract, and it does a pretty good job at that. And before that, whenever I talked to my, yo…”
Ramaswamy: Databricks and Fabric Strained Snowflake's Relationship With Microsoft
“Among the earliest places where this went to work was in our relationship with Microsoft, which was okay, but not that great because they had a one P relationship with Databricks. And they're always kind of conflicted about is fabric the answer or snowflake th…”
Conrad: Databricks gained advantages over Snowflake by staying private
“I think you look at like Databricks versus Snowflake and it seems like Databricks has had some advantages by not being public you know, in, in that fight.”
Zaharia: Databricks created Dolly by cloning Stanford's Alpaca approach
“Dolly is partly based on this great result from some other faculty members at Stanford called Alpaca, where they tested a way to, you know, basically they use the model to generate a bunch of realistic conversations, and then they use this to train another mod…”