Duane Forrester

speaker
918 appearances 5 recordings 1 series first heard Sep 2025 last heard Sep 2025

Duane Forrester’s voice in public audio — every appearance, attributed to the second.

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What's the depth here?
That's the next entity and the next relationship, and so on down until it loses the plot and it just screws off into the ether and doesn't bother with your long-form content.
So the whole concept of chunking is based around make it easy.
Make it easy for the system, the LLM crawler to come in and say, Oh, there's an entity and there's relationships.
Got it.
Okay.
Now the relationship might not be everything.
Okay.
The the relationship in the content that we are notionally referencing here is not everyone on earth that Tyson knows and Dwayne is in the list.
Okay, could be that.
Or it could just be the write-up for this podcast.
Nothing more.
But that's what got pulled and there's the answer.
So this idea of chunking now becomes a really important part of this, okay?
So what we were just talking about is much more in the vector embedding concept.
Now from that, or technically before that, you have to, as a content producer, think about chunking your content to make it easier for that LLM to consume.
So you would have a paragraph.
If the content is all the people Tyson knows, then the paragraphs would be Tyson knows Dwayne, Tyson knows this person, Tyson knows this person, and so on.
It's a little pedantic for humans to read that type of thing, but again, this is your human in the loop.
This is why, you know, you may take all of this content that you've factually written and you've even marked up with structured data.
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