Volume 1, Issue 6

The Digital Personal Data Protection Act of 2023 took its first real bite on 13 November 2025, when the Ministry of Electronics and Information Technology notified the operative Rules and set the clock for full enforcement to 13 May 2027. Indian venture capital was busy with other things. The industry deployed about USD 12 billion across 159,157 DPIIT-recognised startups in 2025 without any standard way of asking whether those startups could survive the new law. This paper builds the missing tool. It is a complete due diligence framework calibrated to the DPDP, designed for use by venture capital firms, private equity funds, angel networks, accelerators, and the lawyers who serve them. The framework has four parts: a twelve-stage diligence sequence that walks the investor through every place a DPDP problem can hide; a Startup Data Risk Score on one hundred points that converts diligence findings into a single number; a Privacy Compliance Maturity Model with five tiers that lets the investor compare one startup against another; and an Investor Risk Rating Framework that turns the score into term-sheet line items — how much to discount the valuation, how large an indemnity to take, how much to keep in escrow, and how long the survival period should run. The urgency is not theoretical: the IBM Cost of a Data Breach Report 2025 records that the average breach in India now costs INR 220 million, and incidents at Byju’s, Hathway, boAt, BSNL and Mobikwik confirm the same risk lives at every layer of the Indian digital economy.

The dynamic random-access memory (DRAM) market is going through a complete reversal of recent trends, shifting from a market of plenty and negative margins to one of the most rapid increases in contract pricing in the history of semiconductor memory, as reported contract pricing for commodity DRAM rose by about 700 percent over four years and by over 170 percent year-over-year in one quarter of 2025. This paper addresses two questions. First, it asks how much of the recent DRAM shortage is being caused by supply-chain disruption as opposed to strategic supply management by a small group of manufacturers. Secondly, it addresses the impact on DRAM demand from the swift adoption of artificial intelligence (AI) and whether that acceleration is a direct driver of the price increase. Using facts from industry sources, corporate disclosures, market research reports, and a June 2026 antitrust class action filed in the Northern District of California, the paper suggests that the lack of supply is as much a true structural dislocation caused by demand as it is an ‘amplified’ supply disruption. It also explores as a competing hypothesis the notion that state-backed Chinese capacity growth has been a distorting force in the market and concludes that existing evidence is more supportive of recognising China as a market opportunist than a builder of scarcity.

Advances in generative artificial intelligence have led to the development of ‘griefbots’, ‘deadbots’ and other ‘digital immortality’ services that reconstruct a dead person’s voice, image and conversational style from data they left behind in life. These technologies are sold to the bereaved as a comfort, a way to keep talking to those who have died for years after their demise. This paper considers whether such technologies help or hinder the natural psychological process of grief and what ethical and legal safeguards should accompany their use. Drawing on established psychological models of bereavement — including attachment theory, the continuing bonds model and the dual process model — and the diagnostic criteria for Prolonged Grief Disorder in the DSM-5-TR, the paper contends that digital immortality technologies occupy an unresolved middle ground. Used transparently and for a limited period, they can support healthy continuing bonds, but they also carry a documented risk of fostering avoidance, dependency, and complicated grief when they substitute for, rather than assist, the psychological work of mourning. It also explores the ethical implications of the practice, especially the lack of consent from the deceased, the commodification of grief, and the global regulatory vacuum around post-mortem data. The study concludes that digital immortality is not inherently therapeutic or harmful; its psychological effects depend on the design of the technology, the manner of its introduction and the availability (or lack thereof) of professional and legal safeguards.

Elite female athletes are simultaneously exposed to two demanding physiological systems: a hypothalamic-pituitary-gonadal axis that governs reproductive and menstrual function, and a hypothalamic-pituitary-adrenal axis that mediates the response to psychological and physical stress. A growing body of evidence indicates that these systems are not independent; chronic psychological stress, whether generated by competitive pressure, financial insecurity, selection anxiety, injury, or the cumulative load of training, can suppress gonadotropin-releasing hormone pulsatility and precipitate menstrual dysfunction, including oligomenorrhea, secondary amenorrhea, and functional hypothalamic amenorrhea. This review synthesizes epidemiological, endocrinological, and sport-science literature published between 1982 and 2026 to examine the prevalence of menstrual irregularities among elite female athletes, the neuroendocrine mechanisms linking psychological stress to reproductive suppression, the overlapping constructs of the Female Athlete Triad, Relative Energy Deficiency in Sport, and overtraining syndrome, and the consequences of these conditions for athletic performance, injury risk, and bone health. Reported prevalence of menstrual dysfunction among athletes ranges from 6% to 79%, substantially exceeding the 2% to 5% observed in the general population, with marked variation by sport type, culture, and energy availability. Concurrently, 4% to 68% of elite athletes report depressive symptoms and up to 33.6% report combined anxiety and depressive symptoms, with female athletes consistently reporting higher rates than male counterparts. The review further evaluates evidence on menstrual cycle phase and performance, concluding that while injury risk and subjective well-being show more consistent luteal-phase decrements, objective performance findings remain heterogeneous and are frequently confounded by inadequate hormonal verification. The review closes with a discussion of methodological limitations, sociocultural moderators, and implications for athlete monitoring, screening, and interdisciplinary management.

The rapid emergence of central bank digital currencies (CBDCs), private stablecoins, and distributed-ledger-based settlement platforms has renewed a longstanding question in international financial law and policy: whether these innovations can displace the Society for Worldwide Interbank Financial Telecommunication (SWIFT) as the principal infrastructure for cross-border payments. This paper undertakes a neutral, evidence-based, doctrinal and analytical examination of that question. It situates SWIFT within its cooperative governance structure, its systemic importance under G10 oversight, and its function as a messaging — rather than settlement — network, before examining the design, legal status and operational maturity of CBDCs (illustrated through Project mBridge, the digital euro and the digital yuan), stablecoins (examined through the United States’ GENIUS Act and the European Union’s Markets in Crypto-Assets Regulation), and retail fast-payment linkages such as India’s Unified Payments Interface (UPI). The paper analyses these systems against the regulatory architecture erected by the Financial Action Task Force, the Bank for International Settlements, the International Monetary Fund, the World Bank and the G20 Roadmap for Enhancing Cross-Border Payments, with particular attention to anti-money laundering and countering-the-financing-of-terrorism (AML/CFT) compliance, sanctions enforcement, financial stability and interoperability under ISO 20022. The study finds that no single emerging technology currently possesses the near-universal reach, legal certainty, or governance neutrality that has sustained SWIFT’s position for over five decades, but that several technologies address specific frictions — cost, settlement speed, and correspondent-banking fragility — that SWIFT-dependent correspondent banking has struggled to resolve. Rather than a binary contest of replacement, the evidence points toward a layered and jurisdictionally fragmented future in which SWIFT, CBDCs, stablecoins and fast-payment systems are likely to coexist, interconnect through evolving messaging standards, and compete selectively across specific corridors and use-cases. The paper concludes by offering calibrated recommendations for regulators and market participants navigating this transitional landscape, while expressly declining to predict SWIFT’s obsolescence.