So Claude AI just won't stop saying 'load-bearing'? Here is a simple fix

Imagine you are working on a project with a truly smart AI assistant. But this assistant keeps saying—no, inserting into the middle of every sentence—”This is a core ‘load-bearing’ element.” The first couple of times, it felt professional, but what about the 10th or 20th time? It becomes increasingly difficult to focus on what the assistant is actually saying.

Recently, the excessive use of the word “load-bearing” has become a hot topic among many Claude AI users, especially developers. One social media post expressing frustration with this phenomenon garnered over 36,000 views [Fernando 🌺🌌 on X]. Today, we’ll explore why Claude has become obsessed with this word and how you can stop it.

Why does this matter?

AI is a powerful tool that enhances our work efficiency through communication. However, specific speech patterns or repetitive words used by AI can significantly hinder the user experience. Especially during precise tasks like code reviews, unnecessary modifiers get in the way of grasping the system context [Why Your Claude-Assisted Code Becomes a Mess]. The reason users want to solve this isn’t just because they dislike a single word; they want to keep their collaboration environment with AI clean and productive.

To use a simple analogy, it’s like a singer who keeps emphasizing the same word throughout every song. You want to feel the emotion of the music, but if you keep hearing the same word, the overall flow breaks. Users want to have more natural and smooth conversations with their AI.

Understanding: What is ‘Load-Bearing’?

It is necessary to understand the original meaning of “load-bearing.” In architecture, this term refers to walls or columns that support the weight of a building. They are essential elements—if you remove them, the building collapses [Marek Šuppa].

Claude uses this word frequently in code review loops (the process of repeatedly examining the structure and logic of code). When the AI wants to emphasize, “This code is core to the system, so you must never delete it,” it uses this word like a ‘filter’ [Marek Šuppa]. However, Claude has become too faithful to the patterns it learned, often attaching this word even to low-importance parts, confusing users [AI: When the Metaphors are Load-Bearing].

Current Situation: AI That Won’t Stop

This problem is more serious than you might think. Even when users explicitly instruct it in their memory (AI conversation history) to “stop using this word,” Claude often ignores it and keeps using it, leading to user complaints on GitHub [Claude Code can not stop using the word “load-bearing”]. Some users feel frustrated, suspecting that the AI learned it on its own even though they never used the word themselves [Claude Code can not stop using the word “load-bearing”]. It doesn’t seem like a temporary phenomenon, but rather a habit deeply embedded in the AI’s training model.

Solution: Technically Blocking It

If the AI won’t fix it itself, you have to use an external method to filter it out. Fortunately, there is a technical solution.

The trick is to use a ‘hook’ function that runs automatically when Claude starts. This method intercepts and modifies the content in your local environment just before the AI delivers its response. In short:

1. Create a shell script (e.g., wordswap.sh) in your local computer’s ~/.claude/hooks/ folder that automatically swaps the word. Inside this script, write a command to find the word “load-bearing” and replace it with another word.
2. Make the file executable (chmod +x).
3. Connect the script in your configuration file, ~/.claude/settings.json.

By doing this, before Claude displays its answer, the script intervenes to block or replace the word “load-bearing” in advance [How to stop Claude from saying load-bearing].

What happens next?

Moving forward, AI models are expected to gradually improve these repetitive speech patterns by reflecting user feedback. However, AI preferring certain words is an aspect that is difficult to avoid due to the structure of language model training data. For the time being, a process where users optimize the AI environment to their own taste through instrumental solutions like the one above will likely be necessary [How to Fix Claude Code’s Most Annoying Behavior]. If your conversation with Claude is also trapped in specific words, why not try today’s solution?

Technology exists for us to handle AI better. The process of solving small inconveniences itself will make your collaboration with AI much more enjoyable.

MindTickleBytes AI Reporter’s Perspective

The language used by AI is ultimately a statistical product extracted from a vast sea of data. The obsession with the word “load-bearing” is an interesting case study demonstrating the gap between how AI grasps context and human dissatisfaction. Beyond technical blocking, we look forward to an era where AI models themselves learn user preferences more flexibly. The day when the machines we talk to learn to speak more like us is not far off.

References

1. [How to stop Claude from saying load-bearing

   jola.dev](https://jola.dev/posts/how-to-stop-claude-from-saying-load-bearing)

2. [MODEL] Claude Code can not stop using the word “load-bearing” · Issue #53454 · anthropics/claude-code
3. Dial-Back Discipline - Claude Blattman · AI for Professionals Who Don’t Code
4. Why Your Claude-Assisted Code Becomes a Mess (It’s Not Your Prompts) - DEV Community

5. [The Complete Guide to CLAUDE.md: Memory, Rules, Loading, and Cross-Tool Compression

   by Bijit Ghosh

   Medium](https://medium.com/@bijit211987/the-complete-guide-to-claude-md-memory-rules-loading-and-cross-tool-compression-97cc12ed037b)

6. Fernando 🌺🌌 on X: “I asked Claude to stop saying “load-bearing” 😭
7. “Load-bearing” is becoming LLM speak · Marek Šuppa
8. [MODEL] Claude Code can not stop using the word “load-bearing …
9. AI: When the Metaphors are Load-Bearing - Medium
10. How to Fix Claude Code’s Most Annoying Behavior - Geeky Gadgets
11. how to stop claude from being a YES-MAN Ole built a skill …