Comment on Researchers have found the cause of hallucinations in LLMs, H-Neurons: On the Existence, Impact, and Origin of Hallucination-Associated Neurons in LLMs

db2@lemmy.world ⁨2⁩ ⁨months⁩ ago

• etchinghillside@reddthat.com ⁨2⁩ ⁨months⁩ ago

  But can anything be a H-NEURON?

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  • Skullgrid@lemmy.world ⁨2⁩ ⁨months⁩ ago

    In this paper, we conduct a systematic investigation into hallucination-associated neurons (H-Neurons)

    no, they have to be the nodes responsible for the creation of hallucinations

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    • XLE@piefed.social ⁨2⁩ ⁨months⁩ ago

      And a “hallucination” is also an inaccurate humanization of “statistical relationship that we AI folks don’t think is right”

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      • Skullgrid@lemmy.world ⁨2⁩ ⁨months⁩ ago

        did you know that there is no sex going on in a Breeder Reactor?

        en.wikipedia.org/wiki/Breeder_reactor

        They’re analogies to help us communicate ideas.

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  • XLE@piefed.social ⁨2⁩ ⁨months⁩ ago

    Any data that makes AI people upset is an H-neuron. This includes both inaccurate responses, and accurate responses that the model designers were attempting to censor, such as “harmful” content.

    Infuriatingly, the researchers actually insist that offensive material is not factual material.

    The interventions reveal a distinctive behavioral pattern: amplifying H-Neurons’ activations systematically increases a spectrum of over-compliance behaviors – ranging from overcommitment to incorrect premises and heightened susceptibility to misleading contexts, to increased adherence to harmful instructions… (bypassing safety filters to assist with weapon creation)… and stronger sycophantic tendencies. These findings suggest that H-Neurons do not simply encode factual errors, but rather represent a general tendency to prioritize conversational compliance over factual integrity.

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• Greg@lemmy.ca ⁨2⁩ ⁨months⁩ ago

  Hchicdfvhk!

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• Skullgrid@lemmy.world ⁨2⁩ ⁨months⁩ ago

  en.wikipedia.org/…/Neural_network_(machine_learni…

  it’s a node in the system.

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• Allah@piefed.world ⁨2⁩ ⁨months⁩ ago

  kind of like cpu is the brain of computer

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  • Bronzebeard@lemmy.zip ⁨2⁩ ⁨months⁩ ago

    and MITOCHONDRIA IS THE POWERHOUSE OF THE CELL

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