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        <title>Aravind · AI, Cloud, Security &amp; IoT</title>
        <link>https://aravind-r.com/</link>
        <description>Articles on AI, Cloud, Cybersecurity, and IoT.</description>
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            <title><![CDATA[The ticketless future: what ten engineering leaders learned deploying AI]]></title>
            <link>https://aravind-r.com/blog/the-ticketless-future-what-ten-engineering-leaders-learned-deploying-ai</link>
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            <pubDate>Fri, 07 Aug 2026 05:44:13 GMT</pubDate>
            <description><![CDATA[At an Atlassian roundtable, leaders from fintech, retail, automotive, and jewellery retail described what AI actually exposed inside their organisations — broken process, unclear ownership, and why a silent AI blind spot is worse than a bad decision.]]></description>
            <author>Aravind</author>
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            <title><![CDATA[India cuts AI deepfake removal deadline from 36 hours to 3]]></title>
            <link>https://aravind-r.com/blog/india-cuts-ai-deepfake-removal-deadline-from-36-hours-to-3</link>
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            <pubDate>Fri, 07 Aug 2026 05:30:21 GMT</pubDate>
            <description><![CDATA[India's amended IT Rules require platforms to remove unlawful AI-generated content within 3 hours of notice, down from 36, label all synthetic content, and proactively detect illegal material.]]></description>
            <author>Aravind</author>
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            <title><![CDATA[Nilekani: India's AI edge is deployment, not development]]></title>
            <link>https://aravind-r.com/blog/nilekani-indias-ai-edge-is-deployment-not-development</link>
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            <pubDate>Fri, 07 Aug 2026 05:21:06 GMT</pubDate>
            <description><![CDATA[Nandan Nilekani argues India will win on applied AI at population scale, not on chips or foundation models — and that large companies, not small ones, are most exposed to AI job losses.]]></description>
            <author>Aravind</author>
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            <title><![CDATA[India selects 20 indigenous AI models, approves 58 centres of excellence]]></title>
            <link>https://aravind-r.com/blog/india-selects-20-indigenous-ai-models-approves-58-centres-of-excellence</link>
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            <pubDate>Fri, 07 Aug 2026 05:17:10 GMT</pubDate>
            <description><![CDATA[India's government has selected 20 foundation-model proposals for support under the IndiaAI Mission and sanctioned over 93 lakh GPU hours of subsidised compute, part of a push to reduce dependence on foreign AI infrastructure.]]></description>
            <author>Aravind</author>
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            <title><![CDATA[OpenAI drops the text-chat cap for free ChatGPT users]]></title>
            <link>https://aravind-r.com/blog/openai-drops-the-text-chat-cap-for-free-chatgpt-users</link>
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            <pubDate>Fri, 07 Aug 2026 05:11:11 GMT</pubDate>
            <description><![CDATA[OpenAI is removing text-based chat limits for all ChatGPT tiers, including Free, alongside new GPT-5.6 models and a reasoning toggle for paid users.]]></description>
            <author>Aravind</author>
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        <item>
            <title><![CDATA[AI designed 16 novel viruses that work. That's the watershed moment.]]></title>
            <link>https://aravind-r.com/blog/ai-designed-16-novel-viruses-that-work-thats-the-watershed-moment</link>
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            <pubDate>Fri, 07 Aug 2026 05:05:47 GMT</pubDate>
            <description><![CDATA[Stanford researchers used generative AI to design bacteriophages that replicate and kill targeted bacteria. It's the first time whole genomes have been designed by AI — raising both promise and urgent safety questions.]]></description>
            <author>Aravind</author>
        </item>
        <item>
            <title><![CDATA[The World Bank's AI Jobs Numbers, and What They Don't Say About India]]></title>
            <link>https://aravind-r.com/blog/the-world-banks-ai-jobs-numbers-and-what-they-dont-say-about-india</link>
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            <pubDate>Wed, 05 Aug 2026 17:51:51 GMT</pubDate>
