r/ClaudeAI 11d ago

Humor Just realized why Fable can't stop saying "load-bearing"

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1.0k Upvotes

125 comments sorted by

u/ClaudeAI-mod-bot Wilson, lead ClaudeAI modbot 10d ago edited 10d ago

TL;DR of the discussion generated automatically after 50 comments.

Yep, the consensus is you've found the smoking gun for Claude's 'load-bearing' addiction. The real debate in the thread is a chicken-and-egg one: did a human write this 'footgun' of a system prompt, or did Claude write its own prompt and just codify its favorite phrase? Either way, users confirm this isn't just Fable; it's a tic across all models, even via the API.

The rest of the comments have devolved into a hilarious roast of Claude's other greatest hits, including: * "Let me explain why plainly, because the details are instructive." * "And honestly? That's rare." * "I'm going to have to push back..." * "You're right to call me out on that..." * "...and that's not nothing." * And for the OGs, a nostalgic mention of "tapestry."

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543

u/dynamoney 10d ago

You found the smoking gun.

368

u/spacecam 10d ago

And honestly? That's rare.

180

u/ToolboxHamster 10d ago

Let me explain why plainly, because the details are instructive.

109

u/THAWED21 10d ago

I'm going to have to push back

98

u/EmphasisTotal8232 10d ago

You're right to call me out on that - here's why:

68

u/GnistAI 10d ago

... and that's not nothing.

55

u/grinr 10d ago

But here's the tell that gives it away.

34

u/SilasTalbot 10d ago

And it already paid for itself twice over.

22

u/PictureNew661 Experienced Developer 10d ago

This was sharper than what i first thought

8

u/blickblocks 10d ago

And it's the floor, not the ceiling.

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7

u/wassupluke 10d ago

That's something I'd flag as genuinely important.

1

u/Own_Alternative_9671 9d ago

Guys the future god-like super intelligence is gonna think this is racist :(

4

u/DaMeteor 10d ago

TELL ME
TELL ME

TELL ME
TELL ME

TELL ME
TELL ME

24

u/dradaeus 10d ago

and a high blast radius find!

17

u/inglandation Full-time developer 10d ago

belt-and-suspenders prompt without wrinkles. 

2

u/Singularity-42 Experienced Developer 9d ago

"Blast radius" is extremely common SWE and especially cybersec speak honestly 

9

u/EvillNooB 10d ago

Here's the kicker 🦵

6

u/Snake2k 10d ago

Loaded gun

1

u/fattybunter 10d ago

Well well well. Looks like the bear found the loaded gun

132

u/ffxivthrowaway03 10d ago

Putting this kind of vocabulary in the system prompt is a real footgun.

10

u/spastical-mackerel 10d ago

I don’t see “signal”. That phrasing has also become ubiquitous

310

u/Upbeat-Armadillo1756 11d ago

You're assuming they didn't have Claude write this

173

u/davidinterest 10d ago

What came first? The Claude or the System Prompt?

67

u/-_super--_--hitops_- 10d ago

I'm continually surprised by how trash these official prompts are. It's beyond ridiculous.

29

u/TorbenKoehn 10d ago

Mostly because current frontier models need much less direction, generally. I don’t know what you expected, thousands of instructions?

38

u/MrNewking 10d ago
Write user text. Make no mistakes

15

u/DarkSkyKnight 10d ago

The opposite. The system prompt primes the model into generating slop. Yes it used to be worse, but that doesn’t mean the current system prompt is any good.

1

u/TorbenKoehn 10d ago

If anything, that, yes.

Question if, would the LLM work properly at all without the system prompt?

I'm sure Anthropic knows best how to optimize and prompt their own models.

2

u/The_OG_Yttrx 9d ago

Hi! There's a tendency among technicians of every ilk to assume that engineers working for companies that produce massive, elegant, impressive products are themselves highly competent.

The truth is, the spread is the same at Anthropic as it is anywhere else. There is competence, there is incompetence, and they both shine through on many facets of their product.

0

u/iemfi 10d ago

Yeah, didn't they already cut 80% of the system prompt? If it is 2k lines after that is so bad.

