Veranstaltungen

14. April 2026, 17:00 bis 18:00

Accidents that never happened: Generative AI and fraud in motor insurance

Vortrag

Bartosz Gaweda, Milliman

Generative AI is reshaping insurance fraud through fabricated or manipulated images used at underwriting and in claims, distorting both risk assessment and real payments. Based on completed research, results from a global image-assessment quiz show consistently poor human detection, while existing AI image detectors face limitations related to accuracy, rapid model evolution, and privacy and compliance. Mitigating GenAI image fraud requires strengthening the insurance process end to end, with clearer controls for how evidence is obtained, verified, handled, and escalated, rather than relying primarily on a single detection tool.

About the speaker:

Bartosz Gaweda is a Manager in Milliman. Actuary with over ten years of experience in P&C insurance, spanning pricing, reserving, and data & analytics. Focused on applying AI and advanced analytics in insurance, with emphasis on machine learning for motor pricing and fraud detection

FAM @ TU Wien

Kalendereintrag
Veranstaltungsort
Freihaus der TU Wien
1040 Wien
Wiedner Hauptstraße 8-10
Veranstalter
FAM @ TU Wien gemeinsam mit Anerkannten Aktuaren der AVÖ
FAM-office
fam@fam.tuwien.ac.at
Info-Link
https://fam.tuwien.ac.at/vr/20260414.php
Öffentlich
Ja
Kostenpflichtig
Nein
Anmeldung erforderlich
Ja

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