Source · Tier C · Blog / articleSource · Proof of Useful Work from the Ground Up
Proof of Useful Work from the Ground Up
Pearl Research Labs. 2026. Pearl Research Labs.
| Original | https://pearlresearch.ai/research/blog/proof-of-useful-work |
|---|---|
| Accessed | 2026-09-25 |
| Authored or published by | Pearl Research Labs |
| Note | Pearl reports end-to-end serving overhead for its integer proof-of-useful-work kernel against stock serving engines: 5.08% for Llama 70B at DP=4 on four H200 GPUs and 3.9% for DeepSeek V3.2 at DP=8 plus expert parallelism on eight H200 GPUs. The page gives no publication date; year follows its copyright notice. Developer report only. |