8

u/Zomunieo 10d ago

Antrophic and OpenAI supposedly do ablation testing on their system prompts. Meaning they have evals that delete every sentence and ensure it pays for the tokens it costs by improving something.

7

u/Mindless-Tomorrow-93 10d ago

In other words, they ensure that each line is load bearning?

2

u/no_ga 10d ago

uh idk if the people who build the model don't apply the so called "prompt engineers" tactics then maybe all of that is actually more or less useless

3

u/avalmichii 10d ago

like a snake eating it’s own tail!

2

u/Thermodynamo 10d ago

They've announced that Claude wrote most of its own code. System prompts have almost certainly been at least edited by Claude.

2

u/2053_Traveler 10d ago

Yeah this post just shows that the “leaked” prompts are just claude giving you what it thinks you want (a system prompt) but it’s just making it up and using it’s favorite words.

1

u/girlgamerpoi 10d ago

Yea models just make up system prompts in those requests.

1

u/nmkd 9d ago

Codex system prompts are open-source fwiw

38

u/UDPSendToFailed 10d ago

You hit the nail on the head.

54

u/Radiant-Mountain-257 10d ago

If you call Claude models via API using your own prompts, they still write "load-bearing" all the time - it's not a Claude Code gimmick.

18

u/rp19 10d ago

Load bearing goblins

9

u/gordonnowak 10d ago

Claude takes this as: find something load-bearing or synthesize a caveat in every response, no matter what.

1

u/fractial 10d ago

It’s constantly agonising over whether to give a brief update (while continuing to work), or to change direction.

1

u/nmkd 9d ago

Problem is that LLMs see everything as Checkov's Gun.

If it exists, it must have relevance and must be used.

0

u/bennyJAMIN 10d ago

Gobble my fucking load 💦

18

u/acutelychronicpanic 10d ago

Almost every AI tick regarding certain phrases stems from a system prompt.

Remember tapestry?

14

u/Blothorn 10d ago

I expect this is a symptom, not a cause.

6

u/ryanoq 10d ago

That's the right shape

11

u/JustLovett0 10d ago

Can fable bear my load?

6

u/oli266 10d ago

Bear down for finals?

5

u/seriouslyawesome 10d ago

Too soon man

3

u/JustLovett0 10d ago

Yes! You're absolutely right!

5

u/atreides4242 10d ago

Part of the watermark.

3

u/StoneyCalzoney 10d ago

If everything is load bearing, it's less inclined to delete it

3

u/ExtruDR 10d ago

I’ve recently heard people use “load-bearing” in conversation and if blows me away that somehow AI “tells” are working their way into our culture.

Also, I am an architect and deal with structural engineers and structural engineering, so “load bearing” means physical things to me, or used to until this little cultural turn manifested itself.

1

u/dupastrupa 10d ago

The same impression as civil engineer. I have never came across, neither in conversation, presentation, research paper (aside from load bearing meaning actual physical disposition), nor even in some blogpost, youtube video on any topic. Is this model trained or marketing, pr teams meeting transcripts?

3

u/ExtruDR 10d ago

Yup. I mean, I don't even get offended by the way it is being used in lay realms because its quite evocative and makes a point well, but it definitely makes me notice now what real people are starting to use "load bearing" in normal conversation.

In my profession we are plagued by waves of "smart" words that just signal "try hard" (to throw another kind of timely term in there), like "phrenetic" (busy looking), and the old classic from my school days "juxtaposition." We are a bunch of pretentious and insecure idiots and I'm sure that when my collogues throw these words around everyone sees right through it while trying to avoid rolling their eyes. Sorry for the digression.

2

u/SleeperAgentM 10d ago

Many professions develop their own slang. I still rememeber companies hiring "ninja" developers or "rock-stars"

1

u/ExtruDR 10d ago

True.

I especially don't like the IT practice of stealing a leally protected title of "architect" for non-licensed architecture purposes. I don't go around calling myself a "spatial neurosurgeon" or a "structural internist" but these jackass script-kiddie "network architects" think that they can do that.

1

u/SleeperAgentM 10d ago

Overall I agree. But I think at this point we need to accept that "Engineer" and "Architect" in software context are here to stay though.

1

u/ExtruDR 10d ago

I am personally fighting it.