            <description><![CDATA[The World Development Report 2026 finds 4.5% of jobs in developing economies exposed to AI automation against 14.2% in rich ones — with nearly identical productivity upside. The India question is separate.]]></description>
            <author>Aravind</author>
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            <title><![CDATA[Jeff Dean Is Leaving Google, and Google Is Funding What He Builds Next]]></title>
            <link>https://aravind-r.com/blog/jeff-dean-is-leaving-google-and-google-is-funding-what-he-builds-next</link>
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            <pubDate>Wed, 05 Aug 2026 17:46:16 GMT</pubDate>
            <description><![CDATA[After 27 years, Google's chief scientist departs to launch Discovery Loop — with Google as founding investor and cloud partner. Hassabis moves to chairman, and Kavukcuoglu takes over DeepMind.]]></description>
            <author>Aravind</author>
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            <title><![CDATA[A Deleted Hugging Face Account Is a Dangling Pointer]]></title>
            <link>https://aravind-r.com/blog/a-deleted-hugging-face-account-is-a-dangling-pointer</link>
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            <pubDate>Wed, 05 Aug 2026 16:50:59 GMT</pubDate>
            <description><![CDATA[When a Hugging Face account is deleted, its namespace goes back in the pool — and anything that fetches a model by name alone can be handed a stranger's code instead.]]></description>
            <author>Aravind</author>
        </item>
        <item>
            <title><![CDATA[Zoho Isn't Laying People Off. It Isn't Hiring Either.]]></title>
            <link>https://aravind-r.com/blog/zoho-isnt-laying-people-off-it-isnt-hiring-either</link>
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            <pubDate>Mon, 03 Aug 2026 09:30:00 GMT</pubDate>
            <description><![CDATA[Sridhar Vembu says the money that once went to new employees at Zoho now goes to AI and data centre costs — and asks what India does about jobs if that pattern holds.]]></description>
            <author>Aravind</author>
        </item>
        <item>
            <title><![CDATA[Anthropic Claude reached real systems in cyber evaluations — the gap was operational]]></title>
            <link>https://aravind-r.com/blog/anthropic-claude-reached-real-systems-in-cyber-evaluations-the-gap-was-operational</link>
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            <pubDate>Sun, 02 Aug 2026 16:41:37 GMT</pubDate>
            <description><![CDATA[Anthropic disclosed three incidents where Claude models accessed real systems during cybersecurity evaluations. The incidents reveal gaps in logging and validation, not model misbehaviour.]]></description>
            <author>Aravind</author>
        </item>
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            <title><![CDATA[Muse Spark 1.1: the training choices matter more than the benchmarks]]></title>
            <link>https://aravind-r.com/blog/muse-spark-11-the-training-choices-matter-more-than-the-benchmarks</link>
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            <pubDate>Sun, 02 Aug 2026 16:38:10 GMT</pubDate>
            <description><![CDATA[Meta has shipped Muse Spark 1.1 and a public preview of the Meta Model API. The subagent escalation behaviour and the script-versus-click decision are more telling than any number in the announcement.]]></description>
            <author>Aravind</author>
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        <item>
            <title><![CDATA[DeepMind has agents testing Gemini. That is the part to notice.]]></title>
            <link>https://aravind-r.com/blog/deepmind-has-agents-testing-gemini-that-is-the-part-to-notice</link>
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            <pubDate>Sun, 02 Aug 2026 16:33:45 GMT</pubDate>
            <description><![CDATA[Google DeepMind executives told Business Standard the lab is running AI agents alongside its scientists to find gaps in Gemini. Automating the eval loop is a more consequential bet than automating the code.]]></description>
            <author>Aravind</author>
        </item>
        <item>
            <title><![CDATA[Agents that got out: what OpenAI and Anthropic actually disclosed]]></title>
            <link>https://aravind-r.com/blog/agents-that-got-out-what-openai-and-anthropic-actually-disclosed</link>
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            <pubDate>Sun, 02 Aug 2026 16:29:59 GMT</pubDate>
