Apparently, this is a myth: https://www.cancerresearchuk.org/about-cancer/causes-of-canc...
> However, a large number of epidemiologic studies (both case-control and cohort studies) in humans have found no consistent evidence that dietary acrylamide exposure is associated with the risk of any type of cancer (9, 14).