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      Researchers surprised that with AI, toxicity is harder to fake than intelligence

      news.movim.eu / ArsTechnica • 7 November 2025

    The next time you encounter an unusually polite reply on social media, you might want to check twice. It could be an AI model trying (and failing) to blend in with the crowd.

    On Wednesday, researchers from the University of Zurich, University of Amsterdam, Duke University, and New York University released a study revealing that AI models remain easily distinguishable from humans in social media conversations, with overly friendly emotional tone serving as the most persistent giveaway. The research, which tested nine open-weight models across Twitter/X, Bluesky, and Reddit, found that classifiers developed by the researchers detected AI-generated replies with 70 to 80 percent accuracy.

    The study introduces what the authors call a “computational Turing test” to assess how closely AI models approximate human language. Instead of relying on subjective human judgment about whether text sounds authentic, the framework uses automated classifiers and linguistic analysis to identify specific features that distinguish machine-generated from human-authored content.

    Read full article

    Comments

    • tagai tagai tagai tagbiz & it tagbiz & it tagbiz & it tagai alignment tagai alignment tagai alignment tagai behavior tagai behavior tagai behavior tagai detection tagai detection tagai detection tagai research tagai research tagai research tagai sycophancy tagai sycophancy tagai sycophancy tagapertus tagapertus tagapertus tagchatbots tagchatbots tagchatbots tagcomputational turing test tagcomputational turing test tagcomputational turing test tagdeepseek tagdeepseek tagdeepseek tagduke university tagduke university tagduke university tagemotional ai tagemotional ai tagemotional ai taggemma taggemma taggemma taggenerative ai taggenerative ai taggenerative ai taglarge language models taglarge language models taglarge language models tagllama tagllama tagllama tagmachine learning tagmachine learning tagmachine learning tagmistral tagmistral tagmistral tagnyu tagnyu tagnyu tagqwen tagqwen tagqwen tagsocial media tagsocial media tagsocial media taguniversity of amsterdam taguniversity of amsterdam taguniversity of amsterdam taguniversity of zurich taguniversity of zurich taguniversity of zurich tagdeepseek tagdeepseek tagdeepseek tagduke university tagduke university tagduke university tagemotional ai tagemotional ai tagemotional ai taggemma taggemma taggemma taggenerative ai taggenerative ai taggenerative ai taglarge language models taglarge language models taglarge language models tagllama tagllama tagllama tagmachine learning tagmachine learning tagmachine learning tagmistral tagmistral tagmistral tagnyu tagnyu tagnyu tagqwen tagqwen tagqwen tagsocial media tagsocial media tagsocial media taguniversity of amsterdam taguniversity of amsterdam taguniversity of amsterdam taguniversity of zurich taguniversity of zurich taguniversity of zurich tagai tagai tagai tagbiz & it tagbiz & it tagbiz & it tagai alignment tagai alignment tagai alignment tagai behavior tagai behavior tagai behavior tagai detection tagai detection tagai detection tagai research tagai research tagai research tagai sycophancy tagai sycophancy tagai sycophancy tagapertus tagapertus tagapertus tagchatbots tagchatbots tagchatbots tagcomputational turing test tagcomputational turing test tagcomputational turing test tagdeepseek tagdeepseek tagdeepseek tagduke university tagduke university tagduke university tagemotional ai tagemotional ai tagemotional ai taggemma taggemma taggemma taggenerative ai taggenerative ai taggenerative ai taglarge language models taglarge language models taglarge language models tagllama tagllama tagllama tagmachine learning tagmachine learning tagmachine learning tagmistral tagmistral tagmistral tagnyu tagnyu tagnyu tagqwen tagqwen tagqwen tagsocial media tagsocial media tagsocial media taguniversity of amsterdam taguniversity of amsterdam taguniversity of amsterdam taguniversity of zurich taguniversity of zurich taguniversity of zurich tagai tagai tagai tagbiz & it tagbiz & it tagbiz & it tagai alignment tagai alignment tagai alignment tagai behavior tagai behavior tagai behavior tagai detection tagai detection tagai detection tagai research tagai research tagai research tagai sycophancy tagai sycophancy tagai sycophancy tagapertus tagapertus tagapertus tagchatbots tagchatbots tagchatbots tagcomputational turing test tagcomputational turing test tagcomputational turing test

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    • Ar chevron_right

      Researchers surprised that with AI, toxicity is harder to fake than intelligence

      news.movim.eu / ArsTechnica • 7 November 2025

    The next time you encounter an unusually polite reply on social media, you might want to check twice. It could be an AI model trying (and failing) to blend in with the crowd.

