alt Hacker News> sorry for rambling.
You're right to ramble. I also believe that the world need a high level language fitting for accelerators that is not Python.
However developing something like that is by all means not a trivial task and many failed there.
Replies
pjmlp • today at 10:16 AM
Lisp, see Connection Machine and Star Lisp.
Several decades of their time.
Best of all, it is actually compiled without JIT drama.
This is the reasoning behind the guys that have created a whole new Common Lisp frontend to LLVM for biochemistry research at MIT.
➕ show 1 reply
Though, Modular should have been the team to do it. My theory is that they raised too much money too soon. With that kind of money, you get anxious investors waiting to see some magic on quarterly timelines. So Modular was forced to be compatible with Python as there's no other way to win quick developer mindshare. (Though I don't think they managed to do that either).
A closest counter path I would have expected Modular to follow was Zig or Oxide computers (I know not apples to apples comparision). Start actually attacking the problem with hindsight and lessons of 30 years of Python, build something fresh, and try to patiently win the market.
Rust is not going to win this market. The language has too much syntax friction to win over data science/AI folks and doesn't offer too much in parallel programming world. Julia, although beautiful attempt, couldn't gather enough support outside academia.
In fact, if Nvidia cuTile, Triton, Jax keep delivering, Python seems unmatched at the moment. It is likely to be in the similar position that C/C++ have been in embedded and firmware world.