“Sometimes you can over index on the technical and getting maybe, you know, your platform to be five percent more fast or supported on one more browser might not 10 X you the way that spending that time building a community would.”
quote is from the automated transcript, cleaned for reading:
filler sounds and stutters are removed, nothing is rephrased. names can be misheard
(the analysis reads context, assessments check outside sources). how →
More from Carly Taylor
Opinion
Taylor: Data science and AI startups should prioritize LinkedIn over Twitter
“Twitter might get you more impressions, I think. And you might get your message out wider. So I don't think it has to be an either or, but if I was going to spend a lot of my time, especially if I was a data science or AI startup, I would learn where my audien…”
Carly TaylorSep 14, 2023▶ 28:22From Xbox to Databricks: Carly Taylor’s Rebel Path in Data Science & Gaming AI
Insight
Taylor: Model observability is the most important focus for data scientists
“I harp on observability a lot because I think it's, like, probably the most important thing a data scientist can focus on”
Carly TaylorSep 14, 2023▶ 31:04From Xbox to Databricks: Carly Taylor’s Rebel Path in Data Science & Gaming AI
Opinion
Taylor: Healthcare lags eight years in tech, creating massive upside for ML
“I think that health care is historically like eight years behind everyone else, but there's also a very massive upside there right now for people who are going to be using machine learning and data science to solve problems.”
Carly TaylorSep 14, 2023▶ 36:49From Xbox to Databricks: Carly Taylor’s Rebel Path in Data Science & Gaming AI
Insight
Taylor: Security machine learning must hyper-focus on outliers instead of discarding them
“There's a tenant of machine learning where like you just throw out the outliers because they're going to mess up your distribution and you kind of don't want to deal with them. For security, what you do is you find the outliers and you hyper focus on them beca…”
Carly TaylorSep 14, 2023▶ 7:49From Xbox to Databricks: Carly Taylor’s Rebel Path in Data Science & Gaming AI
“And it's something that I think traditional machine learning hasn't really been agile enough to deal with. Right. Like the act of doing machine learning is fundamentally changing the problem you're trying to solve.”
Carly TaylorSep 14, 2023▶ 9:37From Xbox to Databricks: Carly Taylor’s Rebel Path in Data Science & Gaming AI
Insight
Taylor: GenAI in games introduces new capabilities rather than replacing human jobs
“It's no one's Full-time job to make an NPC, like say your name. It's just a functionality we've never had. So you're not really replacing anything people were doing. You're just making something that didn't exist exist.”
Carly TaylorSep 14, 2023▶ 11:43From Xbox to Databricks: Carly Taylor’s Rebel Path in Data Science & Gaming AI
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