Pareto frontier
37
MENTIONS
3
EPISODES
3
PODCASTS
Search complete. 37 mentions across 3 episodes found for "Pareto frontier".
Oct 23, 2026
Alex VolkovHOST
Let's see here.
Alex VolkovHOST
The Pareto Frontier looks insane on this model.
Alex VolkovHOST
The Pareto Frontier for cost versus execution is just absolutely mugging.
Alex VolkovHOST
Look at this.
Alex VolkovHOST
This is like just deep seek on this top right quarter, which is, what is this? This is SWE.
Yam PelegHOST
Just to show the pricing
Alex VolkovHOST
again, this is just on the Flash model.
Alex VolkovHOST
They're just like mugging the Pareto frontier on cost.
Type Three AudioNARRATOR
Capabilities research expands the safety-usefulness Pareto frontier two by Alex Mallett, published on October second, twenty twenty-six.
Type Three AudioNARRATOR
It's tempting to define safety research as research that enables developers to deploy an AI system more safely without making the deployment much more expensive or much less useful.
Type Three AudioNARRATOR
You can visualize this definition of safety research as pushing out the safety-usefulness Pareto frontier.
Type Three AudioNARRATOR
At any given level of usefulness, there's greater safety available.
Type Three AudioNARRATOR
There's an image here.
Type Three AudioNARRATOR
Awkwardly, this definition counts basically all capabilities research as safety research.
Type Three AudioNARRATOR
For example, consider performance optimization for inference.
Type Three AudioNARRATOR
By making inference more efficient, you can use weaker, safer models more extensively than you would otherwise be able to, pushing out the Pareto frontier.
Type 3 AudioNARRATOR
Capabilities Research Expands the Safety Usefulness Pareto Frontier 2 by Alex Malen Published on October 2, 2026 Subtitle A model of when and why research improves or hurts safety It's tempting to define safety research as research that enables developers to deploy an AI system more safely without making the deployment much more expensive or much less useful.
Type 3 AudioNARRATOR
You can visualize this definition of safety research as pushing out the safety usefulness Pareto frontier.
Type 3 AudioNARRATOR
At any given level of usefulness, there's greater safety available.
Type 3 AudioNARRATOR
There's an image here.
Type 3 AudioNARRATOR
Awkwardly, this definition counts basically all capabilities research as safety research.
Type 3 AudioNARRATOR
For example, consider performance optimization for inference.
Type 3 AudioNARRATOR
By making inference more efficient you can use weaker, safer models more extensively than you would otherwise be able to, pushing out the Pareto frontier.
Type 3 AudioNARRATOR
Likewise, any successful research whatsoever pushes out this Pareto frontier because research can only ever create more options.