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    AI OVERSIGHT FRAMEWORK

    AI is entering the boardroom, warehouse, and checkout. Are businesses ready?

    The AI Business Transformation Masterclass & Awards 2026 at IIM Bangalore will focus on integrating AI into businesses on 19 November. The program features sessions on enterprise AI frameworks, real-world use cases, and discussions on Agentic AI in finance, physical AI applications, and contextual commerce, culminating in the ET Most Innovative AI Product Awards.

    Companies need to overhaul cybersecurity as AI accelerates vulnerability attacks: Report

    Companies will need to fundamentally overhaul their cybersecurity strategies and increase investments in automated threat detection and vulnerability management as frontier artificial intelligence (AI) makes it easier for cyberattackers to identify and exploit software weaknesses, according to a McKinsey report.

    India leads on non-animal testing and its draft lab animal rules threaten to undo that

    India's draft Prevention of Cruelty to Animals Rules 2026 proposes significant changes to animal research regulations and oversight. It allows for harsher experimental practices that could cause severe suffering to animals. Local committees would gain power to approve experiments without thorough central review, raising concerns about ethical standards. This shift contradicts the existing legal framework established by the Prevention of Cruelty to Animals Act 1960.

    U.S. and Japanese Companies Struggle with Different Parts of AI Adoption—and Offer Different Lessons for Making It Work

    Companies in both the U.S. and Japan are struggling to deploy AI, but often in very different ways. In the U.S., deployment is wide but shallow, meaning companies struggle to create real value with AI. In Japan, deployment has moved slowly, but where it has happened, it’s often deep and fruitful. Understanding what’s happening in both contexts offers important lessons for companies trying to develop an AI strategy and demonstrate ROI on their AI investments.

    China to expand global access to yuan assets, promote Hong Kong as offshore hub

    China plans to expand global access to yuan-denominated assets and strengthen Hong Kong's role as an offshore yuan hub. Meanwhile, regulators flagged risks from surging AI investments, warning of rising leverage, higher borrowing costs and financial instability.

    India’s small companies need to see AI as more than an artificial promise

    India MSME news: India's micro, small and medium enterprises are exploring the adoption of artificial intelligence to enhance productivity. AI is expected to generate significant economic value for these enterprises in manufacturing and services sectors. Various challenges remain regarding the integration of AI into existing workflows and overcoming cost barriers. Collaborative efforts among industry bodies, technology providers, and the government are essential for facilitating this transition.

    • State-run general insurers to submit turnaround plans

      State-run general insurers must submit board-approved plans to the government for reducing unprofitable business segments. The government aims to evaluate the performance of these companies based on a time-bound roadmap for organic solvency. Policies regarding better pricing, oversight, and structured reinsurance for risky insurance areas are also being emphasized.

      US midterms may raise shutdown, debt risks; keep tariff uncertainty high: ICICI Bank

      The upcoming US midterm elections could increase the potential for a government shutdown and legislative standoffs. Democrats are predicted to have a high chance of controlling both chambers of Congress, which may impact future policies. While significant tariff changes are not expected, uncertainty for businesses may rise under new leadership. Additionally, ongoing disputes surrounding the debt ceiling could affect government financial stability.

      A desi AI kill chain? Indian military steps towards battlefield AI

      India's armed forces are working alongside Sarvam AI to establish a unified framework for military operations. The initiative focuses on improving battlefield intelligence, refining target acquisition, and streamlining decision-making across all service branches. Emphasizing a blend of cutting-edge technology and human judgment, this project signifies India’s dedication to enhancing its sovereign AI resources in the defense arena, with promising implications for operational effectiveness and data management.

      Pope says 'most urgent' challenge facing AI race is need for institutional ethical framework

      The American pope, who has made AI a key priority, said the principles are already known but what is missing are the institutions that can effectively safeguard the global common good.

      TRAI proposes board-approved AI policies, risk classification and mandatory incident reporting for telecom operators

      TRAI has proposed draft guidelines requiring telecom operators using AI to adopt board-approved policies, classify AI systems by risk and report critical incidents to the regulator. The framework also mandates AI governance committees, human oversight, impact assessments and inventories of AI systems, making telecom entities accountable for their AI-driven operations.

      India is addressing Wall Street’s favourite ‘elephant’ in the room to its own advantage

      The Indian government has identified 762 potential applications of artificial intelligence across 62 ministries and departments, spanning farming, railway safety, tax compliance, public grievances, customs and healthcare. While some tools are already in use, others remain in pilot or development stages.

      India's markets regulator Sebi weighs domestic AI model for securities trading, chairman says

      India's Securities and Exchange Board is initiating an AI supervisory system aimed at bolstering risk management strategies in the securities sector. The board is also contemplating the establishment of a domestically governed AI infrastructure to enhance the digital landscape. Chairman Tuhin Kanta Pandey highlighted the critical need for trustworthy data and robust oversight of AI applications.

      Bridging the AI production gap: Over 100,000 Indian engineers trained to Build with Gemini

      India is seeing a significant shift in its technology workforce towards enterprise AI integration and solutions. The Build with Gemini initiative has trained over 100,000 developers and architects across several major organizations. This transition emphasizes the need for professionals skilled in engineering AI for production. Global System Integrators are crucial in facilitating this workforce transformation. The evolution aims to position India as a key player in AI architecture and engineering.

