All good points but my deeper point is not that complicated. It’s more realpolitik than anything. There are lots of ways to ‘science’ but many fewer ways to get your science funded.
If your work depends on a conceptual model or framework that can be simulated cheaply, no one will ever fund your real world experiments to validate that model/framework. Not until you run the sims.
There’s enough research on models that use simple rulesets that produce sometimes surprising behavior to show that our intuition about those systems is not reliable.
Any frazzled grant reviewer would rightly dismiss a request to commit to a grand wet lab program that hadn’t done this kind of model work.
So where I am coming from is that, yes, let’s say there is a 90% chance your intuition might be right about the behavior of a specific complex system. That’s still not good enough in our current funding environment. It’s just a practical necessity for most.
All good points but my deeper point is not that complicated. It’s more realpolitik than anything. There are lots of ways to ‘science’ but many fewer ways to get your science funded.
If your work depends on a conceptual model or framework that can be simulated cheaply, no one will ever fund your real world experiments to validate that model/framework. Not until you run the sims.
There’s enough research on models that use simple rulesets that produce sometimes surprising behavior to show that our intuition about those systems is not reliable.
Any frazzled grant reviewer would rightly dismiss a request to commit to a grand wet lab program that hadn’t done this kind of model work.
So where I am coming from is that, yes, let’s say there is a 90% chance your intuition might be right about the behavior of a specific complex system. That’s still not good enough in our current funding environment. It’s just a practical necessity for most.