International Journal of Scientific Research and Engineering Development

International Journal of Scientific Research and Engineering Development


( International Peer Reviewed Open Access Journal ) ISSN [ Online ] : 2581 - 7175
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Autonomous AI Agent Testing and Safety Validation Framework


📑 Paper Information
📑 Paper Title Autonomous AI Agent Testing and Safety Validation Framework
👤 Authors Sanjeeve Kumar Gajadi
📘 Published Issue Volume 9 Issue 6
📅 Year of Publication 2026
🆔 Unique Identification Number IJSRED-V9I6P20
🌐 DOI 10.5281/zenodo.24049689
📝 Abstract
Air pollution and the changing climate are connected because several human activities release pollutants that influence both. Acid deposition mainly develops when sulphur dioxide (SO₂) and nitrogen oxides (NOₓ) react in the atmosphere and return to the surface through wet or dry processes. Climate change, in contrast, is driven largely by the accumulation of heat-trapping gases such as carbon dioxide and methane. Although the two problems share some emission sources, their atmospheric behaviour, geographical reach and consequences are different. This paper reviews the chemistry and major sources of acid deposition, explains the greenhouse effect and the principal drivers of global warming, and compares their effects on ecosystems, infrastructure and people. It also considers the cooling influence of sulphate aerosols, the interaction between changing climate conditions and pollutant deposition, and the policy measures used to reduce emissions. Experience with acid-rain control demonstrates the value of measurable limits, monitoring and cooperation between countries. However, climate mitigation requires a much broader and longer-term transformation of energy, transport, industry and land use.
📝 How to Cite
Sanjeeve Kumar Gajadi, "Autonomous AI Agent Testing and Safety Validation Framework" International Journal of Scientific Research and Engineering Development, V9(6): Page(143-144) November - December 2026. ISSN: 2581-7175. www.ijsred.com. Published by Scientific and Academic Research Publishing.