      Nvidia launches OpenShell Reference Architecture to contain AI agents

      Nvidia said this architecture combines computing hardware, software and security tools to keep agents within defined boundaries aiming to address a part of the problem.

      SEBI to issue AI, machine learning guidelines for capital markets soon: Chairman

      Addressing the second Capital Market Confluence 2026 organised by the Bombay Stock Exchange Brokers' Forum, Pandey said the AI framework would follow a tiered approach with clear accountability, data controls, kill switches and human oversight. It will also align with the International Organization of Securities Commissions' supervisory toolkit for AI to support an agile governance framework.

      Sebi’s CAS guidelines likely within a week, says chief Tuhin Kanta Pandey

      Sebi chairman Tuhin Kanta Pandey said the regulator expects to issue guidelines on the settlement-price mechanism for derivatives on expiry days within a week. The move follows a review of the Closing Auction Session. Sebi is also working on simpler regulations, easier market access, lower compliance costs and stronger technological resilience.

      The auditor is no longer alone. There’s another intelligence in the room

      Auditors are increasingly adopting artificial intelligence to enhance the efficiency and accuracy of audits in India. These technological advancements allow auditors to analyze vast amounts of data and detect inconsistencies effectively. AI tools automate repetitive audit tasks, which helps auditors focus on more complex decision-making processes. The role of human judgment remains essential, as AI cannot replace professional expertise in audits.

      Keeping AI models under control: When an agent causes harm, who bears the blame?

      If an AI agent goes rogue, who do you hold responsible— the agent, the LLM developer or the human? asks EY partner Shivaprakash Abburu. Experts believe regulators are slow to build frameworks even as enterprises across the world are actively integrating AI into their workflows.

      How AI is transforming India’s BPM industry

      India's business process management landscape is remarkably transforming as it embraces artificial intelligence and smarter operations. This change signifies a shift away from age-old cost-centric models, aiming instead for tangible business results via cutting-edge technology. Leaders within the industry highlight the importance of novel workflow strategies, necessitating advanced skills and compliance mechanisms. With AI's growing presence, workforce roles are set to adapt, emphasizing critical decision-making and oversight.

      India has decades of high growth ahead, AI for humanity vision: Jaishankar

      External Affairs Minister S Jaishankar highlighted India's anticipated decades of growth during a recent Munich meeting. He emphasized the potential of emerging powers and India's unique demographic advantage in this context. Jaishankar also addressed India's approach to artificial intelligence as a model for social equity and public welfare.

      India needs its own AI safety framework, not a copy of US pact: Industry experts

      India should build its own artificial intelligence (AI) safety framework suited to its languages, scale, and application-led AI ecosystem rather than replicate a voluntary pact signed by US President Donald Trump and top technology firms last week, industry experts said.

      Shaktikanta Das, PM's Principal Secretary-2, says India within striking distance of 8% growth

      Shaktikanta Das highlighted India's impressive 7.8% GDP growth in the first quarter of the financial year. He emphasized the role of strong domestic demand and structural reforms in facilitating this growth. Das noted that enhanced governance and digital systems significantly contributed to economic stability and performance.

      India needs its own AI safety framework, not a copy of US pact: Industry experts

      Industry experts say India should develop an AI safety framework tailored to its own languages, scale and application-driven ecosystem rather than simply copy the voluntary US pact signed by major tech firms. While there is broad support for independent audits, accountability and safeguards against deepfakes and cyberattacks, experts differ on whether India should rely mainly on self-regulation or combine voluntary standards with binding rules.

      Trump has just fired the starting gun on a new Cold War with China

      The US-China AI race is increasingly taking on the character of a Cold War-style strategic contest, with artificial intelligence becoming linked to economic power, military capability, national security and technological leadership.

      RBI Governor Sanjay Malhotra flags rising financial risks, warns against complacency as West Asia conflict adds to inflation pressure

      Sanjay Malhotra highlighted the need for vigilance regarding financial vulnerabilities at the Kautilya Economic Conclave. He emphasized that banking and financial stress can develop suddenly yet take years to resolve. Malhotra pointed out the interplay of geopolitical and economic factors complicating current financial stability predictions. He stressed the Reserve Bank of India's role in maintaining financial resilience through appropriate regulations and supervision.

      Trump calls Sundar Pichai a ‘monster’; Google CEO has the perfect comeback: 'Hopefully a better tagline than I’m a...'

      During a recent press interaction, US President Donald Trump humorously referred to Google CEO Sundar Pichai as a 'monster'. Trump's playful comment emphasized how little people know about Pichai and stressed his name distinctly. In response to the compliment, Pichai made a light-hearted joke regarding the situation. This unexpected exchange between them captured attention and prompted reactions online. The moments showcased the humorous dynamics of their relationship during the engagement.

      ET Graphics: All hands on deck for AI safety

      There’s still no common industry framework, with firms taking different approaches to testing, oversight and risk management. Tanya Pandey looks at the different safety frameworks emerging across the frontier AI industry.

      SiMa AI raises $150 million in funding to advance physical AI technology and robotics

      The round was co-led by Fidelity Management & Research Company and Amplify, with participation from Alter Venture Partners, Dell Technologies Capital and StepStone Group, founder and chief executive Krishna Rangasayee told ET. AllianceBernstein, Baron Capital and JPMorgan joined the round as new investors.

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