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The sentence is near incomprehensible without knowledge of the Claudish robolect. (Here I made up a word. Hopefully its comprehensibility isn't gated too much on language nerdery.)
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I will add Claudish robolect into my language immediately, thank you.
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Hear ye, who speaks of the Pompatus of Claude…
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Claudish is a perfectly cromulent word.

Seriously though, it'd be nice if we started using a more shared and less vendor-specific jargon to refer to what these latest features are. We're getting into JVM vs. .NET Execution Engine distinctions and they just muddy the water on what goes on in the market.

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It's particularly load-bearing to a non-native English speaker such as me.

It looks a lot like English, but it doesn't have the same rhythm human English has. It's as if a human tried and failed to be concise.

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As a native English speaker, I get the same feeling whenever I read press releases and other announcements from executives.
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It's vague puffery that implies depth without nessesarily achieving it. It's a very effective bullshitting technique with most people, which is why we collectively were so impressed with it we sculpted a robot that does it.
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"reliability gates agentic analytics" is quite a garden path sentence, at least to the eyes of a non-native speaker.
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The more common english term is “held back” instead of gated.

And nvidia probably doesn’t want to say “probabilistic responses including hallucinations preclude reliable ai analytics”

As it is the sentence communicates very little. Things are unreliable for a lot of different reasons. Hardware? Software? Users? Intentional and required use of RNGs? Claude presumes the reader has all the same weights activated.

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I've used the word "Gate" in this context.

People are really seeing 'AI' in everything now. You can't tell.

Humans are now hallucinating what is, or is not, AI.

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Using gate as a verb is extremely rare in American English, though perhaps more common in British English. I would hazard a guess that very few people who aren't exposed to Claude on a regular basis would think that was anything other than gibberish.
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LOL

People are "gatekeeping" how we use the word "gate".

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So you're claiming a Claude-shaped readability gate? /s
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I've been screening some twitch streamers and noticed with some alarm that an unexpected number of seemingly healthy American streamers can't read, or very barely can.

The game I was using for this uses a standard memo pads mechanic to fill in the story and many were barely stumbling through it in their own native language.

So it's my impression that this is not entirely Claude's fault.

Conservatively, I'll blame it on "dyslexia".

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As a native speaker, I read this as "This controls enabling or disabling of all analytic features used by AI model loops"

Now there are times when I let the model keep its own docs in its own language, for its own future reference; but, it is not intended for human distribution due to its odd selection of words and phrases (aka slop).

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I think it's slightly different: Without reliability, agentic analytics is useless.

Or: Agentic analytics is gated on sufficient reliabilty.

Or reallllly short and hard to understand: Reliability gates agentic analytics.

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> Agents can retrieve documents and query databases, but reliability gates agentic analytics

this reads like an attempt at poetry

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I read this whole readme and I have no freaking clue what this does beyond "searchable knowledgebase". How about providing some use cases?
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Thank you! After reading the very first line I just had to check the HN comments:

> Agents can retrieve documents and query databases, but reliability gates agentic analytics: a revenue metric answered faster is worth nothing if the number is wrong.

Absolutely no human would ever write this kind of slop. I have no idea what this even means. Is this really the first thing you want users to read?

I wish people would take a fucking minute to at least figure out what their main selling point is and just write it, you know, like we used to.

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Agents can retrieve documents and query databases, but retrieval reliability limits the utility of agentic analytic abilities: a revenue metric answered faster is worth nothing if the number is wrong.

Just adding a few words takes it so far...

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i had exactly the same issue. That first sentence triggered the bad experience i had with claude opus 5.0 interactions and i just closed the page immediately.. All of the PRs that I have seen with "gates"... it really impacts me
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Opus 5.0 lingo left a lasting psychological damage on developers' psyches. And some good memes related to it.
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Is that first diagram also pure slop? I would have to understand more of what they're doing to confidently say it is, but it seems odd.

All the four nodes on the right side have either only incoming or only outgoing arrows.

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Typical marketing blocks in a power point. Not everything is AI slop, anymore than marketing has been 'slop'.

What? now I can't draw boxes and arrows without it being slop?

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"Ingestion Service" has 3 arrows out and nothing coming in. What is it ingesting? Are DB nodes supposed to show the DB technology they are using or what they store/do? - one node is "PostreSQL" and another node is "Source databases".

Maybe typical marketing power points are worthless. But I called it slop because it didn't help me at all understanding what they are doing.

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yes pls linguists track these word overuses and help us get rid. Everytime someone says Gate IRL i lose my train of thaught
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And yet it still contains what looks like human error, e.g. the "Software Components" table mixed up the columns for the database.
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That's much more like an agent error than a human error.

