Rule-based work isn't a career anymore. It's a prompt. In every rule-based profession, humans are now the slow, expensive, error-prone option. Claude Opus 5 got 20 for 20 at 100% and wrapped each task in minutes, while 12 licensed CPAs landed anywhere from 0% to about 90%, with several running out the 3-hour clock.
“We find that on medium-length, well-defined accounting tasks, frontier AI models are now faster and more accurate than junior accountants, even the best one in our study.” Eighteen months ago they scored well below human accountants Good discussion here: mercor.com/blog/human-baseli…

Oct 2, 2026 · 10:02 AM UTC

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AI may automate much of the routine work currently done by junior lawyers, consultants, bankers, and advertisers. "A chunk of what the people at the bottom of the pyramid were doing—what happens to that? The only thing you can say is that, if you have never worked at a law firm or at Bain, BCG, or McKinsey, you are probably not going to have a good idea of how this works." Benedict Evans (technology analyst, writer, and former a16z partner). ---- From a16z YouTube channel (link in comment)
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Replying to @rohanpaul_ai
Who's checking that 20 for 20 before somebody signs off on it?
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Replying to @rohanpaul_ai
AI真正替代的可能不是职业,而是职业里那些能被完整写成规则的部分。规则越清晰,自动化越容易
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Replying to @rohanpaul_ai
The calculator has started asking what you bring to the team.
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Replying to @rohanpaul_ai
20 out of 20. Who signs the return?
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Replying to @rohanpaul_ai
well, in 10 years, kids will be surprised humans used to do some jobs. i mean, how does one explain card punching to vibe coders?
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Replying to @rohanpaul_ai
mollick said medium-length well-defined tasks tho, not whole jobs. 20 tasks is thin too. who signs off when it misses on task 21
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Replying to @rohanpaul_ai
The slow, expensive, error-prone option still has to sign the tax return.
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Replying to @rohanpaul_ai
Rule based work is a prompt now. It makes humans the slow option yet we still bring context that models miss.
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