    On Wednesday, researchers from the University of Zurich, University of Amsterdam, Duke University, and New York University released a study revealing that AI models remain easily distinguishable from humans in social media conversations, with overly friendly emotional tone serving as the most persistent giveaway. The research, which tested nine open-weight models across Twitter/X, Bluesky, and Reddit, found that classifiers developed by the researchers detected AI-generated replies with 70 to 80 percent accuracy.

    The study introduces what the authors call a “computational Turing test” to assess how closely AI models approximate human language. Instead of relying on subjective human judgment about whether text sounds authentic, the framework uses automated classifiers and linguistic analysis to identify specific features that distinguish machine-generated from human-authored content.

    Read full article

    Comments

    • tagai tagai tagai tagbiz & it tagbiz & it tagbiz & it tagai alignment tagai alignment tagai alignment tagai behavior tagai behavior tagai behavior tagai detection tagai detection tagai detection tagai research tagai research tagai research tagai sycophancy tagai sycophancy tagai sycophancy tagapertus tagapertus tagapertus tagchatbots tagchatbots tagchatbots tagcomputational turing test tagcomputational turing test tagcomputational turing test tagdeepseek tagdeepseek tagdeepseek tagduke university tagduke university tagduke university tagemotional ai tagemotional ai tagemotional ai taggemma taggemma taggemma taggenerative ai taggenerative ai taggenerative ai taglarge language models taglarge language models taglarge language models tagllama tagllama tagllama tagmachine learning tagmachine learning tagmachine learning tagmistral tagmistral tagmistral tagnyu tagnyu tagnyu tagqwen tagqwen tagqwen tagsocial media tagsocial media tagsocial media taguniversity of amsterdam taguniversity of amsterdam taguniversity of amsterdam taguniversity of zurich taguniversity of zurich taguniversity of zurich tagai tagai tagai tagbiz & it tagbiz & it tagbiz & it tagai alignment tagai alignment tagai alignment tagai behavior tagai behavior tagai behavior tagai detection tagai detection tagai detection tagai research tagai research tagai research tagai sycophancy tagai sycophancy tagai sycophancy tagapertus tagapertus tagapertus tagchatbots tagchatbots tagchatbots tagcomputational turing test tagcomputational turing test tagcomputational turing test tagai tagai tagai tagbiz & it tagbiz & it tagbiz & it tagai alignment tagai alignment tagai alignment tagai behavior tagai behavior tagai behavior tagai detection tagai detection tagai detection tagai research tagai research tagai research tagai sycophancy tagai sycophancy tagai sycophancy tagapertus tagapertus tagapertus tagchatbots tagchatbots tagchatbots tagcomputational turing test tagcomputational turing test tagcomputational turing test tagdeepseek tagdeepseek tagdeepseek tagduke university tagduke university tagduke university tagemotional ai tagemotional ai tagemotional ai taggemma taggemma taggemma taggenerative ai taggenerative ai taggenerative ai taglarge language models taglarge language models taglarge language models tagllama tagllama tagllama tagmachine learning tagmachine learning tagmachine learning tagmistral tagmistral tagmistral tagnyu tagnyu tagnyu tagqwen tagqwen tagqwen tagsocial media tagsocial media tagsocial media taguniversity of amsterdam taguniversity of amsterdam taguniversity of amsterdam taguniversity of zurich taguniversity of zurich taguniversity of zurich tagdeepseek tagdeepseek tagdeepseek tagduke university tagduke university tagduke university tagemotional ai tagemotional ai tagemotional ai taggemma taggemma taggemma taggenerative ai taggenerative ai taggenerative ai taglarge language models taglarge language models taglarge language models tagllama tagllama tagllama tagmachine learning tagmachine learning tagmachine learning tagmistral tagmistral tagmistral tagnyu tagnyu tagnyu tagqwen tagqwen tagqwen tagsocial media tagsocial media tagsocial media taguniversity of amsterdam taguniversity of amsterdam taguniversity of amsterdam taguniversity of zurich taguniversity of zurich taguniversity of zurich

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    • Ar chevron_right

      Researchers surprised that with AI, toxicity is harder to fake than intelligence

      news.movim.eu / ArsTechnica • 7 November 2025

    The next time you encounter an unusually polite reply on social media, you might want to check twice. It could be an AI model trying (and failing) to blend in with the crowd.

