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  3. Reviewers in two groups were given identical resumes for Emily Clarke and James Clarke and told they had used AI.

Reviewers in two groups were given identical resumes for Emily Clarke and James Clarke and told they had used AI.

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  • rycaut@mastodon.socialR rycaut@mastodon.social

    @amydiehl @mhoye I seriously wonder how people read resumes where the name is ambiguous.

    (Eh very personal interest here - I’ve been misgendered based on my name nearly daily since I was a teenager. I’m a very cis male but daily get people asking if I’m using my wife’s card or being startled when I pick up for Shannon etc. I’ve long wondered if my resume gets penalized by bias like this study shows)

    mhoye@cosocial.caM This user is from outside of this forum
    mhoye@cosocial.caM This user is from outside of this forum
    mhoye@cosocial.ca
    wrote sidst redigeret af
    #5

    @Rycaut @amydiehl At a previous job we put a pile of work into stripping names and gender/cultural identifiers out of CVs before any human looked at them just to minimize bias. It's a lot of work. Worth doing but a lot of work.

    rycaut@mastodon.socialR 1 Reply Last reply
    0
    • amydiehl@mstdn.socialA amydiehl@mstdn.social

      Reviewers in two groups were given identical resumes for Emily Clarke and James Clarke and told they had used AI. Emily's was 2x as likely to raise doubts about competence. "She can't even write a CV herself." But James "just needed a bit of help."
      https://fortune.com/2026/05/10/identical-resume-ai-men-women-response-trust-ability/

      undead@masto.hackers.townU This user is from outside of this forum
      undead@masto.hackers.townU This user is from outside of this forum
      undead@masto.hackers.town
      wrote sidst redigeret af
      #6

      @amydiehl

      This is why I always insisted that whoever received the resumes in HR replace the names with a serial number before passing it on to another HR person to review. I could only do this for my ops team, but it made a hugely positive difference in the quality of candidates we ended up with.

      joy_intl@mastodon.onlineJ edwintorok@discuss.systemsE 2 Replies Last reply
      0
      • mhoye@cosocial.caM mhoye@cosocial.ca

        @Rycaut @amydiehl At a previous job we put a pile of work into stripping names and gender/cultural identifiers out of CVs before any human looked at them just to minimize bias. It's a lot of work. Worth doing but a lot of work.

        rycaut@mastodon.socialR This user is from outside of this forum
        rycaut@mastodon.socialR This user is from outside of this forum
        rycaut@mastodon.social
        wrote sidst redigeret af
        #7

        @mhoye @amydiehl indeed I think that’s great but also hard once the process starts - I suspect however that most companies don’t do that work (and these days many use AI filters that likely have unknown biases to filter most applications before a human even sees them.)

        It’s definitely a good idea if as a company you actually want to hire the best people and get past your own inevitable biases in that process. Hiring has been pretty broken however for a long time

        1 Reply Last reply
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        • amydiehl@mstdn.socialA amydiehl@mstdn.social

          Reviewers in two groups were given identical resumes for Emily Clarke and James Clarke and told they had used AI. Emily's was 2x as likely to raise doubts about competence. "She can't even write a CV herself." But James "just needed a bit of help."
          https://fortune.com/2026/05/10/identical-resume-ai-men-women-response-trust-ability/

          dpontifex@infosec.exchangeD This user is from outside of this forum
          dpontifex@infosec.exchangeD This user is from outside of this forum
          dpontifex@infosec.exchange
          wrote sidst redigeret af
          #8

          @amydiehl @mhoye

          “… women were consistently more skeptical than men that AI benefits would outweigh its risks, and were less convinced that their professional lives would gain because of the technology.”

          Could this be because they can recognize it as mansplaining as a service?

          ginevracat@toot.communityG 1 Reply Last reply
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          • amydiehl@mstdn.socialA amydiehl@mstdn.social

            Reviewers in two groups were given identical resumes for Emily Clarke and James Clarke and told they had used AI. Emily's was 2x as likely to raise doubts about competence. "She can't even write a CV herself." But James "just needed a bit of help."
            https://fortune.com/2026/05/10/identical-resume-ai-men-women-response-trust-ability/

            locha@fediscience.orgL This user is from outside of this forum
            locha@fediscience.orgL This user is from outside of this forum
            locha@fediscience.org
            wrote sidst redigeret af
            #9

            @amydiehl There’s a paywall. Would you share the link to the scientific paper?

            skua@mastodon.socialS 1 Reply Last reply
            0
            • amydiehl@mstdn.socialA amydiehl@mstdn.social

