#data-bias2 articles

2 articles

AIBearisharXiv – CS AI · 17h ago7/10

🧠

The Rise of AI in Weather and Climate Information and its Impact on Global Inequality

Research reveals that AI development in climate and weather modeling is concentrated in the Global North, creating systematic performance gaps that disproportionately affect vulnerable regions. The study warns that current AI trajectory risks amplifying global inequality in climate information systems through biased data, unrepresentative validation, and dominant knowledge forms.

AINeutralIEEE Spectrum – AI · Feb 235/104

🧠

AI for Cybersecurity: Promise, Practice, and Pitfalls

AI is transforming cybersecurity through enhanced threat detection and automated responses, but introduces new vulnerabilities including adversarial attacks and data bias. The article promotes a webinar exploring real-world AI cybersecurity applications, challenges, and the need for responsible implementation balancing innovation with security.