the machine pupil
2021, made using RunwayML, p5js, Bramble
This project uses an object-recognition machine learning model to explore the place of automation in teaching math.
The machine learning model was trained to recognise specific geometric patterns - triangles, circles, intersections, ‘cuts’ and ‘areas of complexity’. It then attempted to do so for randomised patterns, as well as trying to apply the same logic on a japanese visual multiplication system. It’s failures are paradoxical for a mathematical system and question ‘the right way’ of teaching logical reasoning.
This project uses an object-recognition machine learning model to explore the place of automation in teaching math.
The machine learning model was trained to recognise specific geometric patterns - triangles, circles, intersections, ‘cuts’ and ‘areas of complexity’. It then attempted to do so for randomised patterns, as well as trying to apply the same logic on a japanese visual multiplication system. It’s failures are paradoxical for a mathematical system and question ‘the right way’ of teaching logical reasoning.
semiotics key:
![](https://freight.cargo.site/t/original/i/7ad676df129aad217d032ab2802728aa387e9840e69f8708f630cb7c1174c194/Semiotics-booklet_Page_1.jpg)
![](https://freight.cargo.site/t/original/i/ddc19ae21d241f1aea63e6e94fcbc24ad573dc963bb244c22504eb2e88f0f136/Semiotics-booklet_Page_2.jpg)
example set:
![](https://freight.cargo.site/t/original/i/54d23bbd6f664edb23b625860e95631532ca1f4bc52655a7d525fe24dc6f30ac/ASR1-1_Page_02.jpg)
![](https://freight.cargo.site/t/original/i/2a41450095dd389b39729a2e94312df4f41c137a117bfaa91b718cca3a891489/ASR1-1_Page_03.jpg)
![](https://freight.cargo.site/t/original/i/00baea6dd26f41920e26e289f3f4fd96fe87ec42773640544b252e4f8fb2b529/ASR1-1_Page_04.jpg)
![](https://freight.cargo.site/t/original/i/74d130d4d6ad86b955ff453c709f3abbdc1cb2efd96f48447a80d220e8cfd300/ASR1-1_Page_05.jpg)
![](https://freight.cargo.site/t/original/i/b5909dd7064c5e8f12903548676829e6225f83e78592b2910297cac7a3325055/ASR1-1_Page_06.jpg)
![](https://freight.cargo.site/t/original/i/241ebb1db0835095aecc2b78713be00e5c17cc5eee61b6a19a62bad51ed9201d/ASR1-1_Page_07.jpg)
![](https://freight.cargo.site/t/original/i/7a555c0d907aad86ba109235d09dd87f6eb2f8b02bffd75d208d8e16d9596d5e/ASR1-1_Page_08.jpg)
![](https://freight.cargo.site/t/original/i/5a2322f0b18eef487b3d50674b0dceacb321b98975c2ca122cea17d7c26007b9/ASR1-1_Page_09.jpg)
![](https://freight.cargo.site/t/original/i/ab46e02dc49c6cdfcb351fcc5980697ff46758b18bca32c619c938d3583cb4fb/ASR1-1_Page_10.jpg)
![](https://freight.cargo.site/t/original/i/c72c804c7bb29ff60d6e933f73f67b7bad70f9b9bf82defcaa87760d5e3c743b/ASR1-1_Page_11.jpg)