It's quite common for LLMs to mix up values between columns in a table. It's often referred to as a structural hallucination, since it can happen with all kinds of relationships that form structures, not just columns in a table.

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Hmm, seems their ontology didn't fix this assuming they use it themselves.
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Seriously? This is a professional assessment?

> If a tool is worth building and sharing, surely it’s also worth writing a brief summary of what it’s supposed to achieve in your own words?

Next the complaint will be any such description looks like AI slop.

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Yes, it's a professional assessment. This page is 100% unedited slop, and it's unprofessional to publish something like this under the pretense that it's fit for human consumption.
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We cant use single English words in their normal sense now without being told it's Claude?
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More like, sometimes when you publish slop it gets called out as slop.
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Read the rest of the page. This is 100% unedited slop.
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Thanks Claude. /s
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> Claude has ruined me and I have a visceral reaction to ‘gates’ in the opening sentence and couldn’t get any further

So what you're saying is: because you've used Claude so much, you don't want other people to use it. And you reject them for using it.

A bit hypocritical don't you think?

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There's a difference between using Claude and sharing its unfiltered output.
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I’ve never shared Claude text output with another human without explicitly flagging it as such. I believe my ability to communicate effectively in my own words is a large part of the value I offer and Claude’s writing (at least in relation to code) is so convoluted and malformed that I wouldn’t dream of attempting to pass it off as my own.

It has a utility in the same way that raw ingredients have a utility in a kitchen. The chef doesn’t just drop a messy pile of uncooked meat and vegetables onto your plate and tell you to figure it out. That’s exactly what people are doing when they vomit out a bunch of impenetrable slop and expect the reader to do the hard work of comprehending it on their behalf.

You can’t expect others to care about what you’re saying if you’ve not spent a moment considering how best to say it. The reader’s time is no less valuable than your own. If you think composing a readme for your project is worth zero minutes of your time, that’s the appropriate amount of time for readers to allocate to it.

For whatever it’s worth, I also cancelled my Claude subscription recently and shifted back to OpenAI solely because I find its outputs far more readable. I’ll even accept a slight hit on model performance as a trade-off. If I’m unwilling to read Claude-speak when I’m being paid an hourly rate, you can be sure I’m not reading it for free.

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> I’ve never shared Claude text output with another human without explicitly flagging it as such.

You've likely shared code written by OpenAI and don't mind subjecting other to it. So why should technical docs be different?

I think you're fighting a losing fight trying to get people to waste their time hand-writing tech docs just to avoid triggering over-sensitive Claude power users because they saw the word "gate".

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code is used to 'speak' to computers. prose is meant for human communication.

if your readme is meant to only ever be read by 'agents' then fine. if you want actual humans to read it, write in a human language, not LLM-speak.

it literally could not be more simple.

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Code and prose are different things, but that aside, no, I don’t expect anyone I work with to be subject to my mindless one-shotted PRs – which is as close a comparison I can think of on the development side. I also wouldn’t consider a readme to be a pure technical doc. It’s very likely to be the first, and possibly last, impression someone forms of your project. It matters.

I’m not fighting any particular fight, I’m just saying that the lack of care stands out to me, and evidently to others, and that anyone releasing a new project might want to consider whether they want it to be perceived in that way.

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> I’m just saying that the lack of care stands out to me

You don't know how much they cared. You also don't know if they reviewed the README before publishing, or if was a mindless one-shotted PR that nobody looked at. The word "gate" isn't a smoking gun here, other than to prove that the reader uses AI a ton and is ironically now triggered by it. If your criticism was more substantial: targeting the content rather than the use of a trigger word, then I might agree. But you haven't done anything but project your own bias.

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“Gate” was just the trigger to quickly scan the rest of the copy, at which point AI’s fingerprints are so obvious that it’s impossible to believe a human wrote it. I haven’t bothered to check, but I’m sure any of the AI detector sites would light up like a Christmas tree on this.
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These criticisms are empty, though. Just because it's AI-generated doesn't make it bad. You're not saying what's bad about it other than "I can tell AI wrote it, therefore I reject it". Which imo is wildly hypocritical considering you power use the exact same AI tools to auto-generate output.
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it's full of AI Slop fingerprints. Clearly hasn't been read or edited by a human before being published, or they're already deep in the brain rot that they can't see just how bad it is.
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What they're saying is that if something is not worth the time needed to write it, it's not worth the time needed to read it either.
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Great, as long as they never share any of their Claude output (to include code) with anyone.

But even better: if Claude's output is so torturous, they should probably just stop using it altogether rather than thumbing their nose at other people that use it.

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