China Shifts PhDs to Product-Based Evaluation, India's Anusandhan NRF and RDI Push Aim to Align Research with National Missions

India's AI Pipeline: 43% Women STEM Graduates, Only 10% in Leadership – Need for Inclusive AI

India's AI ambition faces a hidden gender crisis: women drop from 43% of STEM graduates to just 10% of senior AI leadership. This pipeline leakage, driven by social barriers and digital divide, risks automating existing inequalities. For exam aspirants, this article provides critical data on gender disparity in tech and the imperative for inclusive AI development.

VP Launches India Valve Registry for Heart Valve Disease Research; TN Reports 2,590 Valve Replacements in 20 Months

The Vice-President launched the India Valve Registry, a first-of-its-kind clinician-led platform to collect real-world data on valvular heart disease and interventions in India. The registry will generate India-specific evidence to improve patient care, while Tamil Nadu's CMCHIS data reveals 2,590 valve replacements in 20 months, highlighting the burden of rheumatic heart disease and the success of state-led healthcare.

MeitY Summons Meta Global Team Over Algorithmic Bias; Parliamentary Panel to Question

Government summons Meta's global team to clarify algorithmic bias and role in public order after MeitY rejects technical glitch explanation. Parliamentary panel will also question the company. This highlights growing regulatory scrutiny on social media algorithms and their societal impact.

NOTTO Reports 20,000+ Transplants in 2025, Launches Portal and Swap Guidelines

NOTTO released 2025 data showing over 20,000 transplants, persistent gender disparity in organ donation (68% female donors vs 78% male recipients), and launched a new digital portal to enhance transparency. New swap transplantation guidelines aim to expand matching beyond single hospitals, but legal recognition under THOTA is still pending.

Meta Trial: $567 Mn Penalty for Child Addiction, 29-State Probe on Social Media Design

A US trial against Meta over addictive social media design for children could reshape Big Tech accountability. With penalties of $567 million and a $6 million jury verdict, this case highlights the growing scrutiny of platform design and its impact on youth mental health, a key issue for GS2 (Social Justice) and GS3 (Technology).

FSSAI Initiates 3 Cases Against Nestlé India Over IMS Act, Biotin Levels

FSSAI has initiated three separate cases against Nestlé India for alleged violations of the IMS Act and food safety regulations related to infant formula promotional claims and biotin content. This action reinforces India's strict stance on protecting breastfeeding practices and regulating infant nutrition marketing. For exams, this links to the FSS Act, IMS Act, and regulatory enforcement mechanisms.

NOTTO Launches Real-Time Portal for Organ Transplants: National Waiting Lists, Aadhaar-Linked Pledges

NOTTO has launched a real-time portal to create a unified national waiting list for organ transplants, making allocation transparent and efficient. Aadhaar-linked pledges ensure donor wishes are honored. This is a major step towards equitable organ distribution and reducing state-level disparities.

Private Industry Accounts for 51.8% of India's R&D Spending; ANRF Corpus ₹50,000 Cr

India's private sector has overtaken the government in R&D spending for the first time, accounting for 51.8% in 2023-24. However, part of the surge is due to better data capture. India's R&D intensity remains low at 0.84% of GDP. The Anusandhan National Research Foundation (₹50,000 crore) aims to boost private sector research and deepen the research workforce.