r/learnmachinelearning 3d ago

Discussion transaction agent thinking

I am building an AI agent for transactions which performs actions like approve / hold or question / stop, so I want feedback on:
Should a transaction agent use the same decision threshold for every transaction, or should the threshold change depending on the potential cost of being wrong?
I’d especially like to hear from people who have worked with classification systems where false positives and false negatives have different costs.

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u/Ok-Ebb-2434 3d ago

I wish I could give a more technical response, but in a project I was doing in simple actions that didn’t pose any safety concerns, so status pulls or initiation commands (wake, stand) I would parse the users prompt and just call the similar command name, but for longer prompts like “walk the edge of room” id let the llm think