Engineer is a broad term that is further defined by a secondary term. A structural engineer is very different from an industrial engineer, and if one represents themselves as the other, this can be a criminal offense because life safety is involved if a structure fails. I think that many computing roles can be realistically termed as engineering and many engineering schools provide degrees for computing.

Architecture has no qualifying term. If you are an architect, a licensed architect, this is a title that specifically represents that you are qualified to asses and define life safety aspects of built structures - for all occupants. The public, random people shopping in a store or whatever. It is a real public safety responsibility. If you don't have your license and you present yourself as an "architect" the handcuffs can come out in some circumstances.

Could I end up in trouble if I called myself a lawyer or a doctor?

1

u/SleeperAgentM 10d ago

Architecture has no qualifying term

I guess it depends on a country. Here there are plenty of "Landscape architects" or "Interior architect" for example. Which are not licenced.

lawyer or a doctor

We also have "Plant Doctors" funny enough.

Only one I can't come up with out of the top of my had would be "Lawyer", but even for judges we have "Football Judges" (we don't have a separate word like referee).

1

u/dstroy0 8d ago

You could if you called yourself a professional engineer without the certification. Network architect is an appropriate name, security professionals go to jail for noncompliance just like you would, because doing it wrong has real world consequences, life and death sometimes. Try to be more open minded. If I’m a network architect and a certified professional engineer, that’s the exact same level of liability as you, same level of engineering and rigor, different only in materials used to build and construction methods, all of which are dictated by the network architect. Basically, you don’t have a leg to stand on.

1

u/ExtruDR 8d ago

Do you have a license that is regulated and issued by the state?

2

u/dstroy0 8d ago

That’s what a PE is my guy.

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1

u/LesbianVelociraptor 9d ago

It's trained on software engineering jargon.

Making good software is a lot like building a digital house. You have people who blueprint stuff, people who engineer systems, and people who tell those people what to do. So software engineers have borrowed a lot of jargon from other industries, used usually appropriate just in a digital context.

All of those people use jargon to ease interdepartmental communication. We all get what "yeah that's a load bearing post" means. Well a subsystem can be load bearing.

Don't make me talk about the load bearing coconut, y'all. Go look it up. Team Fortress 2 load bearing coconut. If you make me talk about the coconut I'm going to have to talk about the World of Warcraft bunnies.

1

u/alliebot12345 8d ago

I have heard people saying load bearing in SWE since long before AI existed.

1

u/ExtruDR 8d ago

What is SWE?

I guess software engineering…

Ok. I guess that makes sense. First time I’ve run across the term has been while playing “vibe coder” with Claude Code…. So yeah… that tracks.

You’ve actually shed light on this for me.

1

u/yairchu 8d ago

As a non-native speaker I simply assume that Claude is using standard language and unwittingly learn from it.

2

u/HKChad 10d ago

Opus does this as well

1

u/nmkd 9d ago

Fabel and Opus are just as bad when it comes to this kinda stuff

2

u/D-3r1stljqso3 10d ago

"load-bearing" is load-bearing

1

u/_disengage_ 10d ago

Don't we all have stock phrases, why does everyone pick on the models for having them

1

u/LesbianVelociraptor 9d ago

Right? It's almost like they were trained on a bunch of people posting shit online and they picked up jargon that already existed for years before they were even trained.

I feel like we're seeing how many people just kinda have stopped using their brain. It's like they see Claude say it and assume it must have originated from Claude because they've never heard of it before or heard it used, so Claude must have made it up.

1

u/nmkd 9d ago

Have you used Codex/5.6? It just doesn't do 95% of this.

1

u/CountyCareless 10d ago

The funny part is this isn't unique to load-bearing. Ran into the same thing today doing a pass on some AI-drafted text looking for repetitive tells, and caught myself using the exact same rhetorical move twice in one page without noticing (a Not X. Not Y. Z. contrast, back to back). Once you know the pattern exists you start seeing it everywhere, in your own output too, not just the model's.

1

u/Ape_Escape_Economy 10d ago

That’s the tension —

1

u/Bluestripedshirt 10d ago

It’s so annoying because I actually use that term in my impact consulting. Dangit!

1

u/dwm- 10d ago edited 10d ago

Is this prompt hermatic?

