I have a calculator that is correct 80% of the time. But don't worry, every time I use it, I check the results myself.
@MartinEscardo Have you already explicitly told your calculator to please calculate correctly? I've heard this helps.
@forster @MartinEscardo you have to tell it to pretend it is a really good senior calculator with 20 years of experience
@MartinEscardo Maybe the calculator is correct 99% of the time on some well documented techniques... and poorly efficient on advanced stuff (<55%)?
@MartinEscardo You should try the new calculators, they are much better.
@ohad @MartinEscardo Simply run the calculator in a loop that checks if it has yet produced the answer you're expecting. You'll be amazed what it can do.
@MartinEscardo Make each calculation a few times and take the mode?
@MartinEscardo
Amazing! My success rate is 60% at most. I'm going to switch to the calculator!

@MartinEscardo
completely off-topic, but there is a way to have an unsure calculator that is actually useful, as opposed to LLMs which arent even whten they are correct

https://filiph.github.io/unsure/

Unsure Calculator

The Unsure Calculator is an online tool that lets you calculate with numbers you’re not sure about.

@MartinEscardo I was taught to do at least an order-of-magnitude mental sanity check every time I used a calculator - there's always scope for pressing the wrong button.
@MartinEscardo
You should try the premium version: it comes with custom skins, and sings results with donald duck voice.
@MartinEscardo if your calculator burns half of the planet to operate you could get your correctness to 90%. Would that help?
@MartinEscardo my reports are correct 85% of the time but that's ok, my boss is happy to double check them before sending them to our customers!
@ehproque @MartinEscardo Even 95% if you burn the whole planet and then fill the orbit with data-center satellites

@MartinEscardo hello sir

i am not a mathematician, but the results look correct to me?

in fact i feel like a 10x mathematician now, i can calculate and calculate all the time

@MartinEscardo What if we put the calculator into orbit?
@MartinEscardo Reminds me the early Pentium FDIV bug in the mid 90s: Recommended mitigation measures were to verify the computing results using an older but reliable 486.
@MartinEscardo just give it autonomy and chain it to another autonomous calculator that verifies the results with an 80% accuracy.
@MartinEscardo that will make you a solid B student instead of a C- student
@MartinEscardo Pentium based, I assume.
@MartinEscardo just launch 100 calculators and pick the most common result, it should be fine
@MartinEscardo The real question is: your calculator burns significant quantities of methane every time you press "="? 😏
@MartinEscardo Can you somehow make the calculator physically bigger? Bigger isn't better but it is inevitable and innovation.

@fbulow @MartinEscardo

If the calculator is only correct 80% of the time, one could use two calculators, so that the correct result appears at least on one of the displays ~96% of the time.

As a side effect it would double the size.

does it also boil the ocean?
@MartinEscardo much productivity, such efficiency wow! Clearly this is the future 😍