Col Amit Kumar 🇮🇳INDIAN COMRADE🇮🇳

Col Amit Kumar 🇮🇳INDIAN COMRADE🇮🇳

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@ColAmitkumar

Apr 26

Algorithm Politics: The New AI-Manufactured Leadership Model A Threat to Democracy: jotted for viewers... We are entering an era where leadership is no longer emerging organically from public service, ideology, or grassroots struggle. Instead, it is being manufactured packaged, polished, and projected through algorithms, data analytics, and AI-driven perception management. This is not politics. This is “Algorithm Politics.” A dangerous pattern is becoming visible: IDEA → PUBLICATION → CONTROL → LITIGATION → JUDGMENT IDEA: Narratives are carefully crafted in closed rooms using behavioral data, psychological profiling, and digital targeting. PUBLICATION: These narratives are amplified through controlled media ecosystems, influencer networks, and algorithmic prioritization on platforms. CONTROL: Public opinion is subtly shaped what you see, what you believe, and even what you question is filtered. LITIGATION: Dissenters are dragged into prolonged legal battles, exhausting them financially and mentally. JUDGMENT: By the time truth reaches institutions, perception has already been manufactured and outcomes often align with that perception. The result? 👉 Leaders are launched like products 👉 Public consent is engineered, not earned 👉 Institutions risk becoming reactive, not independent. When algorithms decide visibility, democracy loses its most essential pillar informed and independent choice. The real concern is deeper: If media narratives are controlled, where will truth emerge? If institutions are influenced, where will justice come from? If every dissent is neutralized, where will accountability survive? This is not just a political shift it is a systemic transformation of power, where technology is weaponized to replace transparency with perception. Democracy cannot survive on manufactured consent. It demands: Transparency over targeting Accountability over amplification Truth over trend If citizens do not recognize this pattern now, we risk becoming mere data points in a pre-designed political script. The question is no longer “Who is the leader?” The question is—“Who designed the leader?” Jai Hind Jai Bharath Col Amit Kumar Veteran and Advocate #100mtsresponsibility #AlgorithmPolitics #SaveDemocracy #TransparencyMatters #ManufacturedConsent #DigitalManipulation #AIInfluence #DataDrivenControl #NarrativeEngineering #MediaControl #VoiceOfTruth #StandForJustice #InstitutionalIntegrity #RightToKnow #DemocracyInDanger #SpeakUp #AccountabilityFirst #TruthMustPrevail

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Kuang Xu

Kuang Xu

@ProfKuang

17 Jan 2024

Our new preprint with Gal Mendelson @TechnionLive studying how adaptive control can "erase" relevant information from the state transitions, and consequently, impact down-stream statistical analysis. We look at the statistical task of detecting service slowdown, but the phenomenon of information erasure due to adaptive control is likely more general. arxiv.org/abs/2401.07305 Work in progress. Welcome feedback ideas on how to extend this. #statistics #operationsresearch #queueingsystems #datadrivencontrol

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ACC2026

ACC2026 @ACC_Control

8 May 2023

📢 Tutorial 3 at #ACC2023: Data-Driven Control Organizers: 🔸 Anuradha Annaswamy, MIT 🔸 Yan Wang, Ford Research & Advanced Engineering Explore the history & recent advances in data-driven control! #ControlSystems #DataDrivenControl #Engineering

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