Report

Ethics of insurance pricing

Ethics of insurance pricing

Gradient Institute Fellows Chris Dolman, Seth Lazar and Dimitri Semenovich, alongside Chief Scientist Tiberio Caetano, have written a paper investigating the question of which data should be used to price insurance policies. The paper argues that even if the use of some “rating factor” is lawful and helps predict risk, there can be legitimate reasons to reject its use. This suggests insurers...

Gradient Institute Fellows Chris Dolman, Seth Lazar and Dimitri Semenovich, alongside Chief Scientist Tiberio Caetano, have written a paper investigating the question of which data should be used to price insurance policies. The paper argues that even if the use of some “rating factor” is lawful and helps predict risk, there can be legitimate reasons to reject its use. This suggests insurers...

Related news

Gradient Institute 2025 Impact Report
News

Gradient Institute 2025 Impact Report

In 2025, Gradient Institute shaped Australiaʼs national AI guidance, contributed to global AI safety science, and helped hundreds of organisations build the capabilities to develop, deploy and use trustworthy AI systems.

Read more
Launching Gradient Gatherings
Event

Launching Gradient Gatherings

We're hosting our first Gradient Gatherings event in Sydney, and we'd love to see you there.

Read more
Scaling Sameness
Explainer

Scaling Sameness

There is an intuitive logic to redundancy. Send three engineers to check the bridge. Have two pilots in the cockpit. Run the numbers twice. If independent reviewers reach the same conclusion, we treat that agreement as evidence the conclusi...

Read more

Let's navigate AI responsibly together.

Contact us