“A lot of the use cases I believe are being driven by, you know, business users who don't have as much technology experience, or IT users, Who don't have as much business experience driven by the urgency of, oh my gosh, we got to do something.”
quote is from the automated transcript, cleaned for reading:
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More from Charles Sansbury
PredictionNot checkable as stated
Sansbury: AI gains will outpace losses via tiny group of massive winners
“Certainly, there's a lot of money that's going to be lost in these investments. But I think what's going to happen is actually different, in that I think there's going to be, you know, a lot of companies that turn out not to be successful, but a very small num…”
Charles SansburyNov 5, 2025▶ 3:44Why Getting Data Right Could Be The Key To Effective AI Projects — With Charles Sansbury
AssertionPartly supported
Cloudera CEO: 96% of companies try AI, but IT approves only 30%.
“If 96% of companies are trying AI, only about 30% of IT organizations have approved of what they're doing.”
Charles SansburyNov 5, 2025▶ 5:18Why Getting Data Right Could Be The Key To Effective AI Projects — With Charles Sansbury
Opinion
Sansbury: Autonomous AI agents operating without humans create unmanaged enterprise risks
“The concern, especially as you move from generative to agentic AI, where you have autonomous agents moving through your systems doing stuff without checking back in with a human, I think it creates risks that we haven't got our hands around yet.”
Charles SansburyNov 5, 2025▶ 7:27Why Getting Data Right Could Be The Key To Effective AI Projects — With Charles Sansbury
Insight
Sansbury: Moving All Data to Cloud Sacrifices Proprietary Enterprise Context
“What our perspective has been, the answer can't be you take all that data and move it to the cloud so it can run very neatly on these cloud-based models, because then you lose kind of control over that enterprise context that you built over years, the transact…”
Charles SansburyNov 5, 2025▶ 10:06Why Getting Data Right Could Be The Key To Effective AI Projects — With Charles Sansbury
AssertionNot checkable as stated
Sansbury says an AI agent replaced a 1,000-person banking fraud team.
“And it's allowed them to basically take a team of a thousand and repurpose the majority of those people to other functions within the bank. So that's a savings of tens of millions of dollars and a more efficient process and better for the customer who gets his…”
Charles SansburyNov 5, 2025▶ 13:32Why Getting Data Right Could Be The Key To Effective AI Projects — With Charles Sansbury
Opinion
Sansbury suggests base AI models are hitting an asymptotic performance plateau.
“Models are getting better, but maybe they're approaching this kind of asymptotic barrier where are thirteen billion parameters really that much better than twelve billion parameters, right? Maybe nine is good. Maybe five. We, someone mathematically has done th…”
Charles SansburyNov 5, 2025▶ 24:57Why Getting Data Right Could Be The Key To Effective AI Projects — With Charles Sansbury
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