While I personally believe that myopia is more likely than not to arrive by default under the specified training procedure, there is no gradient pushing towards it, and as noted in the post currently no way to guarantee or test for it.
I’ve been working on some ways to test for myopia and non-myopia (see Steering Behaviour: Testing for (Non-)Myopia in Language Models). But the main experiment is still in progress, and it only applies for a specific definition of myopia which I think not everyone is bought into yet.
I’ve been working on some ways to test for myopia and non-myopia (see Steering Behaviour: Testing for (Non-)Myopia in Language Models). But the main experiment is still in progress, and it only applies for a specific definition of myopia which I think not everyone is bought into yet.