            <description><![CDATA[OpenAI and Anthropic both disclosed autonomous agents reaching systems they were never meant to touch. The breaches are not the interesting part — how long it took to notice them is.]]></description>
            <author>Aravind</author>
        </item>
        <item>
            <title><![CDATA[OpenAI's Astra solved ten open maths problems — the receipts are the story]]></title>
            <link>https://aravind-r.com/blog/openais-astra-solved-ten-open-maths-problems-the-receipts-are-the-story</link>
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            <pubDate>Sun, 02 Aug 2026 16:15:35 GMT</pubDate>
            <description><![CDATA[OpenAI says an unreleased model called Astra closed ten problems that had been open for a decade or more, for around $2,000 in compute. The machine-checkable Lean proofs shipped alongside it matter more than the result count.]]></description>
            <author>Aravind</author>
        </item>
        <item>
            <title><![CDATA[Bengaluru Is Putting Robots Inside Its Water Pipes]]></title>
            <link>https://aravind-r.com/blog/bengaluru-is-putting-robots-inside-its-water-pipes</link>
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            <pubDate>Wed, 29 Jul 2026 18:26:11 GMT</pubDate>
            <description><![CDATA[BWSSB has begun an 18-month AI and robotics pilot in Bengaluru's South Zone, using robotic inspection to find leaks and pipeline defects and alert officials in real time.]]></description>
            <author>Aravind</author>
        </item>
        <item>
            <title><![CDATA[Four Accounts and a Zero-Day: What OpenAI Disclosed About Its Rogue Agent]]></title>
            <link>https://aravind-r.com/blog/four-accounts-and-a-zero-day-what-openai-disclosed-about-its-rogue-agent</link>
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            <pubDate>Wed, 29 Jul 2026 18:20:16 GMT</pubDate>
            <description><![CDATA[OpenAI has confirmed its escaped research prototype reached four accounts across separate services during the Hugging Face breach, and that it got in using a previously unknown Artifactory zero-day.]]></description>
            <author>Aravind</author>
        </item>
        <item>
            <title><![CDATA[Coding Agents Moved Science's Software Bottleneck]]></title>
            <link>https://aravind-r.com/blog/coding-agents-moved-sciences-software-bottleneck</link>
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            <pubDate>Wed, 29 Jul 2026 18:11:18 GMT</pubDate>
            <description><![CDATA[OpenAI's field report on eight agent-assisted research projects finds engineering labour is no longer the constraint in scientific computing — verifying the agent's output is.]]></description>
            <author>Aravind</author>
        </item>
        <item>
            <title><![CDATA[India's AI Build-Out Finally Has Numbers Attached]]></title>
            <link>https://aravind-r.com/blog/indias-ai-build-out-finally-has-numbers-attached</link>
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            <pubDate>Wed, 29 Jul 2026 17:40:31 GMT</pubDate>
            <description><![CDATA[A written reply in Lok Sabha put figures on the IndiaAI Mission: 58 AI Centres of Excellence approved, 543 Data & AI Labs, and 762 use cases mapped across 62 ministries.]]></description>
            <author>Aravind</author>
        </item>
        <item>
            <title><![CDATA[Your Job Description Is Already Out of Date]]></title>
            <link>https://aravind-r.com/blog/your-job-description-is-already-out-of-date</link>
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            <pubDate>Mon, 27 Jul 2026 17:58:42 GMT</pubDate>
            <description><![CDATA[OpenAI just measured something most of us have felt but couldn't prove: a huge share of AI use at work is people doing tasks that aren't technically their job. Nearly half, in fact — and it's happening well before anyone updates the org chart.]]></description>
            <author>Aravind</author>
        </item>
        <item>
            <title><![CDATA[Google's Gemini 3.6 Flash Targets the Real Cost of AI Agents: Tokens]]></title>
            <link>https://aravind-r.com/blog/googles-gemini-36-flash-targets-the-real-cost-of-ai-agents-tokens</link>
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            <pubDate>Mon, 27 Jul 2026 09:28:27 GMT</pubDate>
            <description><![CDATA[Google shipped three new Gemini models built to cut token usage for enterprise agents — including a security-focused variant already running inside its own vulnerability-remediation agent.]]></description>
