Pearl Research Labs
@prlnet

¶ Pearl is a mathematical breakthrough that redefines the unit economics of AI.

 Based in West Asia
pearlresearch.ai/
Joined March 2026
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Article

Agentically Writing a Fused Blockwise Hadamard Quantization Kernel in CuTe DSL

Quantization has become one of the most widely used optimizations in LLM inference, reducing both memory and computational costs, making it possible to run large models that wouldn’t fit in memory

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400× Faster Hashing on GPUs: Rewriting BLAKE3 for Single-Input Parallelism

When we think of standard GPU operations - matrix multiplications, attention, physical simulations - hashing is usually not the first thing that comes to mind. Hashing algorithms involve complex

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