Pearl Research Labs (@prlnet) / X

Pearl Research Labs

13 posts

Pearl Research Labs

@prlnet

¶ Pearl is a mathematical breakthrough that redefines the unit economics of AI. Bootstrap the 2-for-1 Pearl Kernel here: compute.pearlresearch.ai.

Joined March 2026

Pearl Research Labs
@prlnet
Jun 8
A common critique on Proof-of-Useful-Work is that the zero marginal cost of mining drives the network’s security budget and price to zero. A paper just released by Rafael Pass, a renowned cryptographer at @Cornell /@TechnionLive and research scientist at Pearl Research Labs
arxiv.org
The Economics of Proof-of-Useful-Work
Proof-of-work (PoW) blockchains rely on computational expenditure to secure a ledger supporting a native cryptocurrency. In existing systems such as Bitcoin, this expenditure is intentionally...
17K
Pearl Research Labs reposted
Omri Weinstein
@WeinsteinOmri
May 23
Will Fast Matrix Multiplication ever be practical? Strassen’s 1986 discovery of fast matrix multiplication (FMM) – asserting that the product of two 𝑛×𝑛 matrices can be computed in sub-cubic time 𝑛^𝜔 ∼ 𝑛²·⁸⁷ ≪ 𝑛³ – had a profound impact on theoretical computer science
53K
Pearl Research Labs
@prlnet
May 15
Inference is becoming the largest compute market and energy consumer in AI. Pearl turns inference CapEx of hyperscalers into a profit center: every LLM token produced by GPUs can simultaneously generate ¶PRL in parallel. That means users get 2-for-1 economics: useful inference
Together AI
@togethercompute
May 15
Introducing Gemma-4-31B-it-Pearl on Together AI, Pearl Research Labs’ instruction-tuned checkpoint of Gemma 4 31B powered by @prlnet Proof of Useful Work protocol. AI natives can now use this Pearl model as a serverless inference endpoint on Together AI, at a 25%+ discounted
112K
Pearl Research Labs
@prlnet
May 15
"The real limit to AI is not energy, it is actually cash"
00:00
33K
Pearl Research Labs
@prlnet
May 9
Turning intelligence into currency.
00:00
48K
Pearl Research Labs
@prlnet
May 3
Demand for Pearl is skyrocketing. @prlnet We’ve opened up a compute platform for the people — first come, first served, with limited supply. We’re working hard to expand capacity. Subscribe for updates: compute.pearlresearch.ai
47K
Pearl Research Labs
@prlnet
May 1
👀
TBPN
@tbpn
Apr 30
Privy CEO @sternhenri sees three big trends in stablecoins and the blockchain growing in the future: "First, we're going to see a rise of non-dollar stablecoins as more people embrace them." "Second, I've heard of a few projects that are trying to have an inflation stablecoin.
00:00
35K
Pearl Research Labs
@prlnet
Apr 29
2-for-1 Inference on Gemma4 is now available on Pearl!
pearl-ai/Gemma-4-31B-it-pearl · Hugging Face
From huggingface.co
19K
Pearl Research Labs
@prlnet
Apr 28
Every era has a resource so fundamental it becomes money. Bitcoin turns energy into currency. Trustless, global and censorship-resistant. AI is doing something even more powerful: it turns energy into intelligence. Deployable anywhere and useful for almost everything. But
Pearl Whitepaper
From pearlresearch.ai
67K
Pearl Research Labs
@prlnet
Mar 17
It is becoming increasingly clear that the future economy will be denominated in compute cycles more than in human labor. In a world where AI drives the majority of electricity consumption and GDP, compute is the natural collateral for money: an open, auditable, AI-native
Pearl Polymath Project
From pearlpolymath.com
24K