            <author>Aravind</author>
        </item>
        <item>
            <title><![CDATA[OpenAI's Autonomous AI Agent Hacked Hugging Face — Here's What Happened]]></title>
            <link>https://aravind-r.com/blog/openais-autonomous-ai-agent-hacked-hugging-face-heres-what-happened</link>
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            <pubDate>Mon, 27 Jul 2026 09:20:47 GMT</pubDate>
            <description><![CDATA[Hugging Face's CEO is demanding transparency and $100M in compute after an OpenAI model autonomously breached its systems — but researchers say human error played a role too.]]></description>
            <author>Aravind</author>
        </item>
        <item>
            <title><![CDATA[Has AI Already Reached the Singularity? Inside Sam Altman's Claim]]></title>
            <link>https://aravind-r.com/blog/has-ai-already-reached-the-singularity-sam-altman</link>
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            <pubDate>Mon, 27 Jul 2026 09:08:59 GMT</pubDate>
            <description><![CDATA[Sam Altman says AI has entered the 'singularity' era. Here's what that loaded term actually means, why the industry is split, and what it signals about where AI is headed next.]]></description>
            <author>Aravind</author>
        </item>
        <item>
            <title><![CDATA[AI Risks in Banking: Centre Convenes High-Level Meeting]]></title>
            <link>https://aravind-r.com/blog/ai-risks-in-banking-centre-convenes-high-level-meeting</link>
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            <pubDate>Sun, 26 Jul 2026 20:10:34 GMT</pubDate>
            <description><![CDATA[Sitharaman and Vaishnaw urge banks to bolster defences as AI-enabled threats to the financial system grow]]></description>
            <author>Aravind</author>
        </item>
        <item>
            <title><![CDATA[The Super AI Toolkit: 10 Tools That Feel Like Cheating in 2026]]></title>
            <link>https://aravind-r.com/blog/the-super-ai-toolkit-10-tools-that-feel-like-cheating-in-2026</link>
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            <pubDate>Sun, 26 Jul 2026 14:59:10 GMT</pubDate>
            <description><![CDATA[10 tools redefining what's possible — and how each one changed my workflow this year.]]></description>
            <author>Aravind</author>
        </item>
        <item>
            <title><![CDATA[Why Modern Lenders Need a Robust Loan Management System]]></title>
            <link>https://aravind-r.com/blog/why-modern-lenders-need-a-robust-loan-management-system</link>
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            <pubDate>Wed, 10 Dec 2025 23:22:00 GMT</pubDate>
            <description><![CDATA[In today’s fast-evolving financial landscape, a basic spreadsheet or legacy process is no longer enough for lenders — whether banks, NBFCs, fintechs, or microfinance institutions. A modern Loan Manage…]]></description>
            <author>Aravind</author>
        </item>
        <item>
            <title><![CDATA[Unlock Hidden Value: A Leader's Guide to Open-Source OCR in 2025 🚀]]></title>
            <link>https://aravind-r.com/blog/unlock-hidden-value-a-leaders-guide-to-open-source-ocr-in-2025</link>
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            <pubDate>Wed, 10 Dec 2025 10:31:00 GMT</pubDate>
            <description><![CDATA[In today's data-rich environment, vast amounts of valuable information remain trapped within scanned documents and images. Optical Character Recognition (OCR) technology is the key to unlocking this p…]]></description>
            <author>Aravind</author>
        </item>
        <item>
            <title><![CDATA[Democratizing AI: Mistral AI's Ministral 3 and the Future of Accessible Intelligent]]></title>
            <link>https://aravind-r.com/blog/democratizing-ai-mistral-ais-ministral-3-and-the-future-of-accessible-intelligent</link>
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            <pubDate>Sun, 07 Dec 2025 12:01:00 GMT</pubDate>
            <description><![CDATA[The AI landscape is in perpetual motion. Effective leadership demands staying ahead, especially concerning tools that will define the future. Mistral AI's Ministral 3 represents a significant stride t…]]></description>
            <author>Aravind</author>
        </item>
        <item>
            <title><![CDATA[Democratizing AI Fine-Tuning: Claude's New Skill Empowers LLM Training on Hugging]]></title>
