Apparently MLX confirmed it - https://x.com/prince_canuma/status/2036611007523512397
They confirmed on the accuracy on NIAH but didn't reproduce the claimed 8x efficiency.
alt Hacker News
They confirmed on the accuracy on NIAH but didn't reproduce the claimed 8x efficiency.