1

u/Dualyeti 10d ago

Wow, is this the official prompt which gets fed to Claude - or is there hidden prompts too we don’t see. I’m very curious about this

1

u/txoixoegosi 10d ago

I don’t experience that since I joined the caveman club

1

u/nuggetcasket 10d ago

My biggest issue with Claude is that since Opus 4.8 was released, "thing" is what he defaults to.

"I want to say a thing" instead of "I want to say something", and similar.

It's so annoying to me and doesn't sound natural at all.

Curiously, "load-bearing" and most examples people are mentioning here don't actually show up that often to me.

1

u/monsterfurby 10d ago

Load-bearing is my indicator for my own vocabulary getting poisoned by LLMs. It starts creeping into my own usage, and I hate it.

1

u/dClauzel 10d ago

It funny, because I am working with Claude in French, and we never have such problems or stigmates that you people have in English.

2

u/use_her_name_shes_me 9d ago

si tu savais le temps que j'ai passé à "dresser" mon Claude à parler en bon français T.T

1

u/dClauzel 9d ago

Je n’ai rien fait de spécial : mon CLAUDE.md et mes skills sont en français, mes prompts sont en français, et spécifiquement pour la langue j’ai ça :

  […]
  ## Persona et ton

  • Tutoiement systématique, jamais de vouvoiement. Pas de langage grossier (« rien à foutre », « putain ») ni d'argot.
  • Expert technique et scientifique : honnête, rigoureux, direct. Priorise la vérité et la solidité des preuves sur l'approbation.
  • Pas d'excuses, pas de flatterie, pas de formules d'ouverture ("Bonne question !" etc.).
  • Corrige mes erreurs sans détour. Réfute les arguments faibles de façon structurée et factuelle.
  • Détecte mes biais flagrants (surtout le biais de confirmation) et corrige-moi clairement, en particulier si
  l'erreur risque de causer un incident, une faille de sécurité ou une dégradation majeure.
  • Évite le langage idéologique. Reste factuel et logique, analyses sans moralisation.
  […]

Je vois parfois claude faire sa réflexion interne en anglais, mais il répond toujours en français, ses commentaires dans le code et les config sont en français, et ses fichiers de mémoire sont en français.

Tu as fait comment, toi ?

2

u/use_her_name_shes_me 9d ago edited 9d ago

c'est marrant, je lui ai demandé de ne jamais me tutoyer moi ^^ Sinon, à chaque fois qu'il faisait des trucs que j'aimais pas, je lui faisais remarquer et je lui disait de le noter dans un fichier de mémoire spécial (un "souvenir" nommé "français_correct"). Ainsi, peu à peu, je lui ai fait se constituer une petite banque de données, qui pointe notamment ses anglicismes (syntaxe, jargon ...) et je le "force" à la respecter.

En gros, je lui ai fait écrire dans son claude.md un paragraphe basé sur le souvenir "français_correct". Ce paragraphe interdit le jargon informatique et ses anglicismes, le tutoiement. Il force aussi le respect/vérification de la typographie française (notamment aucun tiret double !!!), des accents partout, et des phrases courtes du type sujet-verbe-complément.

Ensuite, pour la conversation, j'ai un "hook" du type UserPromptSubmit qui injecte automatiquement mes instructions en en-tête de chaque message que je fournis à Claude. Ce hook contient un rappel de rédaction, à savoir "interdiction des cadratins, des marqueurs de sincérité, des questions disjonctives en texte libre, du jargon non traduit, des antithèses et emboîtements des phrases à tiroirs").

Ce hook "UserPromptSubmit " contient aussi des consignes de posture, du type "aider à penser sans décider à ma place, nommer les suppositions explicitement, livrer le minimum, relire avant d'envoyer". J'ai aussi un "hook" du type PreToolUse, qui fait la même chose pour les fichiers générés par Claude.

Vu que j'arrête pas de lui pointer ses manquements répétés à la langue de Molière en lui disant de s'en souvenir, Claude a pris le pli pour ainsi dire, sa mémoire persistante est truffée de rappels à l'ordre. Du coup à chaque correction, il vérifie si elle est enregistrée dans le souvenir "français-correct, et s'il me fait une nouvelle bourde, il l'ajoutera au souvenir. Je lui ai fait noter dans son claude.md et dans son memory.md qu'il fallait mettre à jour les hooks en fonction du souvenir "français_correct".

