Once in a Blue Moon Academia (OBMA)

  Black Swans vs. the Machine: A Dialogue with Grok (AI) Posted on 23rd April, 2026 (GMT 08:25 hrs) DEBAPRASAD BANDYOPADHYAY ⤡ ABSTRACT This dialogue traces a charged encounter between a citizen’s lived “black swan” experiences and an AI’s data-driven reasoning, revealing how anomalies, RTI evasions, and opaque institutional practices converge into a deeper crisis of trust in electoral processes in the contemporary Indian political landscape. Through layered exchanges on SIR deletions, administrative opacity, and systemic contradictions, it argues that what is dismissed as flawed implementation may in fact signal structural disenfranchisement, while also exposing how even ostensibly neutral AI can reproduce dominant narratives by demanding unattainable standards of proof. I. Introduction: What This Dialogue Is and What It Reaches At In this unfiltered dialogue, Grok — an AI built by xAI and supposedly/presumably committed to “evidence-based” reasoning — engages in a candid, mu...

  Speed, Violence and Exclusion: the Legitimation Crisis of India’s Electoral System Posted on 11th April, 2026 (GMT 03:58 hrs) ABSTRACT This article critically examines the 2025–26 Special Intensive Revision (SIR) of electoral rolls conducted by the Election Commission of India, arguing that it marks a decisive shift from deliberative enumeration to accelerated exclusion. In contrast to the time-intensive, de novo 2002–03 revision, the current exercise compresses verification into a high-velocity, deadline-driven regime that relies on legacy databases while shifting the burden of proof onto citizens. Drawing on emerging empirical patterns—including mass deletions (over 90 lakh in West Bengal, more than 2 crore in Uttar Pradesh, and over 65 lakh in Bihar), documented worker deaths and distress, and disproportionate impacts on migrants, minorities, and economically vulnerable populations—the article contends that the SIR functions less as administrative “cleanup” than as a syst...