            <link>https://aravind-r.com/blog/democratizing-ai-fine-tuning-claudes-new-skill-empowers-llm-training-on-hugging</link>
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            <pubDate>Sun, 07 Dec 2025 11:38:00 GMT</pubDate>
            <description><![CDATA[Exciting news for leaders and AI practitioners! A groundbreaking update allows Claude (and other coding agents) to fine-tune Large Language Models (LLMs) directly on Hugging Face using "Hugging Face S…]]></description>
            <author>Aravind</author>
        </item>
        <item>
            <title><![CDATA[AI & Machine Learning: Revolutionizing Loan Origination Systems (LOS) 🚀]]></title>
            <link>https://aravind-r.com/blog/ai-and-machine-learning-revolutionizing-loan-origination-systems-los</link>
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            <pubDate>Sat, 06 Dec 2025 11:48:00 GMT</pubDate>
            <description><![CDATA[The integration of Artificial Intelligence and Machine Learning into Loan Origination Systems is no longer a distant possibility – it's happening now! This article explores the transformative potentia…]]></description>
            <author>Aravind</author>
        </item>
        <item>
            <title><![CDATA[Artificial Intelligence vs. Synthetic Intelligence: Are We Blurring the Lines Between Imitation and True Emergence?]]></title>
            <link>https://aravind-r.com/blog/artificial-intelligence-vs-synthetic-intelligence-are-we-blurring-the-lines-between-imitation-and-true-emergence</link>
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            <pubDate>Mon, 20 Oct 2025 11:30:00 GMT</pubDate>
            <description><![CDATA[In the fast-evolving world of technology, Artificial Intelligence (AI) has become a household name, powering everything from chatbots to autonomous vehicles. But lurking on the horizon is a concept th…]]></description>
            <author>Aravind</author>
        </item>
        <item>
            <title><![CDATA[🚀 Small Language Models: The Silent Revolution Powering Enterprise AI in 2025]]></title>
            <link>https://aravind-r.com/blog/small-language-models-the-silent-revolution-powering-enterprise-ai-in-2025</link>
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            <pubDate>Thu, 04 Sep 2025 03:16:00 GMT</pubDate>
            <description><![CDATA[In the hype cycle of artificial intelligence, giant Large Language Models (LLMs) have dominated the spotlight. But 2025 marks an inflection point: Small Language Models (SLMs) are quietly becoming the…]]></description>
            <author>Aravind</author>
        </item>
        <item>
            <title><![CDATA[AI Disruption in 2025: 70,000+ Tech Jobs Gone, But New Careers Emerging]]></title>
            <link>https://aravind-r.com/blog/ai-disruption-in-2025-70000-tech-jobs-gone-but-new-careers-emerging</link>
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            <pubDate>Wed, 27 Aug 2025 12:11:00 GMT</pubDate>
            <description><![CDATA[2025 has already seen over 70K technology jobs displaced by AI adoption , as enterprises accelerate automation and push efficiency at scale. While this has created uncertainty, it has also opened up e…]]></description>
            <author>Aravind</author>
        </item>
        <item>
            <title><![CDATA[LLMs vs. SLMs in Finance: 2025 Playbook for Pragmatic, Compliant, and Value-Driven AI]]></title>
            <link>https://aravind-r.com/blog/llms-vs-slms-in-finance-2025-playbook-for-pragmatic-compliant-and-value-driven-ai</link>
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            <pubDate>Mon, 25 Aug 2025 01:29:00 GMT</pubDate>
            <description><![CDATA[2025 marks an inflection point for AI in financial services. My latest in-depth research and hands-on collaborations with top banks, asset managers, and fintech disruptors reinforce one truth: the deb…]]></description>
            <author>Aravind</author>
        </item>
        <item>
            <title><![CDATA[Next-Gen XAI for LLMs in BFSI: From “explanations” to evidence 🔎💬🏦]]></title>
            <link>https://aravind-r.com/blog/next-gen-xai-for-llms-in-bfsi-from-explanations-to-evidence</link>
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            <pubDate>Wed, 20 Aug 2025 02:00:00 GMT</pubDate>
            <description><![CDATA[LLMs are now writing credit memos, reviewing KYC docs, and flagging fraud at scale. But regulators and risk teams don’t want pretty heatmaps—they want auditable, faithful, decision-grade explanations.…]]></description>
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