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  3. “Novice workers who rely heavily on AI to complete unfamiliar tasks may compromise their own skill acquisition.

“Novice workers who rely heavily on AI to complete unfamiliar tasks may compromise their own skill acquisition.

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  • gossithedog@cyberplace.socialG gossithedog@cyberplace.social

    “Novice workers who rely heavily on AI to complete unfamiliar tasks may compromise their own skill acquisition. We find that AI use impairs conceptual understanding, code reading, and debugging abilities, without delivering significant efficiency gains on average.”

    “We found that using AI assistance led to a statistically significant decrease in mastery.”

    https://arxiv.org/pdf/2601.20245

    https://www.anthropic.com/research/AI-assistance-coding-skills

    gabriel@mastodon.samfira.comG This user is from outside of this forum
    gabriel@mastodon.samfira.comG This user is from outside of this forum
    gabriel@mastodon.samfira.com
    wrote sidst redigeret af
    #11

    @GossiTheDog this is no different than doing excessive hand holding as a mentor. When you answer questions instead of helping the mentee to fundamentally understand the thing they're asking about, and figuring out the issue for themselves (with your help), you take away from the valuable mental process that develops critical thinking and problem solving.

    And a LLM does precisely this. It answers all your questions. You get the result. You never figure out the problem for yourself.

    astolk@c.imA 1 Reply Last reply
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    • gossithedog@cyberplace.socialG gossithedog@cyberplace.social

      “Novice workers who rely heavily on AI to complete unfamiliar tasks may compromise their own skill acquisition. We find that AI use impairs conceptual understanding, code reading, and debugging abilities, without delivering significant efficiency gains on average.”

      “We found that using AI assistance led to a statistically significant decrease in mastery.”

      https://arxiv.org/pdf/2601.20245

      https://www.anthropic.com/research/AI-assistance-coding-skills

      fm_volker@mastodon.socialF This user is from outside of this forum
      fm_volker@mastodon.socialF This user is from outside of this forum
      fm_volker@mastodon.social
      wrote sidst redigeret af
      #12

      @GossiTheDog We’ll be busy removing this “digital asbestos” out of any software written this decade(?) for ages…

      1 Reply Last reply
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      • gossithedog@cyberplace.socialG gossithedog@cyberplace.social

        “Novice workers who rely heavily on AI to complete unfamiliar tasks may compromise their own skill acquisition. We find that AI use impairs conceptual understanding, code reading, and debugging abilities, without delivering significant efficiency gains on average.”

        “We found that using AI assistance led to a statistically significant decrease in mastery.”

        https://arxiv.org/pdf/2601.20245

        https://www.anthropic.com/research/AI-assistance-coding-skills

        art_histories@mastodon.socialA This user is from outside of this forum
        art_histories@mastodon.socialA This user is from outside of this forum
        art_histories@mastodon.social
        wrote sidst redigeret af
        #13

        @GossiTheDog I wonder which impact this will have on society. Not that people become more stupid, etc. but the mental impact - can it lead to bore-out? Depression? Mental illness? Because our brains are craving activity.
        The other concern is the erosion of the average jobs. What's left is work for unskilled workers or highly educated specialists. Which is also a problem in the long run. But, I guess, that's what they want. Cheap, unskilled labour with brain rot.

        1 Reply Last reply
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        • gossithedog@cyberplace.socialG gossithedog@cyberplace.social

          “Novice workers who rely heavily on AI to complete unfamiliar tasks may compromise their own skill acquisition. We find that AI use impairs conceptual understanding, code reading, and debugging abilities, without delivering significant efficiency gains on average.”

          “We found that using AI assistance led to a statistically significant decrease in mastery.”

          https://arxiv.org/pdf/2601.20245

          https://www.anthropic.com/research/AI-assistance-coding-skills

          warinpieces@defcon.socialW This user is from outside of this forum
          warinpieces@defcon.socialW This user is from outside of this forum
          warinpieces@defcon.social
          wrote sidst redigeret af
          #14

          @GossiTheDog indeed

          i am living proof of this effect.

