HealthContested · G 73 / P 69
Source article: Artificial Intelligence-Based CTA Software for Real-World Detection of Large Vessel Occlusion in Acute Ischemic Stroke
Problem
The same e-CTA tool showed progressively lower sensitivity for more distal occlusions, dropping to 73% for distal M1 with only moderate agreement with experts, and excluded non-target occlusions from primary analysis, requiring adjunctive rather than standalone use.
European NeurologyGain
In routine practice between May 2023 and May 2025, Brainomix e-CTA achieved 84% sensitivity and 95% specificity for LVO detection and reduced time to diagnostic conclusion for readers of different experience levels, with 94% sensitivity for ICA/proximal M1 occlusions.
European NeurologyMedia & ArtsContested · G 53 / P 52
Source article: Record Industry Proposes Adding Labels to AI-Generated Music
Problem
Music that utilizes AI can be released without a standardized label informing listeners about AI use.
Rolling StoneGain
Adding labels to music that utilizes AI would give listeners clear disclosure about AI involvement.
Rolling StoneLaborContested · G 56 / P 57
Source article: Artificial intelligence will cost jobs, admits Liz Kendall
Problem
Increasing deployment of AI in the UK economy is expected to eliminate some existing jobs, with concern focused on graduate entry roles in law and finance.
The GuardianGain
Government plan to accelerate AI adoption is projected to create new employment around four AI growth zones and to train up to 10 million British workers in basic AI skills by 2030.
The GuardianOtherContested · G 58 / P 60
Source article: Israeli command system identified 850,000 targets in Gaza and Lebanon wars, says supplier
Problem
At 1,000 real-time targets per day flagged by the AI-assisted Tzayad system, soldiers could not thoroughly assess collateral damage and civilian risk, coinciding with 71,269 Palestinians killed in Gaza.
The GuardianGain
Tzayad digital army program using AI to support tactical decision-making increased speed of fire support and enabled detection of 850,000 real-time intel targets across Gaza and Lebanon theaters.
The GuardianMedia & ArtsContested · G 54 / P 55
Source article: Why are respected film-makers suddenly embracing AI?
Problem
Routine use of AI-generated sets, lighting and imagery in typical film productions risks further visual degradation and enables plagiarism and crew displacement framed as mass layoffs.
The GuardianGain
When given proper time and human oversight, AI tools for sets, lighting and imagery can produce film visuals that are effectively invisible and sharply reduce production budgets.
The GuardianPolicyPositive state · G 64 / P 55
Source article: Elon Musk’s xAI sues Colorado over new rules for artificial intelligence
Problem
xAI alleges Colorado's AI law violates First Amendment protections by prohibiting disfavored AI speech and compelling developers to promote the state's views on equity and race.
The GuardianGain
Colorado's 2024 AI law would require AI developers to implement safeguards to protect residents from algorithmic discrimination in education, employment, healthcare, housing and financial services.
The GuardianHealthNegative state · G 65 / P 70
Source article: Reproducibility and Validation Challenges in AI-Driven Scaffold Design for Bone Regeneration
Problem
Translational progress of AI applied to bioink formulation and bioprinting for bone regeneration remains constrained by small datasets, limited cross-platform validation, and weak links between computational predictions and biological outcomes.
Tissue Engineering Part B: ReviewsGain
Physics-informed models improve robustness and generalizability over purely data-driven approaches when applied to scaffold-based bone regeneration design and fabrication control.
Tissue Engineering Part B: ReviewsLaborContested · G 67 / P 67
Source article: A Framework for Future Human Resource Management Individual Competencies: An Integrative Review
Problem
Automation and AI have affected HRM professional roles and taken over some HRM functions, imposing new competency requirements that existing research has not fully mapped.
Athens Journal of Business & EconomicsClimateContested · G 70 / P 72
Source article: Automation and Sustainability—The Impact of AI on Energy Consumption and Other Key Features of Industry 4.0/5.0 Technologies
Problem
Expanding AI and digital infrastructure for automation increases demand for computing energy, raising concerns about data center efficiency and carbon footprint under the Green AI vs Red AI divide.
Applied SciencesGain
AI-based automation in Industry 4.0/5.0 reduces energy consumption and waste on production lines by optimizing processes and minimizing downtime.
Applied SciencesHealthContested · G 72 / P 74
Source article: Robustness in deep learning models for medical diagnostics: security and adversarial challenges towards robust AI applications
Problem
Deep learning models for medical diagnosis struggle to maintain performance when faced with adversarial or noisy inputs, and are vulnerable to adversarial attacks that deceive models and privacy attacks that extract sensitive patient information.
Artificial Intelligence ReviewGain
Adversarial training, input preprocessing, data augmentation and uncertainty estimation are being explored to enhance robustness and reliability features of deep learning medical diagnosis systems built on TensorFlow and PyTorch.
Artificial Intelligence ReviewMedia & ArtsContested · G 65 / P 66
Source article: Prompting AI Art: An Investigation into the Creative Skill of Prompt Engineering
HealthContested · G 69 / P 70
Source article: Revolutionizing Personalized Medicine: Synergy with Multi-Omics Data Generation, Main Hurdles, and Future Perspectives
Problem
Realizing multi-omics personalized medicine is hindered by complexity of integrating different omics layers, high cost of data generation, and unresolved issues of data privacy, standardization, and validation across diverse populations.
BiomedicinesGain
Integrating genomics, transcriptomics, proteomics and metabolomics with machine learning enables more precise and tailored therapeutic strategies that improve treatment efficacy and reduce adverse effects.
BiomedicinesLaborContested · G 69 / P 66
Source article: Artificial Intelligence and Its Role in Shaping Organizational Work Practices and Culture
Problem
AI adoption in organizations can create cultural misalignment and trigger employee resistance alongside ethical concerns.
Administrative SciencesGain
AI adoption in organizations can improve work practices by increasing efficiency, productivity, and innovation.
Administrative SciencesHealthNegative state · G 67 / P 73
Source article: Clinical applications of artificial intelligence in hypertension management: current evidence and future perspectives
Problem
Most AI hypertension studies remain retrospective or internally validated, with few demonstrating external validation or gains in hard outcomes like cardiovascular events or mortality, plus barriers of bias, interpretability, and infrastructure.
HerzGain
AI models predicted incident hypertension and cardiovascular risk from EHRs, wearables and multimodal data with AUCs around 0.75 to 0.90, supporting personalized therapy and remote monitoring.
HerzHealthNegative state · G 69 / P 75
Source article: Artificial Intelligence in Ischemic Stroke Lesion Segmentation: A Narrative Review of Deep Learning Methods, Clinical Utility, and Future Directions
Problem
Most studies were retrospective and may not reflect real-world performance and access constraints, and CT segmentation remains constrained by subtle early ischemic changes and poor generalization, limiting equitable clinical deployment.
Journal of Imaging Informatics in MedicineGain
Deep learning models, especially U-Net variants and newer transformer ensembles, improved ischemic stroke lesion segmentation on MRI, achieving Dice scores above 0.80 and approaching 0.90 in multisite DWI reports, to support faster treatment selection and quantification.
Journal of Imaging Informatics in Medicine