@deezzex: SpaceX AI INSIDER shared with me a list of 5 calibrations for GROK BOT agent to make it work on 100% of its capabilitie…

SpaceX AI INSIDER shared with me a list of 5 calibrations for GROK BOT agent to make it work on 100% of its capabilities. i just tried them myself and they are actually INSANE, see below: - add a confidence threshold. below a certain confidence level, the agent should stop and ask instead of guessing and moving forward. most bad outputs aren’t wrong because the agent didn’t know, they’re wrong because it guessed instead of flagging uncertainty. - checkpoint long tasks into verified sub-steps. don’t let it run start to finish in one shot on anything complex. break it into stages with a verification point between each, so a mistake in step 2 doesn’t quietly compound through steps 3 to 10 - show it negative examples, not just positive ones. “here’s what good output looks like” only tells half the story. “here’s a common wrong answer and why it’s wrong” teaches the boundary, not just the target. - gate destructive actions separately from everything else. deleting, overwriting, or sending something irreversible should require its own explicit confirmation step, distinct from normal tool use, not lumped in with routine actions that don’t need the same scrutiny. - test it against edge cases before trusting default behavior. run the weird inputs first, the empty field, the duplicate entry, the malformed date, before you ever let it touch real data. the happy path was never where it was going to fail. structure beats wording, every time. which one of these would’ve caught your last agent mistake?