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  3. Students who don’t use AI are ahead on every measure

Students who don’t use AI are ahead on every measure

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  • davidgerard@circumstances.runD davidgerard@circumstances.run

    Students who don’t use AI are ahead on every measure

    ‘equivalent to being around one year of schooling ahead of their peers’

    https://www.youtube.com/watch?v=RcRY6M5_mvo&list=UU9rJrMVgcXTfa8xuMnbhAEA - video
    https://pivottoai.libsyn.com/20260908-students-who-dont-use-ai-are-ahead-on-every-measure - podcast

    time: 4 min 14 sec

    https://pivot-to-ai.com/2026/09/08/students-who-dont-use-ai-are-ahead-on-every-measure/ - blog post

    jaredwhite@indieweb.socialJ This user is from outside of this forum
    jaredwhite@indieweb.socialJ This user is from outside of this forum
    jaredwhite@indieweb.social
    wrote sidst redigeret af
    #7

    @davidgerard Learn how *not* to use AI or you'll get left behind! 😂

    1 Reply Last reply
    0
    • davidgerard@circumstances.runD davidgerard@circumstances.run

      Students who don’t use AI are ahead on every measure

      ‘equivalent to being around one year of schooling ahead of their peers’

      https://www.youtube.com/watch?v=RcRY6M5_mvo&list=UU9rJrMVgcXTfa8xuMnbhAEA - video
      https://pivottoai.libsyn.com/20260908-students-who-dont-use-ai-are-ahead-on-every-measure - podcast

      time: 4 min 14 sec

      https://pivot-to-ai.com/2026/09/08/students-who-dont-use-ai-are-ahead-on-every-measure/ - blog post

      feliks@chaos.socialF This user is from outside of this forum
      feliks@chaos.socialF This user is from outside of this forum
      feliks@chaos.social
      wrote sidst redigeret af
      #8

      @davidgerard @zzt first of all i believe it is important to state that the OECD itself recognises that these results can't establish causality. secondly it needs to be said that the headline is not only misleading but rejects truth. see this plot from page 140 of the report. OECD puts it like this

      > those who reported using AI to help them learn frequently […] tend to slightly outperform their peers

      i believe unreflected criticism it to be dangerous and unhealthy

      davidgerard@circumstances.runD zzt@mas.toZ 2 Replies Last reply
      0
      • muddobbers@infosec.exchangeM muddobbers@infosec.exchange

        @davidgerard

        Some MIT professor was like "go ahead, use AI, it'll help you learn computer science and this class!" but he described it as building blocks on building blocks. Unfortunately, if you use the Easy Button, you don't learn anything, so by the time the next block came by you were already one block behind knowledge-wise. It felt like the professor was encouraging his students to fail and be left behind, gleefully.

        feliks@chaos.socialF This user is from outside of this forum
        feliks@chaos.socialF This user is from outside of this forum
        feliks@chaos.social
        wrote sidst redigeret af
        #9

        @Muddobbers @davidgerard it is important to put in the work. using AI can help you with that. if you try to use it to not having to put in the work it will fail you as a tool

        akamran@indieweb.socialA 1 Reply Last reply
        0
        • feliks@chaos.socialF feliks@chaos.social

          @davidgerard @zzt first of all i believe it is important to state that the OECD itself recognises that these results can't establish causality. secondly it needs to be said that the headline is not only misleading but rejects truth. see this plot from page 140 of the report. OECD puts it like this

          > those who reported using AI to help them learn frequently […] tend to slightly outperform their peers

          i believe unreflected criticism it to be dangerous and unhealthy

          davidgerard@circumstances.runD This user is from outside of this forum
          davidgerard@circumstances.runD This user is from outside of this forum
          davidgerard@circumstances.run
          wrote sidst redigeret af
          #10

          @feliks @zzt you seem exhausting

          1 Reply Last reply
          0
          • feliks@chaos.socialF feliks@chaos.social

            @davidgerard @zzt first of all i believe it is important to state that the OECD itself recognises that these results can't establish causality. secondly it needs to be said that the headline is not only misleading but rejects truth. see this plot from page 140 of the report. OECD puts it like this

            > those who reported using AI to help them learn frequently […] tend to slightly outperform their peers

            i believe unreflected criticism it to be dangerous and unhealthy

            zzt@mas.toZ This user is from outside of this forum
            zzt@mas.toZ This user is from outside of this forum
            zzt@mas.to
            wrote sidst redigeret af
            #11

