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Discover our articles that showcase ideas, opinions and perspectives—of different players, experts and stakeholders from every ecosystem—on the greatest advances in research and innovation.

FairDeDup limits social biases in AI models

• Large artificial intelligence models trained on massive datasets often produce biased results, raising important ethical questions.
• A PhD student working on a project in partnership with Adobe, Eric Slyman has developed a method to preserve fair representation in model training data.
• The new algorithm christened FairDeDup, which can be applied to a wide range of models, reduces AI training costs without scrificing fairness.
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Three people are collaborating around a laptop in a modern office environment. One of them, standing, is explaining something to the two seated individuals, who appear attentive. On the table, there is a desktop computer, a tablet, and office supplies. Plants and desks are visible in the background.
A woman stands in a train, holding a phone. She is wearing a beige coat and a blue and brown scarf. The interior of the train is bright, with seats and metal support bars.

A mathematical model to help AIs anticipate human emotions

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Conceptual image of the Thales Alenia Space data centre - Thales Alenia Space_MasterImageProgrammes

Lower emissions and reinforced digital sovereignty: the plan for datacentres in space

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person wearing bioelectronic fibre arrays for dual-ECG signal acquisition / credit: Wenyu Wang and Yuan Shui

Bioelectronics: disease monitoring sensors that can be printed directly onto human skin

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Artificial pollination: robotic solutions that aim to supplement the work of bees

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GettyImages - A woman is working on a computer, surrounded by two screens displaying code. The office environment is bright and modern, with stationery items visible on the desk.

Tom Chatfield: “AI could lead to a massive pollution of the world’s data and the erasure of trust.”

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GettyImages - A man in a gray vest is consulting a tablet on a construction site, with visible cables in the background.

Automated intervention reports for augmented technicians thanks to generative AI

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