As mentioned, you can only enter and leave Israel on an Israeli passport, just as you can only exit and enter the US with an American passport.

How good are they these days? They picked up my name on my American born sons student visa application, and made him get an Israeli passport.

As was mentioned, they will let you in, they will not let you out. This is accurate.