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Beyond the X-Ray: 5 Surprising Truths from Telangana’s Landmark Caste Survey

In the landscape of Indian social policy, political leaders have long called for a "social X-ray" to understand the skeletal structure of our population. But in March 2025, with the release of the Socio, Economic, Educational, Employment, Political and Caste (SEEEPC) Survey, Telangana provided something far more diagnostic. If an X-ray merely identifies the presence of a bone, this survey functions as an MRI, revealing the "soft tissue damage"—the deep-seated deprivation and systemic scarring—that afflicts 3.55 crore people across 242 distinct castes. This monumental dataset does not merely count heads; it diagnoses a "social disparity illness." By quantifying the lived experiences of 35 million citizens, the survey challenges our most basic assumptions about who is moving forward and who is being left behind in the race for development. 1. The CBI: A New Metric for Human Dignity For decades, the currency of social justice in India has been "...
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Telangana: SEEEPC Survey , The Reddy Community

 In the context of the Telangana Socio, Economic, Educational, Employment, Political and Caste (SEEEPC) Survey , the Reddy community is classified within the General Caste (OC) category . The sources describe them as a relatively prosperous and influential group with a strong historical presence in both the agricultural and professional sectors of the state. Key characteristics of the Reddy community include: Geographic Distribution: Approximately 62% of Reddys live in rural Telangana, a figure significantly higher than other prominent General Caste groups like the Komatis, of whom only 30% reside in rural areas Dominance in Land Ownership: The Reddy community holds a historical advantage in land accumulation, owning the highest share of total land in the state relative to their population . This significant landholding status makes them primary beneficiaries of agricultural welfare schemes, such as Rythu Bharosa, Rythu Bhima, and Free Electricity for Agriculture Professional and E...

Injustice Towards BCs Since Time Immemorial: Another Example - Women's Reservation Amendment Bill, 2026

  The Central Government is set to introduce a constitutional amendment bill (The 131st Constitutional Amendment Bill) in Parliament tomorrow (April 16, 2026) to implement women's reservation. Through this bill, women will immediately receive 33% reservation in the Lok Sabha and State Legislative Assemblies. This includes a 1/3 sub-reservation for SC and ST women, and 1/3 reservation for women within the General category. However, there is no special sub-reservation for OBC (BC) women. Because this is a horizontal reservation , it applies only to categories that already have vertical reservation (SC/ST). Since OBCs lack vertical reservation in legislative bodies, OBC women are excluded from this benefit. While this reservation is undoubtedly important for increasing women's political participation and granting them a dignified place in society, it completely neglects OBC women. Great leaders like Mulayam Singh Yadav, Lalu Prasad Yadav, and Kanshi Ram had warned ...

Economic Architecture for the Superintelligence Era

A new industrial policy Artificial intelligence is advancing at a pace that rivals the Industrial Revolution. Unlike past cycles, market forces alone cannot manage the concentration of wealth or the displacement of human roles. A proactive, people-first policy is needed to ensure superintelligence benefits society at large. The aim is shared prosperity, risk mitigation, and democratized access to AI tools. Modernising the tax base As value shifts from human labour to automated outputs, payroll taxes erode. To sustain social programmes, revenue must be rebalanced. Capital gains and corporate taxes should capture AI-driven profits, while levies on automated labour replace lost payroll contributions. Incentives must reward firms that retrain and retain workers, ensuring AI augments rather than replaces human agency. Public Wealth Fund A Public Wealth Fund would give every citizen a direct stake in AI growth. Seeded by government and frontier AI firms, it would invest in equity, AI-adoptin...

AI & The Labour Market: The capability mirage

  Artificial intelligence and the labour market The capability mirage AI can theoretically do far more than it is actually doing. The gap between those two facts is where the real story of workplace disruption lives Nagesh Bhushan T he headlines write themselves. Robots are coming for your job. The white-collar workforce faces an existential reckoning. Artificial intelligence will hollow out the professional class within a decade. These predictions are not entirely wrong — but they are, at present, substantially premature. The more interesting story is not what large language models can theoretically do. It is the yawning chasm between that potential and what they are actually doing in workplaces today. Data from the Anthropic Economic Index — which tracks real-world API usage patterns in professional settings — provides the clearest picture yet of this gap. Among computer and mathematics occupations, large language models are theoretically capable of performing 94% o...

Iran's Defiance Forces a Superpower to Step Back

— Dr. Tirunahari Seshu When Israel, with American support, launched strikes against Iran on February 28, few expected what followed. Iran's Supreme Leader Ayatollah Khamenei and dozens of other senior figures were killed in the opening days of the campaign. Yet defying every prediction, Iran fought on for 39 days — and in doing so, managed to manoeuvre the United States into a position from which it could not extract itself with dignity. Donald Trump, who had confidently declared the war would be over in four or five weeks, found himself searching for an honourable exit. From the outset, Iran had maintained a consistent position: this was not a war it had chosen or started; it was a war imposed upon it, and therefore those who began it must end it. The world has weathered serious conflicts before — the eight-year Iran-Iraq war, the Gulf War triggered by Iraq's invasion of Kuwait — and recovered. But this confrontation was different in scale and consequence. The joint Israeli-A...

శాశ్వత విభజన రాజకీయాల మూల్యం

 నాగేశ్ భూషణ్ ఎన్నికలు గెలవడానికి పనికొచ్చిన ధ్రువీకరణ వ్యూహం — దేశాన్ని నడిపించే సంస్థలను మాత్రం మెల్లగా కొరికేస్తోంది హైదరాబాద్  ·  ఏప్రిల్ 12, 2026 "అగ్నిని ఇంధనంగా వాడినవాడు దహించుకుపోతాడు" అని పెద్దలు చెప్పారు. భారతీయ జనతా పార్టీ గత దశాబ్దంలో మత విద్వేషాన్ని రాజకీయ ఇంధనంగా మార్చుకుంది. 2014లో, 2019లో ఆ వ్యూహం పని చేసింది. కానీ 2024 సార్వత్రిక ఎన్నికలు ఒక స్పష్టమైన సందేశం ఇచ్చాయి — ప్రజలు శాశ్వతంగా మోసపోరు. 303 స్థానాలు గెలుచుకున్న పార్టీ 240కు పరిమితమైంది; మెజారిటీ మార్కు అయిన 272 కూడా దాటలేదు. మొదటిసారిగా తెలుగుదేశం పార్టీ, జనతాదళ్ వంటి మిత్రపక్షాల మద్దతు లేకుండా అధికారంలో ఉండలేని స్థితికి చేరింది. ఇది కేవలం సీట్ల లెక్క మాత్రమే కాదు. ఇందులో ఒక లోతైన హెచ్చరిక ఉంది. ఎన్నికలు గెలవడానికి పనికొచ్చిన వ్యూహం — దేశాన్ని పరిపాలించడానికి తగినదేనా? ఆ ప్రశ్నకు సమాధానం వెతికినప్పుడు, గత పది సంవత్సరాల పాలన రికార్డు ఆందోళన కలిగిస్తోంది. అంకెల్లో వాస్తవం బీజేపీ స్థానాలు — 2019 303 బీజేపీ స్థానాలు — 2024 240 మెజారిటీ మార్కు 272 పత్రికా స్వేచ్ఛ ర్యాంకు — 2014 140వ స్థానం పత్రికా స్వే...