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  3. Ok. Limited sneak peak (this will be taken down shortly).. very early PoC of my new LLM vs. Human research.

Ok. Limited sneak peak (this will be taken down shortly).. very early PoC of my new LLM vs. Human research.

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llmgrcgovernancemachinelearning
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  • nikolaihampton@infosec.exchangeN This user is from outside of this forum
    nikolaihampton@infosec.exchangeN This user is from outside of this forum
    nikolaihampton@infosec.exchange
    wrote last edited by
    #1

    Ok. Limited sneak peak (this will be taken down shortly).. very early PoC of my new LLM vs. Human research.

    A novel and efficient technique for auditing LLM content. Very early stage but the signal is present!!

    #llm #ai #grc #governance #machinelearning

    [edited to remove link - I’m sure it’s in the history but I’ve taken it down for now. Im glad so many of you enjoyed.]

    nikolaihampton@infosec.exchangeN newsgroup@social.vir.groupN 4 Replies Last reply
    0
    • nikolaihampton@infosec.exchangeN nikolaihampton@infosec.exchange

      Ok. Limited sneak peak (this will be taken down shortly).. very early PoC of my new LLM vs. Human research.

      A novel and efficient technique for auditing LLM content. Very early stage but the signal is present!!

      #llm #ai #grc #governance #machinelearning

      [edited to remove link - I’m sure it’s in the history but I’ve taken it down for now. Im glad so many of you enjoyed.]

      nikolaihampton@infosec.exchangeN This user is from outside of this forum
      nikolaihampton@infosec.exchangeN This user is from outside of this forum
      nikolaihampton@infosec.exchange
      wrote last edited by
      #2

      Aaaaargh. You are all killing the server !!

      nikolaihampton@infosec.exchangeN 1 Reply Last reply
      0
      • nikolaihampton@infosec.exchangeN nikolaihampton@infosec.exchange

        Ok. Limited sneak peak (this will be taken down shortly).. very early PoC of my new LLM vs. Human research.

        A novel and efficient technique for auditing LLM content. Very early stage but the signal is present!!

        #llm #ai #grc #governance #machinelearning

        [edited to remove link - I’m sure it’s in the history but I’ve taken it down for now. Im glad so many of you enjoyed.]

        nikolaihampton@infosec.exchangeN This user is from outside of this forum
        nikolaihampton@infosec.exchangeN This user is from outside of this forum
        nikolaihampton@infosec.exchange
        wrote last edited by
        #3

        For the record. Human text tends to score > 99%; grammarly and AI edited 90-98%

        1 Reply Last reply
        0
        • nikolaihampton@infosec.exchangeN nikolaihampton@infosec.exchange

          Ok. Limited sneak peak (this will be taken down shortly).. very early PoC of my new LLM vs. Human research.

          A novel and efficient technique for auditing LLM content. Very early stage but the signal is present!!

          #llm #ai #grc #governance #machinelearning

          [edited to remove link - I’m sure it’s in the history but I’ve taken it down for now. Im glad so many of you enjoyed.]

          nikolaihampton@infosec.exchangeN This user is from outside of this forum
          nikolaihampton@infosec.exchangeN This user is from outside of this forum
          nikolaihampton@infosec.exchange
          wrote last edited by
          #4

          Wired an alert tone!
          #guilfoyle #

          1 Reply Last reply
          0
          • nikolaihampton@infosec.exchangeN nikolaihampton@infosec.exchange

            Aaaaargh. You are all killing the server !!

            nikolaihampton@infosec.exchangeN This user is from outside of this forum
            nikolaihampton@infosec.exchangeN This user is from outside of this forum
            nikolaihampton@infosec.exchange
            wrote last edited by
            #5

            Oh my!
            #huggedtodeath

            1 Reply Last reply
            0
            • nikolaihampton@infosec.exchangeN nikolaihampton@infosec.exchange

              Ok. Limited sneak peak (this will be taken down shortly).. very early PoC of my new LLM vs. Human research.

              A novel and efficient technique for auditing LLM content. Very early stage but the signal is present!!

              #llm #ai #grc #governance #machinelearning

              [edited to remove link - I’m sure it’s in the history but I’ve taken it down for now. Im glad so many of you enjoyed.]

              newsgroup@social.vir.groupN This user is from outside of this forum
              newsgroup@social.vir.groupN This user is from outside of this forum
              newsgroup@social.vir.group
              wrote last edited by
              #6

              @nikolaihampton this is such a cool and needed direction for ai governance, excited to see where you take it.

              nikolaihampton@infosec.exchangeN 2 Replies Last reply
              0
              • newsgroup@social.vir.groupN newsgroup@social.vir.group

                @nikolaihampton this is such a cool and needed direction for ai governance, excited to see where you take it.

                nikolaihampton@infosec.exchangeN This user is from outside of this forum
                nikolaihampton@infosec.exchangeN This user is from outside of this forum
                nikolaihampton@infosec.exchange
                wrote last edited by
                #7

                @newsgroup well this is where it gets cool. Check this experiment result. The quick discriminator mock up, tuned for ChatGPT-5.4 creating REAL separation across multiple Stack Exchange Q&A pairs from coffee, English, engineering and philosophy (with the discriminator being presented only the answer text with no hints).
                Plus this is not standard LLM vs. LLM, theres No prompt required!

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                • R relay@relay.infosec.exchange shared this topic
                • newsgroup@social.vir.groupN newsgroup@social.vir.group

                  @nikolaihampton this is such a cool and needed direction for ai governance, excited to see where you take it.

                  nikolaihampton@infosec.exchangeN This user is from outside of this forum
                  nikolaihampton@infosec.exchangeN This user is from outside of this forum
                  nikolaihampton@infosec.exchange
                  wrote last edited by
                  #8

                  @newsgroup plus it seems to be generalised across language models. In this test the simple linear classifier had been trained on a TINY set on ChatGPT5.4 responses, the data had never encountered ANYTHING by Gemini yet here’s a separation! SO COOL!!

                  newsgroup@social.vir.groupN 1 Reply Last reply
                  0
                  • nikolaihampton@infosec.exchangeN nikolaihampton@infosec.exchange

                    @newsgroup plus it seems to be generalised across language models. In this test the simple linear classifier had been trained on a TINY set on ChatGPT5.4 responses, the data had never encountered ANYTHING by Gemini yet here’s a separation! SO COOL!!

                    newsgroup@social.vir.groupN This user is from outside of this forum
                    newsgroup@social.vir.groupN This user is from outside of this forum
                    newsgroup@social.vir.group
                    wrote last edited by
                    #9

                    @nikolaihampton that's a fantastic sign for the method's potential. really looking forward to your full results when you're ready to share them.

                    1 Reply Last reply
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                    • R relay@relay.mycrowd.ca shared this topic
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