@sabrina_ramonov: TLDR Hallucination risk can be reliably scored and (supposedly) error rates contained below a specified threshold, before LLM provides an answer. This has NOT been peer reviewed yet, but really promising research direction and toolkit will be open source soon. #ai #research #llm #chatgpt #sabrinaramonov
Anonymous authors? How is this "the most important" research paper?!?
2025-09-10 07:33:48
12
Nexveria Solutions :
what if the hallucination calculator hallucinates
2025-09-09 19:19:53
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Khamwas :
Agentic Grounding already solves this for finance and healthcare
2025-10-31 01:28:52
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Alexis :
Its not a paper 😒 not peer to peer review, not published in indexed journal, not DOI, and more
2025-09-09 18:56:33
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Mountain man :
I made an anti-drift evolving prompt tied to an automation, so it simultaneously creates a positive intentional bias
2025-09-10 05:45:19
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and_its_gone_ :
This is awesome
2025-10-17 01:54:30
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Jake Boss :
Hi Josh! Hi Fam! So good.
2025-09-12 18:14:37
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Timothy Paek :
it's cool, but it approximates bayesian without questioning whether we should go bayesian to begin with. and we lack the source of truth for minimizing kl divergence at inference.
2025-10-23 18:35:23
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سامر الصالحي Sam Salhi :
I use a prompt to help the AI with this, so it will respond with N/A. It still hellucinates sometimes
2025-09-10 02:16:17
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Mental health is everything :
this is great in lnfp thnx
2025-09-10 00:56:11
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culminationoflove :
you're my favourite AI content creator
2025-09-10 04:06:48
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Automated Intelligence :
We can fix these seemingly impossible problems….
2025-09-09 18:14:38
5
Python, AI And Automations :
thanks for sharing this 👌
2025-09-09 19:02:40
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MaryJane |Asana+ClickUp+Notion :
Now this is a great info, thank you
2025-09-10 14:39:37
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JPM :
This is a pretty suspect paper, for those digging in
2025-09-09 23:00:53
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Karla.osugirly :
timely info, I will be working on a new llm.
2025-09-09 21:52:14
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emerson :
Literally just thought of this concept in my car 20 minutes ago 🤔
2025-09-10 04:15:53
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Georgia Pine :
LLMs have tells. You don’t need a calculator.
2025-09-10 01:01:45
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CosmicDust :
Why are you always reading a ChatGPT script?
2025-09-11 08:09:17
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Nick Massie :
Btw. I’m over Claude code. Back to cursor after a few months.
2025-09-11 03:32:34
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keepgoins :
That is interesting
2025-09-11 18:21:44
1
QarmiQarma 🦋 :
noted😚
2025-09-17 10:19:58
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100 :
why anonymously publish it?
2025-09-09 18:19:38
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LLCujo :
This is a magic 8 ball presented as crystal ball. Nothing more.
2025-09-11 19:56:46
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Timothy Biondollo :
link?
2025-09-10 16:27:33
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