A interesting thing about Anthropic’s use of «adversarial review» is that it’s entirely agent based. It’s a skill run by another model. This is not the same as adversarial machine learning. en.wikipedia.org/wiki/Adversa... www.anthropic.com/research/red... www.getclaudeskills.com/skills/adver...
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It’s just away for engineers to check another agent’s code without reviewing it with their own eyes. This is the default at Anthrophic. Boris Cherny brags that he has stopped coding completely and is now only running 100s of agents from his phone: (see interview on Youtube) youtu.be/SlGRN8jh2RI
There is this quote from David Dunning that I like to use that goes: "If you're incompetent, you can't know you're incompetent. The skills you need to produce a right answer are exactly the skills you need to recognize what a right answer is.(www.psychologytoday.com/us/blog/dear...)
This basicly means that if you haven’t done the work to learn, yourself, the skill, you don’t really have the skill of recognizing that you are wrong either. Trusting the word of someone else, like an agent, doesn’t equal understanding. Therefore you can’t do an adverserial review either.
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