Ranks distinct AI gain and problem claims from the published record. Scores reward impact, independent source strength, scale, confidence, and recency.
A December 2025 peer-reviewed paper in ShodhKosh examines management of AI-generated music intellectual property. It describes autonomous composition via deep-learning and neural networks, analyzes how human and AI creativity differ on intent and originality, and finds existing copyright regimes ineffective at assigning ownership and authorship to non-human creators.
Researchers conducted action research on the development and deployment of an AI system to process traffic violation appeals at a Dutch court, using interviews, observations, documents and a user-experiment to compare decisions made by, with and without the system.
This peer-reviewed paper examines ethical implications of applying artificial intelligence to Indigenous musical heritage of the Mijikenda communities on Kenya's coast. It finds a divergence between AI's extractive logic and holistic Indigenous Knowledge Systems, with risks of decontextualising sacred practices and infringing data sovereignty.
Published June 2, 2024, this peer-reviewed study explored why university students adopt ChatGPT, examining how self-learning capabilities affect knowledge acquisition and application, how personalization relates to novelty value and benefits, and how individual impact, innovativeness, and barriers shape behavioral intention and actual use.
On 2026-08-08, reporting described researchers using AI to design complete viral genomes that function in labs. The work was presented as a first for AI-designed brand new viruses.
In January 2025, Photo Brussels festival at the Hangar gallery exhibited 17 projects that use AI text-to-image tools to make photographs, curated by Michel Poivert. Artists including Pascal Sgro, Brodbeck and de Barbuat, and Claudia Jaguaribe used Midjourney and other AI research to build fictional airline ads, re-stage iconic portraits, and reconstruct portraits of historically overlooked Brazilian women.
On 7 February 2026, The Guardian reported an AI analysis by Swiss company Art Recognition of two near-identical paintings titled Saint Francis of Assisi Receiving the Stigmata held in Philadelphia and Turin and attributed to Jan van Eyck. The system found no Van Eyck brushstrokes, rating the works 91% negative and 86% negative, while rating The Arnolfini Portrait in London 89% likely authentic.
On 21 July 2026, Nine Entertainment told staff at the Sydney Morning Herald and the Age it would cut around 30 roles through voluntary and targeted redundancies. Publishing managing director Tory Maguire said the company is in an extreme state of disruption because of AI, with reader revenue stalling for the first time in three years and digital subscription revenue down 6% last year.
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