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
The memory can be counted as those because teaching your AI who you are, what is your context and learning what works for you in AI is important.
very critical for you to continue moving forward.
They look a little bit like a waste on a dashboard or a lot like a waste on a dashboard because no deliverable ship.
But I claim that these are tokens that you need to defend fearlessly because if you won't defend those, you will very quickly go back to just getting AI's help to
draft emails and translate between languages rather than moving towards the workflows that matter.
And especially if your company and yourself has a lot of catch up to do on where I is currently at.
So I want the tokens that teach to be defended because those are the things that will move the needle beyond the next category, which I call them the tokens that produce.
So obviously those are the most defensible ones because those are the tokens that use to create work that ships.
It can be like the final proposal or the research or the code.
Obviously, that's the thing that is much easier to show the ROI.
But lastly, we also have the tokens that should be eliminated.
And those are tokens that I call tokens that spin.
Those can be machines talking to themselves or automations that nobody is looking at their output or automations that are running too infrequently.
idle agents, bloated context, misused tools and context, using Fable to write an email, so using the wrong model, and optimized flows, and so on.
Those will be activity without sufficient output.
So the token smart move, if I need to summarize, is to kill the tokens that spin, to tune the production to make sure that it is cost effective, and protect the teaching.
And that's the order.
First, go and do the audit on your spin tokens, and then do the rest.
I have a very embarrassing tokens that spin story, which I will share in a minute.
But I do want to also note with regards to tokens that teach that a failed experiment is as important as a successful experiment.
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