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Mastering Claude

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Getting good work out of Claude9 lessons57 min

Checking what it gives back

  1. 01A green result proves nothing until it has itself been proven7 min

    A check that has never been made to fail by a case it is actually supposed to catch has proven nothing, in the strict sense that proving requires a precise command to have run and its output to have been read: a broken detector returns zero problems, and that reads exactly like a success.

  2. 02Test the checker before trusting its verdict7 min

    A check that returns a plausible number is not the same thing as a check that returns a correct number, and a faulty check rarely fails loudly, it returns a result that looks right.

  3. 03The remedy against invention can invent too7 min

    A verification device is a deliverable like any other, produced by the same kind of mechanism as what it checks: replaying that mechanism a second time does not make it independent, only a genuinely different method proves it.

  4. 04Where you look determines what you find4 min

    A review pointed at the latest change tells you where you looked, never where the defects actually are: without having examined the rest with the same care, no conclusion about the relative danger of recent code versus old code holds up.

  5. 05A very rigorous review can still see nothing4 min

    The more disciplined a review method is, the more it gives the illusion of having covered everything, because it can only judge what already exists, never what is entirely missing.

  6. 06Proven, or simply not yet refuted5 min

    Proven means a precise command has run and its output has been read; not yet refuted only means that nothing has caught a problem so far, a far weaker claim.

  7. 07A form check never sees a false value8 min

    An automated check measures form, encoding, the presence of a keyword, never truth, and validating a screenshot or an intermediate step never proves what the person will actually open.

  8. 08Reopen every source before believing it8 min

    A research agent reports what an index shows, not what a live page contains today, and presents a dead link with the same confidence as a live one: any source meant to support a conclusion gets reopened before being cited.

  9. 09Count the whole population, and name the measure for what it captures7 min

    Measuring the few cases noticed by chance rather than the whole population produces a conclusion that is confident and yet wrong, and that same conclusion stays wrong if the name given to the result says something other than what the instrument actually captured.