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Linus Torvalds's first LLM-assisted patch series

Original article
lwn.net|52 points|12 comments|by janvdberg|Oct 14, 2026

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Linus Torvalds Debuts LLM-Aided Patch Set

Following the recent Maintainers Summit, Linus Torvalds disclosed that he utilized a large language model (LLM) to tackle a persistent technical hurdle. He has since released the resulting patch series for community evaluation.

"Linus Torvalds said that he had been using a large language model to work on a patch series addressing a longstanding problem."

Technical Overview

The submission consists of a concise set of ten patches designed to optimize folio lookup. The core innovation involves identifying "hot" folios and implementing a specific mechanism: delay releasing this folio until after a RCU period.

While folio lookups have historically been performed under RCU, this new approach extends that protection to the actual data accesses.

Comparison of Access Methods

FeatureLegacy ApproachNew LLM-Assisted Approach
Folio LookupRCU-protectedRCU-protected
Data AccessRequires refcount takingRCU-protected (Fastpath)
Fault HandlingStandardOptimized for no page faults

Logic Flow

Performance and Current Status

By eliminating the need for refcount operations during the fastpath—provided the user copy does not trigger page faults—the efficiency gains are significant. In benchmarks focusing on read() operations, the performance increase is expressed as:

Performance Improvement≈10×\text{Performance Improvement} \approx 10\timesPerformance Improvement≈10×

However, the implementation is not yet perfect. The review process has already uncovered a race condition within the code.

Current Project Status:

  • Draft patch series using LLM
  • Post for public review
  • Fix identified race condition

Conceptual Implementation

/* Simplified representation of the logic */
if (is_folio_hot(folio)) {
    // Ensure folio persists through the RCU grace period
    mark_for_rcu_delay(folio); 
    
    // Perform data access without atomic refcount overhead
    rcu_read_lock();
    access_folio_data(folio);
    rcu_read_unlock();
}

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