          1 Reply Last reply
          0
          • gossithedog@cyberplace.socialG gossithedog@cyberplace.social

            “Novice workers who rely heavily on AI to complete unfamiliar tasks may compromise their own skill acquisition. We find that AI use impairs conceptual understanding, code reading, and debugging abilities, without delivering significant efficiency gains on average.”

            “We found that using AI assistance led to a statistically significant decrease in mastery.”

            https://arxiv.org/pdf/2601.20245

            https://www.anthropic.com/research/AI-assistance-coding-skills

            damianwalsh@mastodon.socialD This user is from outside of this forum
            damianwalsh@mastodon.socialD This user is from outside of this forum
            damianwalsh@mastodon.social
            wrote sidst redigeret af
            #15

            @GossiTheDog Our study, conducted by Professor No Shit and Doctor Obvious, found that when people offloaded their thinking to AI, they put in less effort and were less engaged, creating a barrier to personal development in exchange for a marginal increase in productivity.

            1 Reply Last reply
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            • womble@infosec.exchangeW womble@infosec.exchange

              @GossiTheDog to the LLM booster club, this will simply be interpreted as "we need to LLM harder, so as to completely replace workers as soon as possible".

              art_histories@mastodon.socialA This user is from outside of this forum
              art_histories@mastodon.socialA This user is from outside of this forum
              art_histories@mastodon.social
              wrote sidst redigeret af
              #16

              @womble @GossiTheDog It is so dumb when you look at it. They are complaining when people don't have a job because they are laid off, complaining that people are lazy wellfare-queens and at the same time want AI to replace every single job. It's the same with the old "Immigrants are lazy and getting our hard-earned money doing nothing while taking all our jobs".

              I am pretty much convinced at this point that Capitalism is a cult, an addiction, and a scam.

              1 Reply Last reply
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              • npars01@mstdn.socialN npars01@mstdn.social

                @GossiTheDog

                Look at it from the perspective of the investors of AI.

                1. What is Saudi Arabia & UAE getting for its $100 billion when the consequences are pyrrhic?

                https://www.bloomberg.com/news/articles/2024-11-06/saudis-plan-100-billion-ai-powerhouse-to-rival-uae-s-tech-hub

                https://www.nytimes.com/2025/10/27/technology/saudi-arabia-ai-exporter.html

                Answer: kneecapping a necessity like a fossil fuel phase out.

                2. What are the billionaires of Koch Network getting for their $1 billion propaganda campaign pushing AI?

                https://www.forbes.com/sites/mattdurot/2025/07/17/bill-gates-charles-koch-and-three-other-billionaires-are-giving-1-billion-to-enhance-economic-mobility-in-the-us/

                https://www.desmog.com/2025/12/11/the-koch-network-is-pushing-trump-to-accelerate-ai-documents-show/

                Answer: permanent rule under a White Supremacist Constitution

                filobus@sociale.networkF This user is from outside of this forum
                filobus@sociale.networkF This user is from outside of this forum
                filobus@sociale.network
                wrote sidst redigeret af
                #17

                @GossiTheDog @Npars01 first link seems to be broken

                npars01@mstdn.socialN 1 Reply Last reply
                0
                • gossithedog@cyberplace.socialG gossithedog@cyberplace.social

                  “Novice workers who rely heavily on AI to complete unfamiliar tasks may compromise their own skill acquisition. We find that AI use impairs conceptual understanding, code reading, and debugging abilities, without delivering significant efficiency gains on average.”

                  “We found that using AI assistance led to a statistically significant decrease in mastery.”

                  https://arxiv.org/pdf/2601.20245

                  https://www.anthropic.com/research/AI-assistance-coding-skills

                  C This user is from outside of this forum
                  C This user is from outside of this forum
                  ckfinite@universeodon.com
                  wrote sidst redigeret af
                  #18

                  @GossiTheDog I was really (positively) surprised that Anthropic released this. Their results broadly align with my personal experience and feelings about AI usage, though I have substantial misgivings about their methodology (in particular how they controlled for participant experience).

