Steve Gibson
speaker
17,616 appearances
14 recordings
1 series
first heard May 2026
last heard 2 Sep
Steve Gibson’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 — 14 in all, peaking in Jul 2026 with 5.
Appearances
Only the neurons in the virology module are changed.
And if the bulk of the model's weights don't change.
After learning about virology, it doesn't learn about virology, it doesn't get gain any knowledge from that.
It's like it never happened to most of the model.
They said the consequence is that virology knowledge accumulates in the virology mod module rather than diffusing across the whole network.
After training, the module can simply be deleted.
And the virology knowledge goes with it.
Or it can be left in place for trusted deployments.
When virology.
Yeah,
Yes.
And it it what's really interesting is that it tends to concentrate there because it it's like the virology module doesn't it it's like it knows it's carrying the full weight of that knowledge.
Yeah.
It's so cool.
So amazing.
So they said the knowledge can be tailored very specifically to the type of deployment needed.
In our experiments, we defined four
dual use categories so that one training run with gram yield a model that can be configured in sixteen different ways, you know, on or off for each of the four categories.
And as we know, that uh a a four-bit number can have zero through fifteen.
So 16 different pop possible ons and offs.
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