tag > ML
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Reducing all interfaces to text prompts is a failure of imagination and inhumane.
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"TANGO: Text to Audio using iNstruction-Guided diffusiOn": Site: https://tango-web.github.io/ Paper: https://openreview.net/pdf?id=1Sn2WqLku1e Code: https://github.com/declare-lab/tango
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Will mass-adoption of generative AI tools increase or decrease the historical awareness of humanity?
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Wondering how many teams have written the ethics section on their site with ChatGPT and how ethical that is...
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Human-Centered Machine Learning
Designing Human-Centered Machine Learning systems is a great challenge & opportunity. Instead of trying to replace humans, aim to empower them with tools that play to their natural strengths. Especially in creative domains, human-in-the-loop systems are an under-explored frontier.
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Generative AI sparks excitement in countless people eager to explore new storytelling methods, despite them lacking a story to tell. It mirrors those who spend years preparing to create art, only to never actually produce any. Welcome to the era of Great Computational Comedy
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Cross-pollination of ideas across disciplines is an incredible catalyst for innovation. Unearthing gems from one domain and applying them to another can unlock refreshing creative perspectives.
Image adapted from SuSketch: Surrogate Models of Gameplay as a Design Assistant (video)
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"Remembering when jack clark and friends included the *complete* alibaba IPO as funding for ai along with a random china electric car company and the sale of ARM to nvidia (which never happened?!)"
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I'm fortunate to have many musicians as friends. Most of them are deeply worried about the impending AI-generated music wave. As practitioners in this field, we bear a responsibility to take this seriously & focus on creating tools that empower musicians, rather than replace them
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The misconception that generative music is merely a technical challenge must be debunked. As technical capabilities become open-sourced & commoditized rapidly, the challenges lie in crafting meaningful tools, interfaces, new business models, and fostering a thriving community.
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While the AI revolution is profound, so far you can't dance to it. This is about to change.
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Imagine a future where a handful of powerful incumbents monopolize the burgeoning generative music landscape, using forceful tactics to maintain their stronghold. This would stifle artistic freedom & innovation, even as these giants claim to champion the very opposite.
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Intelligence is the easy bit. Inter-species cooperation and ecosystem balance across the web of life is the complex bit. Love is the eternal mystery.
