Fern Halper

speaker
536 appearances 2 recordings 1 series first heard Jul 2026 last heard 22 Jul

Fern Halper’s voice in public audio — every appearance, attributed to the second.

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recordings per month · last 12 months
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Recordings per month over the last 12 months — 2 in all, peaking in Jul 2026 with 2.

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And I think that um
What I what I've seen over the course of my career is that
In terms of AI
It's not just that the technology has evolved.
But so has the scope of the challenge.
You know, when we were at a when I was at Bell Labs, we talked about can we build a model, you know, and now we're asking, can we transform an organization?
You know, so today AI can generate content.
It can reason, it can take action through agents, but what's interesting is that many of the challenges are are similar.
You still need what you were talking about before: trusted data governance, skilled people, clear business objectives.
You know, so my perspective has evolved from viewing AI primarily as an analytical capability to seeing it as an enterprise.
helping with ent enterprise transformation.
You know, but to do that you need the right foundations in place.
Um, yeah, for sure.
And you know, what I what I've been seeing seeing happening, I think is you're mentioning is like over the past few years.
Organizations have been using consumer what I call consumerized AI tools.
I guess I think of AI as traditional AI, which was what I was.
doing back in the 90s with predictive analytics and machine learning.
You know, then there's the generative AI and we're moving towards agentic AI.
So generative AI, you know, helped us produce all of this content.
And now we're sort of flooded and homogenized content.
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