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Comment by mike_hearn

5 days ago

Well, the 101 idiom comes from US education, it's a reference to the introductory course. Part of the problem with anti-abuse work is that there's no course you can take and precious little inter-firm job hopping. Anti-abuse is a cost of business so you don't see companies competing over employees with experience like you do in some other areas like AI research. So it's all learning-by-doing and when people leave, the experience usually leaves with them.

After leaving Google the anti-abuse teams at a few other tech companies did reach out. There was absolutely no consistency at all. Companies varied hugely in how much effort and skill they applied to the problem, even within the same markets. For payment fraud there is a lot of money at stake so I'd expect eBay would have had a good team, but most products at Google didn't lose money directly if there was abuse. It just led to a general worsening of the UX in ways that were hard to summarize in metrics.

I seem to recall sitting in weekly abuse team meetings where one of the metrics was the price of a google account on the black market. So at least some of these things were tracked and not just by one individual.