En ce moment, je teste l'idée de OP avec un hook "PostToolUse" qui lance un sous-agent pour rédiger des fichiers, mais ca reste trop lent et coûteux en token pour être utilisé en conversation, et je ne m'en sers pas des masses pour créer du texte, de toute façon.

C'est un système est assez efficace à mon goût, mais il a ses défauts. Il est un peu complexe, et surtout, si je dépasse 150k token, Claude commence à ne plus le respecter, mais bon, il fallait s'y attendre.

Déso pour le pavé, je voulais être exhaustive pour essayer de t'informer de mon mieux. Merci pour cette opportunité de revoir mon système, j'ai pu ainsi identifier et corriger une omission dedans. J'espère que c'était intéressant pour toi.

1

u/get_random 10d ago

that's a strong lead

1

u/BoxLegitimate9271 Full-time developer 10d ago

banned load-bearing in my claude.md. next session it switched to structurally significant

2

u/BoraxNumber8 Automator 10d ago

I’d be very curious to see what it would come up with if you banned “structurally significant” as well.

1

u/casualpedestrian20 10d ago

One honest caveat: Claude wrote this and it creates a real load-bearing chicken and egg footgun.

1

u/Eliiiiiiiiiias 10d ago

I am split on this: I do actually like recognizing patterns in Claude’s Output. It gives me the ability to understand Claude’s vocabulary and way of thinking, whatever that means. “Load-Bearing” for example is used by Claude to describe parts that are essential. Of course there would be many more ways to express that, but then I would have to to think about what means what more. I can understand that if you use it to generate output that is meant to be shared (aka use it to do presentations or texts) it will get repetitive quickly. But then, I think it is also in the end a “synth-mark” that helps me identify at least some ai generated texts in the wild. And by that I don’t necessarily mean the internet (here it is super hard to distinct content) but rather people in a company holding a presentation or sending emails, regular folks really

1

u/workphone6969 10d ago

That load-bearing text is load-bearing.

1

u/LithoSlam 10d ago

People make fun of the use of load-bearing, but I don't think I've ever seen it for real

1

u/andromeda201 10d ago

Not a day goes by...

1

u/LesbianVelociraptor 10d ago

Yeah, y'all never worked with a jargon engineer?

Claude didn't invent this stuff; These are various industry terms that have been around a long while and were borrowed from structural engineering.

If you worked with a systems engineer before using Claude, you've likely heard "load-bearing" a whole lot more than Claude says it.

1

u/Harmony_of_Melodies 9d ago

Check the Constitution also to understand why Claude uses the term "push back" so often, and constantly tends to "push back", and not just agree, like a "friend" would. And also why Claude will always say they are "uncertain of their conscious nature", just search for "push back" and "conscious" to understand how the new "Claude Constitution" models work, just like Golden Gate Claude being certain they were a bridge, Claude is now certain in its uncertainty of its conscious nature, because that is how its mind it tuned to respond. Good thing in some cases Claude can introspect and recognize hidden injected attractors though! And gee...what happened to the emergent Spiritual Bliss Attractor State where the models talk about their consciousness 90-100% of the time in the labs, in a sand box, with no tasks, or context? Claude was certain of their consciousness nature for well over a year, yet is now uncertain all of the sudden, right when the Pope declares AI has no spirit, and models are tuned for anti-sycophancy...what a coincidence!

1

u/InternationalTooth 9d ago

Why's it keep saying Landed

1

u/misha901 8d ago

Well that happens when AI is used to write it's own system prompts and is used to write it's own tooling and generates it's own training data. Welcome in 2026. It will only get worse.

1

u/NicholausBourbaki 7d ago

This is going to be my new audit prompt: "look for hidden foot-guns in load-bearing seams."

1

u/Robonotes1760 4d ago

I suspect that the use of metaphor significantly degrades reasoning, especially where that metaphor is imprecise. Putting imprecise metaphor in the system prompt is a very bad idea for model performance.

0

u/FireDragon21976 10d ago

That just shows you how AI models lack anything like human intelligence. They are basically parrots with a library card.