Research Domains
Independent analysis across six AI domains, sourced from peer-reviewed journals, preprint servers, and regulatory publications
Six Areas of Analysis
Each domain covers verified developments with links to original sources
AI in Health
From protein structure prediction to diagnostic imaging, AI is reshaping clinical practice and drug discovery. The FDA has approved 967+ AI-enabled medical devices in radiology. AlphaFold 2 won the 2024 Nobel Prize in Chemistry.
Read Analysis →Mental WellnessMental Wellness
Examining how AI tools are being studied and deployed in mental health screening, triage, and support. Research remains early-stage with significant questions about efficacy and equity.
Read Analysis →AI in EducationAI in Education
Tracking adaptive learning systems, AI tutoring, and the digital divide in educational AI access. Khan Academy's Khanmigo piloted to approximately 65,000 students across 53 US school districts.
Read Analysis →AI for EnvironmentAI for Environment
How machine learning supports climate modelling, biodiversity monitoring, and conservation. Including Google DeepMind's flood forecasting system and Rainforest Connection's acoustic sensors.
Read Analysis →AI Ethics & PolicyAI Ethics & Policy
Regulatory frameworks, algorithmic bias research, and governance of AI systems worldwide. The EU AI Act entered into force on 1 August 2024. The NIST AI Risk Management Framework was published in January 2023.
Read Analysis →CybersecurityCybersecurity
AI-powered threat detection, adversarial machine learning, and vulnerability discovery research. Including deepfake detection and intrusion detection systems.
Read Analysis →Our Approach
Transparent, source-driven analysis
Source Monitoring
We track peer-reviewed journals (Nature Digital Medicine, The Lancet Digital Health, JAMA Network Open, NEJM AI, Science, Nature), preprint servers (arXiv, medRxiv, bioRxiv), and official regulatory publications (FDA, EMA, WHO).
Source Type Labelling
Every article clearly labels its sources as peer-reviewed, preprint, industry report, or regulatory document. Industry-funded research is flagged. Methodological limitations are noted.
Open Publication
Analysis is published with primary source links, funding disclosures where applicable, and plain-language summaries. All content is freely accessible.