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.)

I will add Claudish robolect into my language immediately, thank you.

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.

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.

As a native English speaker, I get the same feeling whenever I read press releases and other announcements from executives.

Hear ye, who speaks of the Pompatus of Claude…

"reliability gates agentic analytics" is quite a garden path sentence, at least to the eyes of a non-native speaker.

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).

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.

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.

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.

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.

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.

yes pls linguists track these word overuses and help us get rid. Everytime someone says Gate IRL i lose my train of thaught

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

We can use single English words in their normal sense now without being told it's Claude?

More like, sometimes when you publish slop it gets called out as slop.

Read the rest of the page. This is 100% unedited slop.

Thanks Claude. /s

And yet it still contains what looks like human error, e.g. the "Software Components" table mixed up the columns for the database.

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.

Hmm, seems their ontology didn't fix this assuming they use it themselves.

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.

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.

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?

> 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?

There's a difference between using Claude and sharing its unfiltered output.

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.

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.

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.

I read this whole readme and I have no freaking clue what this does beyond "searchable knowledgebase". How about providing some use cases?