            @feliks @davidgerard why didn’t you post the entire paragraph

            > How AI use relates to student performance is complex, varying with how students use it and what for. PISA data show that students who use AI for specific schoolwork tasks, such as summarising texts, drafting or conducting research, attain lower scores in science than students who do not use AI. In these scenarios, students who do not use AI outperform those who do, on average, by around 20 points – equivalent to being around one year of schooling ahead of their peers. However, weekly users of AI for general purposes have similar performance outcomes to non-users. Students who regularly use AI for general purposes, and have learning opportunities at school to develop AI literacy skills, tend to have slightly higher scores in science. However, these opportunities are more common among socio-economically advantaged students, risking a growing AI divide.

            this says that rich students do better

            feliks@chaos.socialF readinglover@kolektiva.socialR 2 Replies Last reply
            0
            • zzt@mas.toZ zzt@mas.to

              @feliks @davidgerard why didn’t you post the entire paragraph

              > How AI use relates to student performance is complex, varying with how students use it and what for. PISA data show that students who use AI for specific schoolwork tasks, such as summarising texts, drafting or conducting research, attain lower scores in science than students who do not use AI. In these scenarios, students who do not use AI outperform those who do, on average, by around 20 points – equivalent to being around one year of schooling ahead of their peers. However, weekly users of AI for general purposes have similar performance outcomes to non-users. Students who regularly use AI for general purposes, and have learning opportunities at school to develop AI literacy skills, tend to have slightly higher scores in science. However, these opportunities are more common among socio-economically advantaged students, risking a growing AI divide.

              this says that rich students do better

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

              @zzt @davidgerard because my instance is limited to 500 character replies. also i don't see the point in argueing over cherries as i believe causality can't be established. however i second your sentiment and believe it to be a good guide

              feliks@chaos.socialF 1 Reply Last reply
              0
              • feliks@chaos.socialF feliks@chaos.social

                @zzt @davidgerard because my instance is limited to 500 character replies. also i don't see the point in argueing over cherries as i believe causality can't be established. however i second your sentiment and believe it to be a good guide

                feliks@chaos.socialF This user is from outside of this forum
                feliks@chaos.socialF This user is from outside of this forum
                feliks@chaos.social
                wrote sidst redigeret af
                #13

                @zzt @davidgerard lol david gerard blocked me for this post. doesn't seem like he is interested in a meaningful discussion but rather prefers to delude himself... how ironic

                zzt@mas.toZ helge@mas.toH 2 Replies Last reply
                0
                • feliks@chaos.socialF feliks@chaos.social

                  @zzt @davidgerard lol david gerard blocked me for this post. doesn't seem like he is interested in a meaningful discussion but rather prefers to delude himself... how ironic

                  zzt@mas.toZ This user is from outside of this forum
                  zzt@mas.toZ This user is from outside of this forum
                  zzt@mas.to
                  wrote sidst redigeret af
                  #14

                  @feliks @davidgerard you seem exhauating

                  1 Reply Last reply
                  0
                  • davidgerard@circumstances.runD davidgerard@circumstances.run

                    Students who don’t use AI are ahead on every measure

                    ‘equivalent to being around one year of schooling ahead of their peers’

                    https://www.youtube.com/watch?v=RcRY6M5_mvo&list=UU9rJrMVgcXTfa8xuMnbhAEA - video
                    https://pivottoai.libsyn.com/20260908-students-who-dont-use-ai-are-ahead-on-every-measure - podcast

                    time: 4 min 14 sec

                    https://pivot-to-ai.com/2026/09/08/students-who-dont-use-ai-are-ahead-on-every-measure/ - blog post

                    davidgerard@circumstances.runD This user is from outside of this forum
                    davidgerard@circumstances.runD This user is from outside of this forum
                    davidgerard@circumstances.run
                    wrote sidst redigeret af
                    #15

                    i had several "correlation is not causation" wankers on the youtube and mf did i fucking say it was

                    also, rich students tend to do better than poor ones, amazing

                    albi@furry.engineerA 1 Reply Last reply
                    0
                    • davidgerard@circumstances.runD davidgerard@circumstances.run

                      i had several "correlation is not causation" wankers on the youtube and mf did i fucking say it was

                      also, rich students tend to do better than poor ones, amazing

                      albi@furry.engineerA This user is from outside of this forum
                      albi@furry.engineerA This user is from outside of this forum
                      albi@furry.engineer
                      wrote sidst redigeret af
                      #16

                      @davidgerard why do you even give in to them. Ignore them. You know you do your research and some stupid Youtube comments are unlikely to give you any constructive criticism worth listening to.

                      davidgerard@circumstances.runD 1 Reply Last reply
                      0
                      • feliks@chaos.socialF feliks@chaos.social

                        @Muddobbers @davidgerard it is important to put in the work. using AI can help you with that. if you try to use it to not having to put in the work it will fail you as a tool

                        akamran@indieweb.socialA This user is from outside of this forum
                        akamran@indieweb.socialA This user is from outside of this forum
                        akamran@indieweb.social
                        wrote sidst redigeret af
                        #17

                        @feliks @Muddobbers @davidgerard or you could just do the work without frying the planet ¯\_(ツ)_/¯

                        feliks@chaos.socialF 1 Reply Last reply
                        0
                        • davidgerard@circumstances.runD davidgerard@circumstances.run

                          Students who don’t use AI are ahead on every measure

                          ‘equivalent to being around one year of schooling ahead of their peers’

                          https://www.youtube.com/watch?v=RcRY6M5_mvo&list=UU9rJrMVgcXTfa8xuMnbhAEA - video
                          https://pivottoai.libsyn.com/20260908-students-who-dont-use-ai-are-ahead-on-every-measure - podcast

                          time: 4 min 14 sec

                          https://pivot-to-ai.com/2026/09/08/students-who-dont-use-ai-are-ahead-on-every-measure/ - blog post

                          wilson6923@veganism.socialW This user is from outside of this forum
                          wilson6923@veganism.socialW This user is from outside of this forum
                          wilson6923@veganism.social
                          wrote sidst redigeret af
                          #18

                          @davidgerard https://veganism.social/@Wilson6923/117218458283233150

                          1 Reply Last reply
                          0
                          • muddobbers@infosec.exchangeM muddobbers@infosec.exchange

                            @davidgerard

                            Some MIT professor was like "go ahead, use AI, it'll help you learn computer science and this class!" but he described it as building blocks on building blocks. Unfortunately, if you use the Easy Button, you don't learn anything, so by the time the next block came by you were already one block behind knowledge-wise. It felt like the professor was encouraging his students to fail and be left behind, gleefully.

                            virag@gock.virag.topV This user is from outside of this forum
                            virag@gock.virag.topV This user is from outside of this forum
                            virag@gock.virag.top
                            wrote sidst redigeret af
                            #19
                            @Muddobbers @davidgerard based, make students get filtered
                            1 Reply Last reply
                            0
                            • albi@furry.engineerA albi@furry.engineer

                              @davidgerard why do you even give in to them. Ignore them. You know you do your research and some stupid Youtube comments are unlikely to give you any constructive criticism worth listening to.

                              davidgerard@circumstances.runD This user is from outside of this forum
                              davidgerard@circumstances.runD This user is from outside of this forum
                              davidgerard@circumstances.run
                              wrote sidst redigeret af
                              #20

                              @Albi oh there's a much better button than merely ignore, it's 🚫

                              albi@furry.engineerA 1 Reply Last reply
                              0
                              • davidgerard@circumstances.runD davidgerard@circumstances.run

                                @Albi oh there's a much better button than merely ignore, it's 🚫

                                albi@furry.engineerA This user is from outside of this forum
                                albi@furry.engineerA This user is from outside of this forum
                                albi@furry.engineer
                                wrote sidst redigeret af
                                #21

                                @davidgerard yeaa, but that's effort and I don't think they are worth even that much.

                                davidgerard@circumstances.runD 1 Reply Last reply
                                0
                                • akamran@indieweb.socialA akamran@indieweb.social

                                  @feliks @Muddobbers @davidgerard or you could just do the work without frying the planet ¯\_(ツ)_/¯

                                  feliks@chaos.socialF This user is from outside of this forum
                                  feliks@chaos.socialF This user is from outside of this forum
                                  feliks@chaos.social
                                  wrote sidst redigeret af
                                  #22

                                  @akamran @Muddobbers @davidgerard i see your point. i believe it is important to split ressource requirements and bad policies. at industrial scale this could all be less of a problem if energy was created more sustainably. on a personal scale it is relatively small as it consumes less power than a gaming PC (given normal usage patterns)

                                  it is important where data centers are built and how they are powered and cooled. i believe it is important to regulate towards public benefit

                                  1 Reply Last reply
                                  0
                                  • albi@furry.engineerA albi@furry.engineer

                                    @davidgerard yeaa, but that's effort and I don't think they are worth even that much.

                                    davidgerard@circumstances.runD This user is from outside of this forum
                                    davidgerard@circumstances.runD This user is from outside of this forum
                                    davidgerard@circumstances.run
                                    wrote sidst redigeret af
                                    #23

                                    @Albi oh i enjoy keeping a piss free loungeroom, it turns out to attract *good* comments too

                                    1 Reply Last reply
                                    0
                                    • feliks@chaos.socialF feliks@chaos.social

                                      @zzt @davidgerard lol david gerard blocked me for this post. doesn't seem like he is interested in a meaningful discussion but rather prefers to delude himself... how ironic

                                      helge@mas.toH This user is from outside of this forum
                                      helge@mas.toH This user is from outside of this forum
                                      helge@mas.to
                                      wrote sidst redigeret af
                                      #24

                                      @feliks @zzt @davidgerard You may not be correct in your assumption that you are providing meaningful discussion.

                                      1 Reply Last reply
                                      0
                                      • zzt@mas.toZ zzt@mas.to

                                        @feliks @davidgerard why didn’t you post the entire paragraph

                                        > How AI use relates to student performance is complex, varying with how students use it and what for. PISA data show that students who use AI for specific schoolwork tasks, such as summarising texts, drafting or conducting research, attain lower scores in science than students who do not use AI. In these scenarios, students who do not use AI outperform those who do, on average, by around 20 points – equivalent to being around one year of schooling ahead of their peers. However, weekly users of AI for general purposes have similar performance outcomes to non-users. Students who regularly use AI for general purposes, and have learning opportunities at school to develop AI literacy skills, tend to have slightly higher scores in science. However, these opportunities are more common among socio-economically advantaged students, risking a growing AI divide.

                                        this says that rich students do better

                                        readinglover@kolektiva.socialR This user is from outside of this forum
                                        readinglover@kolektiva.socialR This user is from outside of this forum
                                        readinglover@kolektiva.social
                                        wrote sidst redigeret af
                                        #25

                                        @zzt @feliks @davidgerard
                                        This REALLY reminds me of seeing a video essay about alcohol. It was looking closely at the widespread argument that moderate, or careful, drinking is healthier than sober living.

                                        While this was actually what lots of studies were saying, it turned out that huge part of things being this way is moderate drinkers often being wealthy people. Those with money can afford to drink socially daily, and they can afford good healthcare, healthy living, quality everything. At the same time poor people, even if trying to live healthy, cannot afford many of these things.

                                        The way traditional studies work is they show correlation between two things. Very often viewed out of context, information may look useless, or be used for propaganda. Many things only make sense when viewed as part of more complex systems.

                                        #ClassInequality #Misleading #Sober #Alcohol #Drinking #Propaganda #Health

                                        1 Reply Last reply
                                        0
                                        • davidgerard@circumstances.runD davidgerard@circumstances.run

                                          Students who don’t use AI are ahead on every measure

                                          ‘equivalent to being around one year of schooling ahead of their peers’

                                          https://www.youtube.com/watch?v=RcRY6M5_mvo&list=UU9rJrMVgcXTfa8xuMnbhAEA - video
                                          https://pivottoai.libsyn.com/20260908-students-who-dont-use-ai-are-ahead-on-every-measure - podcast

                                          time: 4 min 14 sec

                                          https://pivot-to-ai.com/2026/09/08/students-who-dont-use-ai-are-ahead-on-every-measure/ - blog post

                                          williams@mastodon.unoW This user is from outside of this forum
                                          williams@mastodon.unoW This user is from outside of this forum
                                          williams@mastodon.uno
                                          wrote sidst redigeret af
                                          #26

                                          @davidgerard If $10,000 is deposited your cash app account or PayPal unexpectedly , what will you use it for to be honest ?
                                          :A car
                                          :B Bills
                                          :c school
                                          :d families
                                          :e vacation
                                          :l donation
                                          :g food stuff
                                          :h business

                                          1 Reply Last reply
                                          0
                                          • sebastian@social.itu.dkS sebastian@social.itu.dk shared this topic
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