              Reviewers in two groups were given identical resumes for Emily Clarke and James Clarke and told they had used AI. Emily's was 2x as likely to raise doubts about competence. "She can't even write a CV herself." But James "just needed a bit of help."
              https://fortune.com/2026/05/10/identical-resume-ai-men-women-response-trust-ability/

              oberstenzian@mastodon.socialO This user is from outside of this forum
              oberstenzian@mastodon.socialO This user is from outside of this forum
              oberstenzian@mastodon.social
              wrote sidst redigeret af
              #10

              @amydiehl Now let’s try the same experiment again but with a twist:

              *POC who aren’t South East Asian of any gender versus white male*

              Pretty sure I could guess the results fairly accurately…

              me_valentijn@m.ai6yr.orgM 1 Reply Last reply
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              • rycaut@mastodon.socialR rycaut@mastodon.social

                @amydiehl @mhoye I seriously wonder how people read resumes where the name is ambiguous.

                (Eh very personal interest here - I’ve been misgendered based on my name nearly daily since I was a teenager. I’m a very cis male but daily get people asking if I’m using my wife’s card or being startled when I pick up for Shannon etc. I’ve long wondered if my resume gets penalized by bias like this study shows)

                timo21@mastodon.sdf.orgT This user is from outside of this forum
                timo21@mastodon.sdf.orgT This user is from outside of this forum
                timo21@mastodon.sdf.org
                wrote sidst redigeret af
                #11

                @Rycaut @amydiehl @mhoye That might be. I knew a white guy who used his full first name, Jerome, not Jerry or whatever. He said he was always being put in the POC box because of his first name. It didn't bother him, because he was a great guy, but he knew when it was happening.

                1 Reply Last reply
                0
                • rycaut@mastodon.socialR rycaut@mastodon.social

                  @amydiehl @mhoye I seriously wonder how people read resumes where the name is ambiguous.

                  (Eh very personal interest here - I’ve been misgendered based on my name nearly daily since I was a teenager. I’m a very cis male but daily get people asking if I’m using my wife’s card or being startled when I pick up for Shannon etc. I’ve long wondered if my resume gets penalized by bias like this study shows)

                  hypostase@bsd.networkH This user is from outside of this forum
                  hypostase@bsd.networkH This user is from outside of this forum
                  hypostase@bsd.network
                  wrote sidst redigeret af
                  #12

                  @Rycaut
                  Yes. Yes it does. I'm only a sample of one, and the rest I've seen is anecdotal, but I've had very different responses to first name v initials only.
                  Not every time, but enough. And not a few mildly disappointed oh we thought you were a bloke comments when I've used this name.
                  @amydiehl @mhoye

                  1 Reply Last reply
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                  • amydiehl@mstdn.socialA amydiehl@mstdn.social

                    Reviewers in two groups were given identical resumes for Emily Clarke and James Clarke and told they had used AI. Emily's was 2x as likely to raise doubts about competence. "She can't even write a CV herself." But James "just needed a bit of help."
                    https://fortune.com/2026/05/10/identical-resume-ai-men-women-response-trust-ability/

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

                    @amydiehl
                    jesus fucking christ.. still!

                    1 Reply Last reply
                    0
                    • locha@fediscience.orgL locha@fediscience.org

                      @amydiehl There’s a paywall. Would you share the link to the scientific paper?

                      skua@mastodon.socialS This user is from outside of this forum
                      skua@mastodon.socialS This user is from outside of this forum
                      skua@mastodon.social
                      wrote sidst redigeret af
                      #14

                      @locha @amydiehl

                      Not becoming clear that there is a journal article after searches.

                      May be very much "a study by Zehra Chatoo".

                      Zehra Chatoo; "most recently in leadership roles at Meta, culminated in the founding of Code For Good Now, a values-led consultancy helping brands and agencies grow responsibly in the age of AI."

                      I don't doubt accuracy of the study.

                      I have got concerns about the specific values embodied and promoted by former Meta-leaders and brand builders.

                      #ZehraChatoo #AISlop

                      1 Reply Last reply
                      0
                      • amydiehl@mstdn.socialA amydiehl@mstdn.social

                        Reviewers in two groups were given identical resumes for Emily Clarke and James Clarke and told they had used AI. Emily's was 2x as likely to raise doubts about competence. "She can't even write a CV herself." But James "just needed a bit of help."
                        https://fortune.com/2026/05/10/identical-resume-ai-men-women-response-trust-ability/

                        wobweger@mstdn.socialW This user is from outside of this forum
                        wobweger@mstdn.socialW This user is from outside of this forum
                        wobweger@mstdn.social
                        wrote sidst redigeret af
                        #15

                        @amydiehl 🤨

                        1 Reply Last reply
                        0
                        • oberstenzian@mastodon.socialO oberstenzian@mastodon.social

                          @amydiehl Now let’s try the same experiment again but with a twist:

                          *POC who aren’t South East Asian of any gender versus white male*

                          Pretty sure I could guess the results fairly accurately…

                          me_valentijn@m.ai6yr.orgM This user is from outside of this forum
                          me_valentijn@m.ai6yr.orgM This user is from outside of this forum
                          me_valentijn@m.ai6yr.org
                          wrote sidst redigeret af
                          #16

                          @oberstenzian @amydiehl
                          Researchers do that one periodically in the Netherlands. Results: employers are massively racist, and the politicians never care.

                          Then the anti-intersectionality White marginalized groups loudly complain about how they are treated and wonder how society ever decided it was okay to discriminate against themselves, while the politicians agree that it is indeed outrageous and unacceptable 😑

                          And nothing changes.

                          1 Reply Last reply
                          0
                          • amydiehl@mstdn.socialA amydiehl@mstdn.social

                            Reviewers in two groups were given identical resumes for Emily Clarke and James Clarke and told they had used AI. Emily's was 2x as likely to raise doubts about competence. "She can't even write a CV herself." But James "just needed a bit of help."
                            https://fortune.com/2026/05/10/identical-resume-ai-men-women-response-trust-ability/

                            faithfulljohn@mastodon.scotF This user is from outside of this forum
                            faithfulljohn@mastodon.scotF This user is from outside of this forum
                            faithfulljohn@mastodon.scot
                            wrote sidst redigeret af
                            #17

                            @amydiehl 🤮🤬😭

                            1 Reply Last reply
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                            • undead@masto.hackers.townU undead@masto.hackers.town

                              @amydiehl

                              This is why I always insisted that whoever received the resumes in HR replace the names with a serial number before passing it on to another HR person to review. I could only do this for my ops team, but it made a hugely positive difference in the quality of candidates we ended up with.

                              joy_intl@mastodon.onlineJ This user is from outside of this forum
                              joy_intl@mastodon.onlineJ This user is from outside of this forum
                              joy_intl@mastodon.online
                              wrote sidst redigeret af
                              #18

                              @undead on behalf of all people who actually want a more equitable world, thank you.

                              No one has any reason _not_ to remove identifying info like name/address from resumés/CVs (oh, and pictures!) and I don't understand why it's not a requirement.

                              @amydiehl

                              1 Reply Last reply
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                              • dpontifex@infosec.exchangeD dpontifex@infosec.exchange

                                @amydiehl @mhoye

                                “… women were consistently more skeptical than men that AI benefits would outweigh its risks, and were less convinced that their professional lives would gain because of the technology.”

                                Could this be because they can recognize it as mansplaining as a service?

                                ginevracat@toot.communityG This user is from outside of this forum
                                ginevracat@toot.communityG This user is from outside of this forum
                                ginevracat@toot.community
                                wrote sidst redigeret af
                                #19

                                @dpontifex @ShaulaEvans @amydiehl @mhoye 100%

                                1 Reply Last reply
                                0
                                • undead@masto.hackers.townU undead@masto.hackers.town

                                  @amydiehl

                                  This is why I always insisted that whoever received the resumes in HR replace the names with a serial number before passing it on to another HR person to review. I could only do this for my ops team, but it made a hugely positive difference in the quality of candidates we ended up with.

                                  edwintorok@discuss.systemsE This user is from outside of this forum
                                  edwintorok@discuss.systemsE This user is from outside of this forum
                                  edwintorok@discuss.systems
                                  wrote sidst redigeret af
                                  #20

                                  @undead @amydiehl how do you deal with projects mentioned on the CV if the name is removed? If an unfamiliar project is mentioned you may want to look it up, and then it'd be useful to know whether they were one of the main contributors (probably only relevant for people who have open source contributions on their CV).

                                  Perhaps this could be anonymized to some degree without revealing the identity (classify into: top contributor, regular contributor, occasional contributor, never contributed) which could be cross-checked against the claims on the CV. But I think a human still needs to make that judgement, evaluating contributions is not always straightforward (e.g. someone could've contributed a lot of bugreports, or wikipages, or conference talks, or could've used slightly different usernames/name spellings/etc). Also you'd need to evaluate whether those contributions are relevant for the position they apply for.

                                  Papers cited on a CV are also difficult to anonymize, they usually have a small number of authors, and together with other information on the CV it may be obvious who it is.

