Oct 30, 2026 · 59 min · 12 segments
Why do students forget what they’ve learned, and why is it so difficult to apply knowledge in new situations? Anna Stokke is joined by researcher and author Héctor Ruiz Martín to discuss what…
Anna StokkeHost
And so before we talk about that, we talk a lot about cognitive architecture on this podcast.

So I'm hoping that you can give us, before we start, a quick map of how memory works.
People usually think that memory is some kind of warehouse where we retain information so that we can search for it when we need it, as if it were Google.
which depend on different regions of the brain, at least partially, and support different types of learning, facts, concepts, skills, reactions.
Everything we learn is learned thanks to memory, because memory arises from the fact that all our experiences and actions trigger changes in our brain.
And these changes allow us to act differently, hopefully in a more beneficial way, adaptive way, the next time.
I guess, though, that you were asking about semantic memory, which is a memory system that contains our knowledge about the world.
So episodic memory allows me to remember what I had for breakfast today, while semantic memory allows me to know what breakfast is.
How does semantic memory work? Well, it works by connecting the knowledge that we already have about what we are experiencing well, some pieces of this knowledge with the new information we are receiving.
So learning is about making connections, connecting what I already know with new information or connecting different things that I already knew, but I have never connected before.
And I connect them thanks to the clues that the experience gives me to make that connection.

Okay, so you're talking about new knowledge being learned by connecting it to knowledge that is already in long-term memory, right? So why does that prior knowledge have such a powerful effect on what we're able to learn next?
Well, our memory depends on what we already know, because in order to learn something, our memory makes use of everything about the experience that was already learned through previous experiences and then uses everything to build new knowledge.
We connect pieces of what is happening to pieces of knowledge that we already have in our memory and that we recognize as related to the experience that we are having.

And so before we talk about that, we talk a lot about cognitive architecture on this podcast.

So I'm hoping that you can give us, before we start, a quick map of how memory works.
People usually think that memory is some kind of warehouse where we retain information so that we can search for it when we need it, as if it were Google.
which depend on different regions of the brain, at least partially, and support different types of learning, facts, concepts, skills, reactions.
Everything we learn is learned thanks to memory, because memory arises from the fact that all our experiences and actions trigger changes in our brain.
And these changes allow us to act differently, hopefully in a more beneficial way, adaptive way, the next time.
I guess, though, that you were asking about semantic memory, which is a memory system that contains our knowledge about the world.
So episodic memory allows me to remember what I had for breakfast today, while semantic memory allows me to know what breakfast is.
How does semantic memory work? Well, it works by connecting the knowledge that we already have about what we are experiencing well, some pieces of this knowledge with the new information we are receiving.
So learning is about making connections, connecting what I already know with new information or connecting different things that I already knew, but I have never connected before.
And I connect them thanks to the clues that the experience gives me to make that connection.

Okay, so you're talking about new knowledge being learned by connecting it to knowledge that is already in long-term memory, right? So why does that prior knowledge have such a powerful effect on what we're able to learn next?
Well, our memory depends on what we already know, because in order to learn something, our memory makes use of everything about the experience that was already learned through previous experiences and then uses everything to build new knowledge.
We connect pieces of what is happening to pieces of knowledge that we already have in our memory and that we recognize as related to the experience that we are having.
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