Artificial intelligence is reshaping societies, economies, and digital ecosystems, but its potential is often undermined by systemic bias, ethical concerns and security vulnerabilities. To navigate these complex challenges, the research team at Aapti Institute embarked on an in-depth investigation. This work has culminated in a structured framework that we hope will not only illuminate the multifaceted risks associated with AI but also provide strategic pathways to harness its benefits responsibly.

Divided into two core pillars, the report first examines how bias in AI arises at various stages—from data collection to deployment—calling for systemic interventions to ensure fairness and accountability. The second pillar focuses on AI’s dual role in digital integrity and cybersecurity, highlighting both its promise in enhancing security and its susceptibility to exploitation. To bridge the gap between technological advancements and responsible governance, the report categorizes governance challenges, maps out key vulnerabilities, and offers targeted strategies to address these evolving concerns.

You can read the report here: