From 638fb12d92e87794ba9e813692d14d130bc841a0 Mon Sep 17 00:00:00 2001 From: Shadowfacts Date: Fri, 5 Jun 2020 10:22:35 -0400 Subject: [PATCH] Add "Algorithmic Bias" --- site/posts/2020-06-05-algorithmic-bias.md | 17 +++++++++++++++++ .../2020/algorithmic-bias/youtube_thumb.png | Bin 0 -> 463450 bytes 2 files changed, 17 insertions(+) create mode 100644 site/posts/2020-06-05-algorithmic-bias.md create mode 100644 site/static/2020/algorithmic-bias/youtube_thumb.png diff --git a/site/posts/2020-06-05-algorithmic-bias.md b/site/posts/2020-06-05-algorithmic-bias.md new file mode 100644 index 0000000..ffb34d2 --- /dev/null +++ b/site/posts/2020-06-05-algorithmic-bias.md @@ -0,0 +1,17 @@ +``` +metadata.title = "Algorithmic Bias" +metadata.category = "misc" +metadata.date = "2020-06-05 09:55:42 -0400" +metadata.shortDesc = "" +``` + +I am subscribed to Marques Brownlee on YouTube. I watch almost every one of his videos. YouTube is smart. It knows this, it recommends me almost all of his videos. But not this one. No matter how many times I refresh the page. No matter how far down the page I scroll. Despite the fact that the video has gotten 2.3 million views in 16 hours, performing better than a number of his recent videos. Despite the fact that it's recommending me videos that are from people I am not subscribed to, videos that are years old, videos that I have watched before, videos that are about politics, videos that are about the ongoing Black Lives Matter protests in the wake of George Floyd's murder. + +This is what algorithmic bias looks like. **Algorithms are not neutral.**[^1] + +
+ YouTube thumbnail of an MKBHD video +
A screenshot of the thumbnail for a YouTube video from MKBHD titled "Reflecting on the Color of My Skin".
+
+ +[^1]: "Algorithm" is a word here used not in the purely computer science sense, but to mean a element of software which operates in a black box, often with a machine learning component, with little or no human supervision, input, or control. diff --git a/site/static/2020/algorithmic-bias/youtube_thumb.png b/site/static/2020/algorithmic-bias/youtube_thumb.png new file mode 100644 index 0000000000000000000000000000000000000000..a160164e8942cf1650b91255cd67717e656529ca GIT binary patch literal 463450 zcmeFYbyQnjw>KJ~KuduXTA)~H@ab!&ojwGDYi{m+;Q9F0recbKN@l=R8Tkf68K*#Ts)6}yfu zIPV7SZ)~~;m2od@eZJF0OLXMf2RhZp3D8Ofm_2im<}@^T#qEFbTQs`@_A>KpRG1`* z`q)}O(oj}6kwulkrJd4UGJB12o@s5)uRyTV~q%XoI?;tMyNH+wq@nB@S|2IpLdM20XIYo> zR(O1?6lvCIa1cQ+R?;!;@xBVTa#b5zQJIBv>+UAyQ_|=NR7gY5D=Ws?-!m^NSy7G*^fpt)Lp!M_8$MD=D9j9nsXc7lcoPv=A@< zcsxTtTC&M>i*y{){}%S!bxr}a$T~VbD^9WJoE4LcWyyzc`J;$JYghRe3Pfv@ddYwqM)DmxHrTOvui5= zwuJJ7oMT014!deOJ%s`n^a$eqo<)_k^0muEW4FT_KQ{A%^7JZYg`Q_pZ`!wZ!fIG+ 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