                                  Or do you restore the serial number back to a name for the technical evaluation/interview?

                                  viq@social.hackerspace.plV 1 Reply Last reply
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                                  • amydiehl@mstdn.socialA amydiehl@mstdn.social

                                    Reviewers in two groups were given identical resumes for Emily Clarke and James Clarke and told they had used AI. Emily's was 2x as likely to raise doubts about competence. "She can't even write a CV herself." But James "just needed a bit of help."
                                    https://fortune.com/2026/05/10/identical-resume-ai-men-women-response-trust-ability/

                                    varpie@peculiar.floristV This user is from outside of this forum
                                    varpie@peculiar.floristV This user is from outside of this forum
                                    varpie@peculiar.florist
                                    wrote sidst redigeret af
                                    #21

                                    @amydiehl Some say AI tooling is a multiplicator. Here it's just the same: the people showing doubts toward the feminine persona are just using it as an excuse to justify their inherent sexism...
                                    I'd be curious to see more details about the study though: who are the reviewers? How big are the sets of people they have to review? How does the use of AI affect their overall judgement, compared to their gender specific acceptance rate? I just don't understand where this 22% number comes from, but my guess is the use of AI isn't a significant factor here when correlated to gender.

                                    1 Reply Last reply
                                    0
                                    • edwintorok@discuss.systemsE edwintorok@discuss.systems

                                      @undead @amydiehl how do you deal with projects mentioned on the CV if the name is removed? If an unfamiliar project is mentioned you may want to look it up, and then it'd be useful to know whether they were one of the main contributors (probably only relevant for people who have open source contributions on their CV).

                                      Perhaps this could be anonymized to some degree without revealing the identity (classify into: top contributor, regular contributor, occasional contributor, never contributed) which could be cross-checked against the claims on the CV. But I think a human still needs to make that judgement, evaluating contributions is not always straightforward (e.g. someone could've contributed a lot of bugreports, or wikipages, or conference talks, or could've used slightly different usernames/name spellings/etc). Also you'd need to evaluate whether those contributions are relevant for the position they apply for.

                                      Papers cited on a CV are also difficult to anonymize, they usually have a small number of authors, and together with other information on the CV it may be obvious who it is.

                                      Or do you restore the serial number back to a name for the technical evaluation/interview?

                                      viq@social.hackerspace.plV This user is from outside of this forum
                                      viq@social.hackerspace.plV This user is from outside of this forum
                                      viq@social.hackerspace.pl
                                      wrote sidst redigeret af
                                      #22

                                      @edwintorok @undead @amydiehl during interview it's pretty obvious whether you're talking with an overweight white guy in his 60s or a rare talking cat.
                                      The point is to give them and more the same chance of getting to be interviewed. And I assume the specifics of their contributions will be discussed during interview.

                                      1 Reply Last reply
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                                      • amydiehl@mstdn.socialA amydiehl@mstdn.social

                                        Reviewers in two groups were given identical resumes for Emily Clarke and James Clarke and told they had used AI. Emily's was 2x as likely to raise doubts about competence. "She can't even write a CV herself." But James "just needed a bit of help."
                                        https://fortune.com/2026/05/10/identical-resume-ai-men-women-response-trust-ability/

                                        rysiek@mstdn.socialR This user is from outside of this forum
                                        rysiek@mstdn.socialR This user is from outside of this forum
                                        rysiek@mstdn.social
                                        wrote sidst redigeret af
                                        #23

                                        @amydiehl thank you for sharing. It's a stark reminder how much sexism there exists in the workplace.

                                        I wonder if the fact that the CVs were generated and reviewers knew about this made any difference.

                                        1 Reply Last reply
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                                        • amydiehl@mstdn.socialA amydiehl@mstdn.social

                                          Reviewers in two groups were given identical resumes for Emily Clarke and James Clarke and told they had used AI. Emily's was 2x as likely to raise doubts about competence. "She can't even write a CV herself." But James "just needed a bit of help."
                                          https://fortune.com/2026/05/10/identical-resume-ai-men-women-response-trust-ability/

                                          dresstokilt@mastodon.socialD This user is from outside of this forum
                                          dresstokilt@mastodon.socialD This user is from outside of this forum
                                          dresstokilt@mastodon.social
                                          wrote sidst redigeret af
                                          #24

                                          @amydiehl what exactly is being tested here? That two identical resumes are perceived diffently based on the assumed gender of the name at the top?

                                          If so, *why did AI* need to get involved?*

                                          1 Reply Last reply
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                                          • jwcph@helvede.netJ jwcph@helvede.net shared this topic
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