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Comment by motoxpro | Hacker News Reader

Not quite. I understand that's a piece but if you've ever tried to solve this problem it's not even close to being as easy as you make it out to be.

1. The stats you cited (k/d) is well within normal variance

2. It's not super common for cheaters to run around spinbotting/blatant wallhacking. I would actually say that's the minority.

3. Depending on the game, that would never happen because MMR just matches you up with people based on your new "skill" i.e. 2 games with 8K/d puts me in harder games and I go back down to something reasonable. Again, most cheaters don't continue to just dominate, those are the minority and get caught easily.

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So it’s not as trivial as I make it sound, yes, but that’s not to say it’s impossible. People are working on just that. These things wouldn’t get you banned, but these are “early warnings” that you’re cheating and warrants further review of game footage (which most games store in the cloud now). It’s not trivial, but it’s not rocket science. AI behavior patterns combined with game footage review combined with a judiciary would cause one to be banned. The future of esports though is in closed edge networks with dedicated hosts. Provide them with the Internet cafe appliance. I just want to play some Counter-Strike. If I were to average my K/D over 1000 games I would get a pretty good statistical spread of how I play on certain maps. Granted theres a degree of variability depending on my mental state, but still a good enough sample to get an idea of how I play Dust II. Sudden and consistent outliers above norms would flag me for review. 2,3 kill cams and footage review would tell you that I’m cheating. Someone in Burma or Thailand could do that job until the AI is trained to spot aimbots, cough I’m sorry, “flick shots”.

Measuring inter-account variability in performance doesn't work for players who only play with cheats on that account

Damn smurfs, good point. I would be defenseless. In reality you would go with a multiple angle approach but you are certainly correct. Behavior modeling would suggest you’re the GOAT. 100% of the time.

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