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    AI WORKFLOWS

    Indian firms begin to see AI returns, but readiness to manage risks falls: Report

    A report from IT services provider Kyndryl suggests that infrastructure upgrades alone may not be enough, with companies also needing to address governance, cybersecurity and organisational capabilities

    Bigger cheques, fewer winners in India’s AI boom

    Indian AI startups raised $1.6 billion in funding during the first nine months of 2026. While AI infrastructure attracted significant investments, application startups faced declining funding and challenges in securing customers. Large transactions constituted most of the total funding, highlighting a disparity in investment distribution.

    Sundar Pichai pens welcome note to Mark Zuckerberg, says 'excited to serve Google Cloud customers'

    Google CEO Sundar Pichai welcomed Meta CEO Mark Zuckerberg's announcement that three of the company's AI models are now available on Google Cloud's Model Garden. The models feature multimodal capabilities and context windows of up to 1 million tokens, marking a collaboration between the two tech giants.

    Gemini 4 Carbon opens to developers, enterprises with advanced AI capabilities for complex tasks

    Google has expanded access to its Gemini 4 Carbon artificial intelligence (AI) model to developers, businesses, scientists and consumers, as it seeks to bring advanced AI capabilities to tasks such as software development, financial research and cybersecurity that require multiple steps and extended reasoning.

    Mark Zuckerberg reveals Meta’s Muse AI models are now available on Google Cloud, here's what Sundar Pichai said

    Mark Zuckerberg announced that Muse Ember, Muse Spark 1.3, and Muse Wonder are now available on Google Cloud. The announcement received a positive response from Google CEO Sundar Pichai, who expressed his excitement. Muse Ember is designed for cost-efficient repetitive tasks and handles coding and document processing. Muse Wonder focuses on complex software engineering tasks with multi-step workflow capabilities and advanced reasoning.

    Adobe MAX 2026: AI Agents Come to Photoshop, Premiere Pro and Illustrator in Major Creative Cloud Overhaul

    Adobe has now unveiled a major AI overhaul at MAX 2026, that brings intelligent AI agents to Photoshop, Premiere Pro, Illustrator and other Creative Cloud apps. The new tools can execute complex creative tasks, automate repetitive workflows and work with third-party AI assistants, while Adobe expands Firefly and GenStudio with new capabilities for creators and businesses.

    • Disney taps Adobe to build custom AI for its theme parks, studios and ESPN

      Disney has partnered up with Adobe on a multi-year deal in order to develop custom AI models trained on its characters, visual styles and fictional worlds. The technology will be explored across Disney’s theme parks, cruise line, film studios and ESPN, with applications ranging from concept art to sports content production.

      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.

      AI could eliminate up to 70% of manual risk tasks in banks, free capacity for strategic roles: McKinsey

      McKinsey said banks could reinvest half of the capacity released through automation into stronger analytical capabilities, strategic risk advisory and faster portfolio decisions. The remaining capacity could be directed towards specialised AI engineering, data governance and platform development.

      Anthropic unveils Fable 5.2 and Mythos 5.2, its most powerful AI models yet: All you need to know

      In a blog post, Anthropic said both models improve on coding, reasoning and vision, and cost less than the 5.1 versions. “Testers have found that Fable 5.2 and Mythos 5.2 communicate more clearly than past Fable and Mythos models,” it added.

      Linguistic barriers & legacy tech slow India’s VoiceAI shift

      India’s broader conversational artificial intelligence market, spanning voice and text-based applications, is estimated at $500-550 million and has an addressable opportunity of about $4 billion over the next decade, growing at 23-25% annually, Deloitte India estimates.

      From streaming to software, microdrama startups rewrite their growth pitch

      Peak XV Partners-backed Dashverse has discontinued its consumer platform DashReels and is looking to raise $30-40 million, largely for Frameo AI, its video production software for businesses. Eloelo, which raised $80 million this week led by Hornbill Capital and NBCUniversal, is investing in Dolphin AI, its new production suite, alongside content creation and international expansion.

      AI Can Measure How ESG Really Impacts the Bottom Line

      Advances in large language models are making rigorous sustainability analysis dramatically faster and cheaper, allowing investors and other stakeholders to connect companies’ disclosed environmental and social risks directly to financialperformance in a matter of hours rather than weeks. Applying a simple methodology to ExxonMobil, the authors used AI to map sustainability-related issues to specific financial statement line items and estimate their impact on earnings and value, demonstrating both the promise and the limitations of AI-assisted analysis. As these capabilities become widely accessible, the competitive advantage long held by ESG ratings agencies, standard setters, and sustainable fund managers may erode, shifting attention from proprietary scores toward transparent assumptions and financial consequences. Human judgment remains essential to validate AI-generated outputs, but the broader trend is clear: sustainability analysis is becoming more democratized, financially grounded, and adaptable, with significant implications for how investors, regulators, and other institutions assess corporate performance and value creation.

      Arunoday Singh-headed O-Health secures strategic funding

      O-Health has received strategic funding from several investors to advance its healthcare technology solutions. The company aims to enhance its voice-first AI-enabled clinical pre-assessment platform for better patient information management. The investment will support the expansion into additional healthcare sectors and development of indigenous AI models and clinical hardware. O-Health plans to broaden its focus to include preventive health technologies and intelligent hospital workflows.

      Bad AI cholesterol vs good AI cholesterol

      The Magnificent 7 of Big Tech has recently experienced a staggering drop, losing over $1 trillion in collective market value. This decline is fueled by apprehensions regarding spending on artificial intelligence and rampant inflation. As challenges loom for AI investments—particularly in legal and borrowing contexts—investors must now navigate a landscape where distinguishing between thriving and failing AI projects is crucial.

      Box expands Nvidia partnership, unveils AI workflow builder

      Box Context Retrieval, a new search engine built on Nvidia's Nemotron models, will be generally available to Enterprise Advanced customers early next year, the company said.

      OpenAI will acquire Pierre Computer Company, the developer of open-source coding tools, to expand its Codex platform's capabilities in building, understanding and reviewing software, as it looks to strengthen the role of AI agents across the software development process.

      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.

      How businesses are using generative AI to create content at scale

      The integration of generative AI into creative workflows is revolutionizing content production and innovation. Many Indian creators are witnessing enhanced business success and operational efficiency through these tools. Nonetheless, human intervention is vital to uphold brand consistency and quality in the final results. At the ET AI Awards 2027, outstanding organizations leveraging generative AI in their creative practices will be celebrated.

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