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It's not necessarily true that the baseband has unfettered access to the entire phone. Pixel devices for example use a special IOMMU to restrict what the baseband can access, forcing it to go through a specialized interface only. It still requires more work for a compromise of baseband to get control of Android.
First you need to exploit the baseband. Then, you need to exploit the kernel.
Now, that's a significant attack surface, but the point stands that many phones now have some compartmentalization because of this risk. This has been a concern for some time and newer designs are trying to mitigate it.
Here's a security evaluation of the pixel which shows that a compromise of the modem does not equate to an immediate compromise of the device. The modem must be restricted in what it can access of the application processor.
That's good news, but GrapheneOS does not support older Pixel phones because they are insecure and cannot be made secure, so apparently the baseband isn't the only problem.
Unfortunately, they're not specific about which firmware poses a security threat unless updated. I was under the impression that the baseband firmware is the problem, but I must have been mistaken.