# Physics2Weight: Direct Neural Network Architecture and Weight Generation From Physical Laws Using Large Language Models

> **Platform:** [SPIDITS AI](https://spidits.com/) — Real-Time AI News & Market Intelligence  
> **Published:** 2026-11-11T05:00:00.000Z  
> **Category:** PRODUCT_LAUNCH  
> **Impact Score:** 90/100  
> **Primary Source:** [arXiv AI](https://arxiv.org/abs/2611.12954)  
> **Canonical Citation:** [https://spidits.com/timeline/physics2weight-direct-neural-network-architecture-and-weight-generation](https://spidits.com/timeline/physics2weight-direct-neural-network-architecture-and-weight-generation)

## Executive Summary
Recent advances in large language models (LLMs) have enabled weight-space programming (WSP), which directly generates neural network weights without.

## Referenced Coverage & Sources
- **[arXiv AI](https://arxiv.org/abs/2611.12954)**: Physics2Weight: Direct Neural Network Architecture and Weight Generation from Physical Laws Using Large Language Models — _Recent advances in large language models (LLMs) have enabled weight-space programming (WSP), which directly generates neural network weights without..._

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