@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 This has NOT been peer reviewed yet, but really promising research direction and toolkit will be open source soon.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

Sabrina Ramonov 🍄
Sabrina Ramonov 🍄
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Tuesday 09 September 2025 18:04:53 GMT
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crushy398
Crushy :
Anonymous authors? How is this "the most important" research paper?!?
2025-09-10 07:33:48
12
nexveria_solutions
Nexveria Solutions :
what if the hallucination calculator hallucinates
2025-09-09 19:19:53
20
emmanuelbravo89
Khamwas :
Agentic Grounding already solves this for finance and healthcare
2025-10-31 01:28:52
0
alevolhard
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
9
jaysus68
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
1
and_its_gone_
and_its_gone_ :
This is awesome
2025-10-17 01:54:30
0
jakeboss89
Jake Boss :
Hi Josh! Hi Fam! So good.
2025-09-12 18:14:37
1
timothypaek
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
0
5alhi
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
1
narcandmore
Mental health is everything :
this is great in lnfp thnx
2025-09-10 00:56:11
0
culminationoflove
culminationoflove :
you're my favourite AI content creator
2025-09-10 04:06:48
0
automatedintelligenceai
Automated Intelligence :
We can fix these seemingly impossible problems….
2025-09-09 18:14:38
5
ai.and.automations
Python, AI And Automations :
thanks for sharing this 👌
2025-09-09 19:02:40
0
maryjane_malu
MaryJane |Asana+ClickUp+Notion :
Now this is a great info, thank you
2025-09-10 14:39:37
1
likeascientist
JPM :
This is a pretty suspect paper, for those digging in
2025-09-09 23:00:53
11
osugirly
Karla.osugirly :
timely info, I will be working on a new llm.
2025-09-09 21:52:14
0
emrsn.art
emerson :
Literally just thought of this concept in my car 20 minutes ago 🤔
2025-09-10 04:15:53
0
georgia_pine770
Georgia Pine :
LLMs have tells. You don’t need a calculator.
2025-09-10 01:01:45
0
fortifiedjersey
CosmicDust :
Why are you always reading a ChatGPT script?
2025-09-11 08:09:17
0
nickmassie0
Nick Massie :
Btw. I’m over Claude code. Back to cursor after a few months.
2025-09-11 03:32:34
1
keepgoins
keepgoins :
That is interesting
2025-09-11 18:21:44
1
qarmiqarma
QarmiQarma 🦋 :
noted😚
2025-09-17 10:19:58
0
josevirlar
100 :
why anonymously publish it?
2025-09-09 18:19:38
0
h20_be_like_dat
LLCujo :
This is a magic 8 ball presented as crystal ball. Nothing more.
2025-09-11 19:56:46
0
timbiondollo83
Timothy Biondollo :
link?
2025-09-10 16:27:33
1
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