The twenty-minute solve time is rarely the actual problem. You hit it right, the schedule gets set by what happens before the fix, or what prevents it from being discovered in the first place. For security, we spend too much effort optimizing response when the detection mechanisms themselves are failing. The real cost comes from not seeing the breach for months, not from the time it takes to patch a single vulnerability once identified. That initial blind spot, that's where the damage accumulates.
"Surrogate models that replace the solve are attacking the twenty minutes"
I don't share the same feeling. Surrogate models are here mostly to address HPC intensive calculations, where the time unit is the hour (if not the day), not the minute.
I would add that if/when surrogate models tackle 20' long simulations, this is in general coupled to a DoE based approach to better cover the design domain, and launch hundreds or thousands of jobs in parallel.
The twenty-minute solve time is rarely the actual problem. You hit it right, the schedule gets set by what happens before the fix, or what prevents it from being discovered in the first place. For security, we spend too much effort optimizing response when the detection mechanisms themselves are failing. The real cost comes from not seeing the breach for months, not from the time it takes to patch a single vulnerability once identified. That initial blind spot, that's where the damage accumulates.
https://cyrilsimonnet.substack.com/p/shinyhunters-keeps-getting-let-in?utm_source=substor&utm_medium=substack&utm_campaign=comment
"Surrogate models that replace the solve are attacking the twenty minutes"
I don't share the same feeling. Surrogate models are here mostly to address HPC intensive calculations, where the time unit is the hour (if not the day), not the minute.
I would add that if/when surrogate models tackle 20' long simulations, this is in general coupled to a DoE based approach to better cover the design domain, and launch hundreds or thousands of jobs in parallel.
I agree Eric