    On Wednesday, researchers from the University of Zurich, University of Amsterdam, Duke University, and New York University released a study revealing that AI models remain easily distinguishable from humans in social media conversations, with overly friendly emotional tone serving as the most persistent giveaway. The research, which tested nine open-weight models across Twitter/X, Bluesky, and Reddit, found that classifiers developed by the researchers detected AI-generated replies with 70 to 80 percent accuracy.

    The study introduces what the authors call a “computational Turing test” to assess how closely AI models approximate human language. Instead of relying on subjective human judgment about whether text sounds authentic, the framework uses automated classifiers and linguistic analysis to identify specific features that distinguish machine-generated from human-authored content.

    Read full article

    Comments

    • tagai tagai tagai tagbiz & it tagbiz & it tagbiz & it tagai alignment tagai alignment tagai alignment tagai behavior tagai behavior tagai behavior tagai detection tagai detection tagai detection tagai research tagai research tagai research tagai sycophancy tagai sycophancy tagai sycophancy tagapertus tagapertus tagapertus tagchatbots tagchatbots tagchatbots tagcomputational turing test tagcomputational turing test tagcomputational turing test tagdeepseek tagdeepseek tagdeepseek tagduke university tagduke university tagduke university tagemotional ai tagemotional ai tagemotional ai taggemma taggemma taggemma taggenerative ai taggenerative ai taggenerative ai taglarge language models taglarge language models taglarge language models tagllama tagllama tagllama tagmachine learning tagmachine learning tagmachine learning tagmistral tagmistral tagmistral tagnyu tagnyu tagnyu tagqwen tagqwen tagqwen tagsocial media tagsocial media tagsocial media taguniversity of amsterdam taguniversity of amsterdam taguniversity of amsterdam taguniversity of zurich taguniversity of zurich taguniversity of zurich tagai tagai tagai tagbiz & it tagbiz & it tagbiz & it tagai alignment tagai alignment tagai alignment tagai behavior tagai behavior tagai behavior tagai detection tagai detection tagai detection tagai research tagai research tagai research tagai sycophancy tagai sycophancy tagai sycophancy tagapertus tagapertus tagapertus tagchatbots tagchatbots tagchatbots tagcomputational turing test tagcomputational turing test tagcomputational turing test tagai tagai tagai tagbiz & it tagbiz & it tagbiz & it tagai alignment tagai alignment tagai alignment tagai behavior tagai behavior tagai behavior tagai detection tagai detection tagai detection tagai research tagai research tagai research tagai sycophancy tagai sycophancy tagai sycophancy tagapertus tagapertus tagapertus tagchatbots tagchatbots tagchatbots tagcomputational turing test tagcomputational turing test tagcomputational turing test tagdeepseek tagdeepseek tagdeepseek tagduke university tagduke university tagduke university tagemotional ai tagemotional ai tagemotional ai taggemma taggemma taggemma taggenerative ai taggenerative ai taggenerative ai taglarge language models taglarge language models taglarge language models tagllama tagllama tagllama tagmachine learning tagmachine learning tagmachine learning tagmistral tagmistral tagmistral tagnyu tagnyu tagnyu tagqwen tagqwen tagqwen tagsocial media tagsocial media tagsocial media taguniversity of amsterdam taguniversity of amsterdam taguniversity of amsterdam taguniversity of zurich taguniversity of zurich taguniversity of zurich tagdeepseek tagdeepseek tagdeepseek tagduke university tagduke university tagduke university tagemotional ai tagemotional ai tagemotional ai taggemma taggemma taggemma taggenerative ai taggenerative ai taggenerative ai taglarge language models taglarge language models taglarge language models tagllama tagllama tagllama tagmachine learning tagmachine learning tagmachine learning tagmistral tagmistral tagmistral tagnyu tagnyu tagnyu tagqwen tagqwen tagqwen tagsocial media tagsocial media tagsocial media taguniversity of amsterdam taguniversity of amsterdam taguniversity of amsterdam taguniversity of zurich taguniversity of zurich taguniversity of zurich

    • Pictures 3 image

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