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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

    glennamaddy@mstdn.socialG This user is from outside of this forum
    glennamaddy@mstdn.socialG This user is from outside of this forum
    glennamaddy@mstdn.social
    wrote sidst redigeret af
    #2

    @GossiTheDog or, doing the easy way does not make you a master

    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

      earthshine@masto.hackers.townE This user is from outside of this forum
      earthshine@masto.hackers.townE This user is from outside of this forum
      earthshine@masto.hackers.town
      wrote sidst redigeret af
      #3

      @GossiTheDog idiocracy is looking more real every year

      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

        ben@bluetoot.hardill.me.ukB This user is from outside of this forum
        ben@bluetoot.hardill.me.ukB This user is from outside of this forum
        ben@bluetoot.hardill.me.uk
        wrote sidst redigeret af
        #4

        @GossiTheDog From the "No Shit Sherlock" school of research

        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

          womble@infosec.exchangeW This user is from outside of this forum
          womble@infosec.exchangeW This user is from outside of this forum
          womble@infosec.exchange
          wrote sidst redigeret af
          #5

          @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".

          datarama@hachyderm.ioD art_histories@mastodon.socialA 2 Replies Last reply
          0
          • 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".

            datarama@hachyderm.ioD This user is from outside of this forum
            datarama@hachyderm.ioD This user is from outside of this forum
            datarama@hachyderm.io
            wrote sidst redigeret af
            #6

            @womble @GossiTheDog The study was by Anthropic, so that is *exactly* the intended interpretation.

            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

              hittitezombie@mastodon.me.ukH This user is from outside of this forum
              hittitezombie@mastodon.me.ukH This user is from outside of this forum
              hittitezombie@mastodon.me.uk
              wrote sidst redigeret af
              #7

              @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 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

                corb_the_lesser@mastodon.socialC This user is from outside of this forum
                corb_the_lesser@mastodon.socialC This user is from outside of this forum
                corb_the_lesser@mastodon.social
                wrote sidst redigeret af
                #8

                @GossiTheDog Not thinking leads to not thinking.

                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

                  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
                  #9

                  @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 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

                    dukeboitans@mas.toD This user is from outside of this forum
                    dukeboitans@mas.toD This user is from outside of this forum
                    dukeboitans@mas.to
                    wrote sidst redigeret af
                    #10

                    @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 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

                      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
                      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

                        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
                        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

                          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
                          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

                            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
                              0
                              • 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
                                0
                                • 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
                                    0
                                    • 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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