HanayamaTriplet

If it's a lagging effect, then why is the year-over-year spike in failure rates happening not just in 1st/2nd year classes, but also in a 3rd/4th year class at the same time?

If the removal of standardized testing in 2021 was the real reason, then why is there a sudden spike of failure rates happening right now?

That says $12,000 billion, not $12 billion. (Aside from the question of paying off mortgages being a good idea or not.)

>More likely someone put in a WAF rule that 401'd for his IP.

Why make this assumption when you could just visit the website yourself and see the same 401?

Nitpick: Your math is correct, but you have the US revenue in billions rather than trillions.

How do you verify that a doorway in a photo belongs to a given address?

I can understand that years before ChatGPT would not have any LLM-generated text, but how much does the year actually correlate with how much LLM text is in the dataset? Wouldn't special-purpose datasets with varying ratios of human and LLM text be better for testing effects of "AI contamination"?

The original data includes "train and metro stations", but figure 9 filtered the data to only include train stations and arrived at the same conclusion.

You don't need high speed face tracking to make video edits, those are not going to be done in real time.

This is a good point! My assumption was that they actually do have a high baseline of fake rejection and gave these a fair analysis, given that they would want to maintain credibility and have multiple write-ups on their web site about how they closely analyze submitted cards to detect counterfeits. I wonder if there are any independent tests out there on how well they actually detect and reject fakes sent in for grading by normal people.