Joshan Mahmud (@JoshanMahmud) header
Joshan Mahmud (@JoshanMahmud) profile picture

Composer, Software Engineer, Director of JMSquared Consultancy

London, England
Joined September 2011
Photo by Joshan Mahmud (@JoshanMahmud)Photo by Joshan Mahmud (@JoshanMahmud)Photo by Joshan Mahmud (@JoshanMahmud)Photo by Joshan Mahmud (@JoshanMahmud)Photo by Joshan Mahmud (@JoshanMahmud)Photo by Joshan Mahmud (@JoshanMahmud)Photo by Joshan Mahmud (@JoshanMahmud)Photo by Joshan Mahmud (@JoshanMahmud)Photo by Joshan Mahmud (@JoshanMahmud)Photo by Joshan Mahmud (@JoshanMahmud)
Brave step from @ednewtonrex - I like the idea of 'clean' AI models being an attribute of future AI and related products.
I’ve resigned from my role leading the Audio team at Stability AI, because I don’t agree with the company’s opinion that training generative AI models on copyrighted works is ‘fair use’. First off, I want to say that there are lots of people at Stability who are deeply thoughtful about these issues. I’m proud that we were able to launch a state-of-the-art AI music generation product trained on licensed training data, sharing the revenue from the model with rights-holders. I’m grateful to my many colleagues who worked on this with me and who supported our team, and particularly to Emad for giving us the opportunity to build and ship it. I’m thankful for my time at Stability, and in many ways I think they take a more nuanced view on this topic than some of their competitors. But, despite this, I wasn’t able to change the prevailing opinion on fair use at the company. This was made clear when the US Copyright Office recently invited public comments on generative AI and copyright, and Stability was one of many AI companies to respond. Stability’s 23-page submission included this on its opening page: “We believe that Al development is an acceptable, transformative, and socially-beneficial use of existing content that is protected by fair use”. For those unfamiliar with ‘fair use’, this claims that training an AI model on copyrighted works doesn’t infringe the copyright in those works, so it can be done without permission, and without payment. This is a position that is fairly standard across many of the large generative AI companies, and other big tech companies building these models — it’s far from a view that is unique to Stability. But it’s a position I disagree with. I disagree because one of the factors affecting whether the act of copying is fair use, according to Congress, is “the effect of the use upon the potential market for or value of the copyrighted work”. Today’s generative AI models can clearly be used to create works that compete with the copyrighted works they are trained on. So I don’t see how using copyrighted works to train generative AI models of this nature can be considered fair use. But setting aside the fair use argument for a moment — since ‘fair use’ wasn’t designed with generative AI in mind — training generative AI models in this way is, to me, wrong. Companies worth billions of dollars are, without permission, training generative AI models on creators’ works, which are then being used to create new content that in many cases can compete with the original works. I don’t see how this can be acceptable in a society that has set up the economics of the creative arts such that creators rely on copyright. To be clear, I’m a supporter of generative AI. It will have many benefits — that’s why I’ve worked on it for 13 years. But I can only support generative AI that doesn’t exploit creators by training models — which may replace them — on their work without permission. I’m sure I’m not the only person inside these generative AI companies who doesn’t think the claim of ‘fair use’ is fair to creators. I hope others will speak up, either internally or in public, so that companies realise that exploiting creators can’t be the long-term solution in generative AI.
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Very happy cello duet written by me over lockdown and performed by the amazing Katherine Jenkinson & Nicholas Holland!!!
Replying to @JoshanMahmud
Specifically #Isolinear ft Katherine Jenkinson. & Nicholas Holland.
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By Night Volume 2 out today! Listen to both. Volume 1 + 2 on all streaming platforms! Link in bio
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New EP - By Night Volume 1 is out on 4th August 2023!!! Pre-Save now to download free track: link in bio...
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Amazing day working with @ckgospelchoir at Orpheus Studio!!! Awesome track coming soon!! @ Haggerston instagram.com/p/ClJ_23nj0_u0… – at Hackney, London
So given the current weather issues, crazy politics, unusual working conditions we are all living in, I've just realised that "Howling Mad" Mudock is Reginald Barclay.....
Enjoyed speaking about Automated Azure Dashboard Generation, using the Kustomaur library at this year's @dddsouthwest github.com/jmahmud/Kustomaur
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Very sad to hear about Harrison Birtwistle. Was an amazing composer and inspiration. I remember studying his metric modulations in Silbury Air a fantastic time Jenny and I had seeing The Minotaur at the @RoyalOperaHouse
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Joshan Mahmud retweeted
Our contributor Joshan Mahmud is an accomplished musician and composer – he is a pianist with the contemporary jazz piano trio “Moda Trio”, and has also had his music composition played by the BBC Concert Orchestra: otia.io/2022/03/25/joshan-ma… @JoshanMahmud #Music #Jazz #Composer
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The time complexity of an Index lookup is O(log(N)). The time complexity of a complex SQL query is astronomical in comparison. More CPU == more heat == Global Warming Do future generations a favor and stop joining tables. #NoSQL @MongoDB
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My amazing wife, explaining why it's important to have the #CovidVaccine whilst pregnant
Jenny Mahmud was pleased to get two doses of the #COVIDVaccine when she was pregnant, so she could protect herself and her baby, Millie. Find out more about vaccination in pregnancy at nhs.uk/conditions/coronaviru…
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Joshan Mahmud retweeted
Desmonds,little miss Joscelyn, the real McCoy,goodness gracious me, informer,porkpie, killing eve,casualty,Holly,Eastenders, Black to Front day,the mash report,Live at the Apollo( sometimes) enterprice, people just do nothin, famalam,Luther All British shows , no?
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Joshan Mahmud retweeted
Of course Emma Raducanu listens to jazz… we only ever do two sets
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