# Linux Kernel Developers Plan To Remove "Assisted-By" Tag Requirement For AI/LLM Usage

> **Key Architectural Takeaway:** Currently there is a policy requirement for Linux kernel patches where AI tools contributed, they should be documented with an "Assisted-by:" tag to make clear AI was used in the creation of said patch.

**Published:** 2026-10-13T13:28:54+00:00 
**Source:** Phoronix Benchmarks & Drivers 
**Category:** kernel-os 
**Canonical URL:** https://fosswire.org/news/linux-kernel-developers-plan-to-remove-assisted-by-tag-requi.html 

## Executive Summary
Currently there is a policy requirement for Linux kernel patches where AI tools contributed, they should be documented with an "Assisted-by:" tag to make clear AI was used in the creation of said patch. But Linux kernel developers are now looking at dropping this requirement amid the rampant use of AI/LLMs...

## Architectural & Systems Analysis
From an artificial intelligence architecture, model weights governance, and inference efficiency perspective:

- **Weights Accessibility & Sovereignty:** Evaluates whether weights are open for private self-hosting or locked behind centralized cloud APIs.
- **Quantization & Edge Performance:** Kernel optimizations (4-bit/8-bit GGUF, AWQ, EXL2) allow high tokens-per-second on consumer GPUs and Apple Silicon.
- **Reasoning & Architectural Scaling:** Scrutinizes mixture-of-experts (MoE), attention mechanisms, and fine-tuning datasets against open community benchmarks.

## Impact on the Open Ecosystem
Protects developers and enterprises from proprietary black-box entrapment, fostering auditable, sovereign AI infrastructure.