Matt Green has a very readable critique of this proposal here:

https://blog.cryptographyengineering.com/2018/04/26/a-few-th...

Edit: My own take is that the proposed scheme is nothing particularly special, but the article's criticism of the crypto(graphy) and security community's approach to this problem is pretty well spot-on.