PolicyNegative state · G 66 / P 73
Source article: The role of over-reliance on AI in the negative consequences of student learning: The moderating effects of ethical concerns and institutional policies
Problem
Over-reliance on AI tools is associated with diminished analytical skills, reduced critical thinking and engagement, and ethical risks including academic dishonesty and data privacy issues.
Cogent EducationGain
AI tools can enhance educational experiences for undergraduate and postgraduate students when integrated in a balanced way.
Cogent EducationScienceContested · G 66 / P 70
Source article: Can Generative AI improve social science?
Problem
Bias in training data and other issues including ethics, replication, environmental impact, and proliferation of low-quality research can negatively impact social science research using generative AI.
Proceedings of the National Academy of SciencesEducationContested · G 73 / P 72
Source article: A focused review of artificial intelligence in education: Evolution and challenges
EducationContested · G 69 / P 70
Source article: Google Gemini as a next generation AI educational tool: a review of emerging educational technology
Problem
Integrating Google Gemini into education presents significant challenges and ethical considerations that must be addressed.
Smart Learning EnvironmentsGain
Google Gemini can process text, image, audio, and video inputs to generate diverse content types for educational use.
Smart Learning EnvironmentsPolicyPositive state · G 78 / P 72
Source article: The impact of generative artificial intelligence on socioeconomic inequalities and policy making
Problem
Generative AI may expand misinformation, distribute workplace benefits unevenly, widen the digital divide in education, and deepen pre-existing inequalities in healthcare.
PNAS NexusGain
Generative AI can boost workplace productivity, create new jobs, offer personalized learning in education, and improve diagnostics and accessibility in healthcare.
PNAS NexusMedia & ArtsContested · G 64 / P 66
Source article: MANAGEMENT OF AI-GENERATED MUSIC INTELLECTUAL PROPERTY
PolicyContested · G 69 / P 68
Source article: Justitia ex machina: The impact of an AI system on legal decision-making and discretionary authority
Problem
Use of the AI system for traffic violation appeals impacts decisions made by legal experts and creates tensions between street-level bureaucrats, screen-level bureaucrats and street-level algorithms.
Big Data & SocietyGain
AI system for traffic violation appeals at a Dutch court can best be applied in support of legal decision-making and its process design may mitigate some risks of algorithmic decision-making.
Big Data & SocietyHealthNegative state · G 68 / P 73
Source article: ChatGPT Provides Satisfactory but Occasionally Inaccurate Answers to Common Patient Hip Arthroscopy Questions
Problem
ChatGPT responses contained incorrect information in more than one instance and were written at a college graduate reading level, requiring caution for patient education.
ArthroscopyGain
ChatGPT provided satisfactory answers to common patient hip arthroscopy questions, with half of responses graded A and another 30% graded B by fellowship-trained surgeons.
ArthroscopyMedia & ArtsNegative state · G 64 / P 70
Source article: Artificial intelligence in the music streaming value chain: Exploring artists' and users’ perceptions on content creation and algorithmic consumption
Problem
Generative AI may amplify existing dysfunctions of streaming platforms, threaten livelihoods of music professionals, and raise governance and transparency concerns.
Telecommunications PolicyGain
Generative AI can lower barriers to entry for music creation, expanding who can participate in making music.
Telecommunications PolicyMedia & ArtsContested · G 67 / P 71
Source article: Reclaiming the Sonic Archive: AI, Data Sovereignty, and the Future of Mijikenda Music
Problem
Applying conventional Western-rooted AI tools to Mijikenda musical heritage risks perpetuating digital colonialism through decontextualisation of sacred practices, infringement of data sovereignty, and cultural appropriation.
Journal of Visual and Performing ArtsGain
A decolonial framework grounding AI in Indigenous Knowledge Systems could shift AI from extraction to community-led cultural care for Mijikenda music, empowering communities and sustaining living sonic heritage.
Journal of Visual and Performing ArtsEducationContested · G 74 / P 70
Source article: From concerns to benefits: a comprehensive study of ChatGPT usage in education
ScienceContested · G 67 / P 67
Source article: Thinking Machines: Mathematical Reasoning in the Age of LLMs
Problem
Despite parallels to coding, LLMs still struggle with formalized mathematics, where proof synthesis remains brittle and advances have been significantly more challenging.
Big Data and Cognitive ComputingGain
Large Language Models have demonstrated strong capabilities in structured reasoning and symbolic tasks, with coding succeeding as a concrete application area.
Big Data and Cognitive ComputingBusinessContested · G 69 / P 66
Source article: Precision Farming with Smart Sensors: Current State, Challenges and Future Outlook
Problem
Smart sensor deployment in precision farming is limited by calibration issues, data privacy concerns, interoperability gaps and adoption barriers.
SensorsGain
Integration of smart sensors with IoT and AI has transformed agricultural data collection and use to optimize yield, conserve resources and improve farm efficiency.
SensorsPolicyContested · G 68 / P 68
Source article: Regulating AI-powered consumer contracts: risks, remedies, and global legal responses|Regolamentazione dei contratti dei consumatori basati sull’Intelligenza Artificiale: rischi, rimedi e risposte giuridiche globali
PolicyContested · G 70 / P 71
Source article: Advances in artificial intelligence: a review for the creative industries
Problem
In creative applications, AI hallucinations require essential human oversight for creative direction, alongside emerging challenges of copyright concerns, bias mitigation, high computational demands, and lack of robust regulatory frameworks.
Artificial Intelligence ReviewGain
Since 2022, transformers, LLMs, diffusion models and implicit neural representations have established new capabilities in text-to-image/video generation and real-time 3D reconstruction, shifting AI from support tool to core creative technology in the creative industries.
Artificial Intelligence Review