Tag Archives: humaint

Si en un equip hi ha diversitats representades, els resultats són més inclusius

Entrevista sobre música e inteligencia artificial (en catalàn) en Catalunya Música, donde hemos hablado de algunos de mis proyectos como #PHENICX, #TROMPA y #HUMAINT.

La puedes escuchar aquí.

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Measuring the Occupational Impact of AI: Tasks, Cognitive Abilities and AI Benchmarks

I am very proud to share the result of a truly interdisciplinary work as part of the HUMAINT project I lead, with Songül Tolan (economist), Annarosa Pesole (social scientist), Fernando Martínez-Plumed (computer scientist), Enrique Fernández-Macías (social scientist), and myself (engineering).

Abstract

In this paper we develop a framework for analysing the impact of Artificial Intelligence (AI) on occupations. This framework maps 59 generic tasks from worker surveys and an occupational database to 14 cognitive abilities (that we extract from the cognitive science literature) and these to a comprehensive list of 328 AI benchmarks used to evaluate research intensity across a broad range of different AI areas. The use of cognitive abilities as an intermediate layer, instead of mapping work tasks to AI benchmarks directly, allows for an identification of potential AI exposure for tasks for which AI applications have not been explicitly created. An application of our framework to occupational databases gives insights into the abilities through which AI is most likely to affect jobs and allows for a ranking of occupations with respect to AI exposure. Moreover, we show that some jobs that were not known to be affected by previous waves of automation may now be subject to higher AI exposure. Finally, we find that some of the abilities where AI research is currently very intense are linked to tasks with comparatively limited labour input in the labour markets of advanced economies (e.g., visual and auditory processing using deep learning, and sensorimotor interaction through (deep) reinforcement learning).

This article appears in the special track on AI and Society.

Article

https://www.jair.org/index.php/jair/article/view/12647

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Entrevista en el mundo sobre inteligencia artificial

Entrevista en el mundo por Silvia Moreno sobre la inteligencia artificial y el impacto que está y tendrá en el futuro en las personas

https://www.elmundo.es/papel/lideres/201 8/09/25/5ba81ccb268e3eee488b462d.html   

 

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Interview at ACM SIGMM Records and the need for interdisciplinary research

The March Issue (Vol.10, Issue 1) of ACM SIGMM Records (News for the Multimedia Community) is out and it includes an interview of myself for the interdisciplinary column, kindly chaired by Cynthia Liem and Jochen Huber.

It is awesome already that there is an interdisciplinary column at SIGMM, recognising the challenges and also the potential of interdisciplinary research and insights as a way to have a comprehensive understanding, in this case, of multimedia computing. I was very pleased to ask questions about my experience in the MIR field and about diversity and interdisciplinarity.

You can read the interview and other interesting content here.

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Hello world: el ¿primer? álbum ¿creado? por ¿inteligencia? artificial. 

Hoy en el programa de Radio Clásica, Longitud de Onda #LDOnda explicaré cuál ha sido el proceso de elaboración de “Hello world“, que según sus creadores es el primer álbum creado por inteligencia artificial.

Podréis escuchar el programa hoy en directo o más tarde en los podcasts de Longitud de Onda. También podéis escuchar otros programas en los que he participado aquí.

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¿Qué impacto tendrá la inteligencia artificial en el comportamiento humano?

Noticia en la web de la UPF sobre el nuevo proyecto HUMAINT

Podéis leerla aquí.

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