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Posted by meetpateltech 1/27/2026

Prism(openai.com)
781 points | 524 commentspage 7
zb3 1/27/2026|
Is this the product where OpenAI will (soon) take profit share from inventions made there?
ILoveHorses 1/28/2026||
So, basically SciGen[https://davidpomerenke.github.io/scigen.js/] but burning through more GPUs?
ozgung 1/28/2026||
I don’t see anything regarding Privacy of your data. Did I miss it or they just use your unpublished research and your prompts as a real human researcher to train their own AI researchers?
flumpcakes 1/27/2026||
This is terrible for Science.

I'm sorry, but publishing is hard, and it should be hard. There is a work function that requires effort to write a paper. We've been dealing with low quality mass-produced papers from certain regions of the planet for decades (which, it appears, are now producing decent papers too).

All this AI tooling will do is lower the effort to the point that complete automated nonsense will now flood in and it will need to be read and filtered by humans. This is already challenging.

Looking elsewhere in society, AI tools are already being used to produce scams and phishing attacks more effective than ever before.

Whole new arenas of abuse are now rife, with the cost of producing fake pornography of real people (what should be considered sexual abuse crime) at mere cents.

We live in a little microcosm where we can see the benefits of AI because tech jobs are mostly about automation and making the impossible (or expensive) possible (or cheap).

I wish more people would talk about the societal issues AI is introducing. My worthless opinion is that prism is not a good thing.

jimmar 1/27/2026||
I've wasted hours of my life trying to get Latex to format my journal articles to different journals' specifications. That's tedious typesetting that wastes my time. I'm all for AI tools that help me produce my thoughts with as little friction as possible.

I'm not in favor of letting AI do my thinking for me. Time will tell where Prism sits.

flumpcakes 1/27/2026||
This Prism video was not just typesetting. If OpenAI released tools that just helped you typeset or create diagrams from written text, that would be fine. But it's not, it's writing papers for you. Scientists/publishers really do not need the onslaught of slop this will create. How can we even trust qualifications in the post-AI world, where cheating is rampant at univeristies?
f2fff 1/28/2026||
Nah this is necessary.

Lessons are learned the hard way. I invite the slop - the more the merrier. It will lead to a reduction in internet activity as people puke from the slop. And then we chart our way back to the right path.

It is what it is. Humans.

PlatoIsADisease 1/27/2026||
I just want replication in science. I don't care at all how difficult it is to write the paper. Heck, if we could spend more effort on data collection and less on communication, that sounds like a win.

Look at how much BS flooded psychology but had pretty ideas about p values and proper use of affect vs effect. None of that mattered.

ggm 1/28/2026||
A competition for the longest sequence of \relax in a document ensues. If enough people do this, the AI will acquire merit and seek to "win" ...
asadm 1/27/2026||
Disappointing actually, what I actually need is a research "management" tool that lets me put in relevant citations but also goes through ENTIRE arxiv or google scholar and connect ideas or find novel ideas in random fields that somehow relate to what I am trying to solve.
pmbanugo 1/28/2026||
I don't see anything fancy here that Google doesn't do with their Gemini products, and even better
zmmmmm 1/28/2026||
They compare it to software development but there is such a crucial difference to software development: by and large, software is an order of magnitude easier to verify than it is to create. By comparison, reviewing a vibe generated manuscript will be MUCH more work to verify than a piece of software with equivalent complexity. On top of that, review of academic literature is largely outsourced to the academic community for free. There is no model to support it that scales to an increased volume of output.

I would not like to be a publisher right now facing the enslaught of thousands and thousands of slop generated articles, trying to find reviewers for them all.

smuenkel 1/28/2026||
That click towards accepting the bibliography without checking it is absolutely mindboggling.
butlike 1/28/2026|
> Prism is free to use, and anyone with a ChatGPT account can start writing immediately.

Great, so now I'll have to sift through a bunch of ostensibly legitimate (though legitimate looking) non-peer reviewed whitepapers, where if I forget to check the peer review status even once I risk wasting a large amount of time reading gobbledygook. Thanks openai?

azan_ 1/28/2026|
Don't worry - most of the peer reviewed stuff is also bad.
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