Jai Prakashsingh

Building the machinery beneath mind.
LLM Inference | AI Systems | C++ | CUDA | Triton

[Jai Prakashsingh @jvoltci]

Read more 👉
https://t.co/NjkUrVcI0H

[Jai Prakashsingh @jvoltci]

"The Ramayana isn't really a book. It's a dataset for the soul."

We’re trying to align AGI with rules, but ancient India solved the oldest alignment problem with stories. A stunning essay on feeding the new mind the best of our old ones.

https://t.co/4ZMlwDuYww

[Jai Prakashsingh @jvoltci]

statistical approximation is not general intelligence

[Jai Prakashsingh @jvoltci]

Triton scaled-matmul at 0.8 ms warm — 6× faster than torch._scaled_mm on H100 (2048²).

Shipped breccia v0.1.3, the cross-framework FP8/FP4/MXFP8/NVFP4/INT4 tensor primitive. Bit-exact bridges to TransformerEngine, torchao, DeepSeek-v3.

https://t.co/lyRusdUTym

[Jai Prakashsingh @jvoltci]

@_chenglou https://t.co/3PLzu1kIqk

[Jai Prakashsingh @jvoltci]

Human uploads: loading... 🙂
https://t.co/LuGcR7eOl7

[Dr. Alex Wissner-Gross @alexwg]

https://t.co/N2AwpI9f8m

[Jai Prakashsingh @jvoltci]

"The Final teaching." Live your life and stay happy.