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
maybe over lunch, you don't have to run overnight and come back to finished results instead of a draft.
That's part of something that might indicate that a loop is in order.
Also we want something that should keep running until a specific bar is met or keep running indefinitely, watching for something.
Those might also be a good indication for a loop.
We also want something that comes, by the way, from hard experience is
We want something that you tried with the opus, with the fable, with the GPT Sol, whatever smartest model that you have out there.
And it was just not good enough.
It didn't meet the bar with the one short execution.
Also, it's relevant for cases where you want to push the model to work harder than one polite pass, which is often will will be the default.
Think about uh when you send the model to do the research, and that's gonna be the example that we will show in a minute.
Often it will run a decent web search, synthesize the results, and that's gonna be that unless you prompt it very rigorously.
In many cases, it will not run multiple iterations of trying to improve the quality uh and the abundance of results unless you ask.
Ask for it very nicely or not so nicely.
And lastly, we want something that has a natural ritra and improved shape.
Okay.
Something that can be a draft, but then it gets better with multiple iterations.
That's by the way part of why I s I think Jeff Dean is going to do that for research and science because this is a place where with more and more and more experiments, typically you eventually get to the right direction.
On the flip side, and that's also very important, if the task is short and one pass does it, if your judgment is the actual work and you cannot offload the judgment to a referee, a normal conversation with your agent is the right call.
And choosing that is the smart move, not the cop out.
Okay.
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