                  Another issue that I worry a lot about with AI is second-order effects, wherein you use the LLM to write a library and then are expected to be able to evaluate the LLM's ability to use the LLM-written library. I think that this is both a priori very hard (to know all of the details of the library to be able to catch issues) and is lossy (in issues in library design or abstraction factoring that may be identified through use implementation).

                  1 Reply Last reply
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                  • filobus@sociale.networkF filobus@sociale.network

                    @GossiTheDog @Npars01 first link seems to be broken

                    npars01@mstdn.socialN This user is from outside of this forum
                    npars01@mstdn.socialN This user is from outside of this forum
                    npars01@mstdn.social
                    wrote sidst redigeret af
                    #19

                    @filobus @GossiTheDog

                    Thanks! Fixed it.

                    1 Reply Last reply
                    0
                    • gabriel@mastodon.samfira.comG gabriel@mastodon.samfira.com

                      @GossiTheDog this is no different than doing excessive hand holding as a mentor. When you answer questions instead of helping the mentee to fundamentally understand the thing they're asking about, and figuring out the issue for themselves (with your help), you take away from the valuable mental process that develops critical thinking and problem solving.

                      And a LLM does precisely this. It answers all your questions. You get the result. You never figure out the problem for yourself.

                      astolk@c.imA This user is from outside of this forum
                      astolk@c.imA This user is from outside of this forum
                      astolk@c.im
                      wrote sidst redigeret af
                      #20

                      @gabriel @GossiTheDog also not being able to see possible problems with the code generated by a LLM is going to be a major pita down the line. Even before when all the seniors are retired.

                      1 Reply Last reply
                      0
                      • gossithedog@cyberplace.socialG gossithedog@cyberplace.social

                        “Novice workers who rely heavily on AI to complete unfamiliar tasks may compromise their own skill acquisition. We find that AI use impairs conceptual understanding, code reading, and debugging abilities, without delivering significant efficiency gains on average.”

                        “We found that using AI assistance led to a statistically significant decrease in mastery.”

                        https://arxiv.org/pdf/2601.20245

                        https://www.anthropic.com/research/AI-assistance-coding-skills

                        N This user is from outside of this forum
                        N This user is from outside of this forum
                        nicelymanifest@mastodon.social
                        wrote sidst redigeret af
                        #21

                        @GossiTheDog Many behave in herd fashion down the path of outsourcing all they do to devices. The brain LOVES to economise so just lets cognitive functions atrophy as it does with unused muscles.

                        A systemically alarming state of affairs that is only now slowly being addressed - young children absent face to face spoken words are struggling to learn to read ... etc. etc.

                        1 Reply Last reply
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                        • hittitezombie@mastodon.me.ukH hittitezombie@mastodon.me.uk

                          @GossiTheDog

                          This is by design. Just like production lines destroyed artisanship for working classes, this will destroy the knowledge-based roles for the middle classes. You are no longer valued if you have wide breadth of knowledge. You are obsolete. You can't even specialize in a particular topic.

                          ehproque@neopaquita.esE This user is from outside of this forum
                          ehproque@neopaquita.esE This user is from outside of this forum
                          ehproque@neopaquita.es
                          wrote sidst redigeret af
                          #22

                          @hittitezombie @GossiTheDog just as soon as customers can describe what they want in precise unambiguous terms. I'll wait.

                          1 Reply Last reply
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                          • dukeboitans@mas.toD dukeboitans@mas.to

                            @GossiTheDog who cares, soon there'll be no need for human coders anymore, whatever remains of the profession will be janitorial in nature. /s

                            eq@mas.toE This user is from outside of this forum
                            eq@mas.toE This user is from outside of this forum
                            eq@mas.to
                            wrote sidst redigeret af
                            #23

                            @dukeboitans @GossiTheDog What hurts most in your comment is that you had to put /s on the end. Because this is exactly how some talk and mean it as something good.

                            1 Reply Last reply
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                            • simonjust@mstdn.dkS simonjust@mstdn.dk shared this topic
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