Nufar Gaspar
speaker
2,488 appearances
11 recordings
1 series
first heard Oct 2025
last heard 3 Sep
Nufar Gaspar’s voice in public audio — every appearance, attributed to the second.
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recordings per month · last 12 monthsRecordings per month over the last 12 months — 11 in all, peaking in Jun 2026 with 5.
Appearances
It's very relatively easy.
If if there are coders here on the line, I don't want to say that your work is easy, but in order to verify coding, we have built in mechanisms which makes the ability to run until a certain condition is being met much more doable.
Okay.
So when we're talking about knowledge work, in many cases, we don't have a built-in referee.
Is this report good enough to present to management?
Is this analysis deep enough?
Nobody's compiler answered these questions for you.
So when someone tells you just put it on a loop, they're forgetting that they, as coders, had free verification and we or you don't have.
So the good news, and that's the the central move of what we're doing here today, is that verification for knowledge work can be designed by you.
It's slightly more difficult than for coders, but you can manufacture the referee, the one that decides whether the job was done.
And that's what you need to be able to do well.
And if you are unable to design a finish line that is very clear and verifiable, the answer is don't loop it.
Okay?
So let me give you concrete criteria as to whether the task at hand deserves and can be uh looped for you.
So in order for a task to be loopworthy or loop relevant, it needs to be long running, meaning that it's not something that you can achieve with one prompt and get good enough results.
With modern models, often that's more than enough.
I urge you to use one shot and getting the results if you can.
The second thing and those have to come together, you have to be able to check whether the results are good enough or the progress is headed in the right direction.
That's the most important pair.
The second thing is that you look for things that you probably and potentially wanna send overnight, meaning that you want to be able to run autonomously.
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