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Mark Stouse

πŸ‘€ Speaker
125 total appearances
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The Digital Executive
Mark Stouse: Why Causal AI Beats Correlation | Ep 1269

the more correlative kinds of approaches, econometric approaches, are just completely shattering.

The Digital Executive
Mark Stouse: Why Causal AI Beats Correlation | Ep 1269

They're no longer representing the way that the economy can be expected to move.

The Digital Executive
Mark Stouse: Why Causal AI Beats Correlation | Ep 1269

And that's just because it's correlation within a closed analytical system, and it's diverging more and more and more from absolute reality.

The Digital Executive
Mark Stouse: Why Causal AI Beats Correlation | Ep 1269

which it did not do that nearly as much for, say, the past 40 years.

The Digital Executive
Mark Stouse: Why Causal AI Beats Correlation | Ep 1269

Another really huge example is actuarial analysis in the insurance business.

The Digital Executive
Mark Stouse: Why Causal AI Beats Correlation | Ep 1269

We've all seen the news coverage about this property insurance company or that one exiting a particular state or a particular zip code where they won't.

The Digital Executive
Mark Stouse: Why Causal AI Beats Correlation | Ep 1269

write policies anymore.

The Digital Executive
Mark Stouse: Why Causal AI Beats Correlation | Ep 1269

It could be because of wildfire danger.

The Digital Executive
Mark Stouse: Why Causal AI Beats Correlation | Ep 1269

It could be because of hurricanes and climate change related stuff.

The Digital Executive
Mark Stouse: Why Causal AI Beats Correlation | Ep 1269

But the real deal is that

The Digital Executive
Mark Stouse: Why Causal AI Beats Correlation | Ep 1269

Because of the increasing volatility in the macro world, their systems are struggling to accurately predict their level of risk going forward, which makes it impossible for them to price that risk.

The Digital Executive
Mark Stouse: Why Causal AI Beats Correlation | Ep 1269

In other words, decide what they're going to charge you for your policy.

The Digital Executive
Mark Stouse: Why Causal AI Beats Correlation | Ep 1269

And so that risk is so severe that they would rather do something they don't really want to do, which is just not write any policies for people in that area.

The Digital Executive
Mark Stouse: Why Causal AI Beats Correlation | Ep 1269

But they'll do that because to accept the bet, so to speak, could expose them to levels of risk that their modeling no longer delivers.

The Digital Executive
Mark Stouse: Why Causal AI Beats Correlation | Ep 1269

And so these are all reasons and illustrations of why correlation is a bust, right, in the current environment.

The Digital Executive
Mark Stouse: Why Causal AI Beats Correlation | Ep 1269

Thank you.

The Digital Executive
Mark Stouse: Why Causal AI Beats Correlation | Ep 1269

Well, I think that's exactly what finance teams have been looking for for a really long time.

The Digital Executive
Mark Stouse: Why Causal AI Beats Correlation | Ep 1269

And to be perfectly honest with you, they have just been really frustrated.

The Digital Executive
Mark Stouse: Why Causal AI Beats Correlation | Ep 1269

for years by the tendency of go-to-market teams to seek other ways of illustrating their value other than what you might call a truly business approach.

The Digital Executive
Mark Stouse: Why Causal AI Beats Correlation | Ep 1269

FASB in particular is super important because