That prompt is largely to be able to tell the regulators that they are just being prudent.
@patio11
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Techniques for Getting Better Feedback from Claude Opus
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Hoohah. Do you do anything particularly special to get good feedback from Opus or is it just “write the obvious prompt, get good output”?
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Engineer Value Creation: Ten Years at Big Tech Companies
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Which is in some ways very unsurprising: if you’re producing at least as much value as a mid-seniority AppAmaGooBookSoft engineer and you work for ten years, yeah, that should be the expected outcome.
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Software Entrepreneurs’ Long-Term Success: MicroConf Speaker Wealth Analysis
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The tail of outcomes among people I met over the years doing software is very long, but indicatively if one looks at e.g. attendees at speaker’s dinner at MicroConf in like 2012, yeah, about half are multi-millionaires.
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Context Switching Costs in AI-Assisted Workflows
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Not captured by the model is the context switching cost, since "inbox gardening mode -> oh a bill -> task switch to bank website -> what was I doing again?" is a thing which hits me very hard.
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ChatGPT estimates 500 hours for invoice processing automation
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ChatGPT, happy to speculate on this, produced a model which suggested it is probably ~500 hours or one solid quarter of full professional effort doing nothing but invoices. That feels approximately right to me. (I do more of this than most people; ran a business since 2006, etc)
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PDF Upload Automation Attaches Documents to Transactions
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Also as a good default side effect it attaches the uploaded PDF to the transaction in one's account, though you can either have it not do that or just get that behavior without the parsing.
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LLMs Enable PDF Parsing for Financial Applications
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(One reason I think nobody seems to have tried implementing this prior to LLMs is that parsing arbitrary PDFs well enough to trust money to the results was almost intractably hard, and now it's something which is probably single digit engineers times single digit weeks to build.)
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LLMs Automating Redundant PDF Data Entry Tasks
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I do not even want to speculate how much of my life I've spent parsing PDFs to redundantly type payment instructions into a web application. I will not regret that portion of the job getting eaten by LLMs and good experiences built on top of them.
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UI Design for Bank Instructions with Highlighted PDF Verification
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… on the left the UI for giving the bank instructions and on the right a browserified PDF, zoomed at wherever it found the information it prefilled, with that information highlighted. This facilitates you checking that e.g. account numbers match expectations.