[cubefox]

This sounds a bit like H-Net [1] or Byte Latent Transformer [2].

1: https://arxiv.org/abs/2507.07955

2: https://arxiv.org/abs/2412.09871

[diyer22]

It does seem that way — we’re both trying to overcome the limitations imposed by LLM tokenization to achieve a truly end-to-end model.

And, their work is far more polished; I’ve only put together a quick GPT+DDN proof-of-concept.

Thank you for sharing.

[lukan]

I vouched for this comment. Your account seems to be shadow banned, but your last comments look fine to me, so you maybe want to email dang to revoke that status ..

[cubefox]

Thanks. I sent an email.