V10R — Vishnu Rajkumar archive index - Title: The Enterprise Security Model That Agentic AI Quietly Broke URL: https://www.v10r.in/essays/the-enterprise-security-model-that-agentic-ai-quietly-broke Summary: Agentic AI breaks the enterprise security model built around human credentials, forcing a shift from protecting secrets to governing authority in motion. Tags: enterprise, security, agentic-ai, architecture, software, technology, ai Published: 2026-07-09 Modified: 2026-07-09 Collection: field-notes - Title: The Queue Was the Operating Model URL: https://www.v10r.in/essays/linkedin-2026-06-23-the-queue-was-the-operating-model Summary: The queue was never just a process detail. It was the real operating model: a system for turning uncertainty into controlled human coordination. Tags: ai, operations, governance, strategy, enterprise Published: 2026-06-23 Modified: 2026-06-23 Collection: field-notes - Title: AI Is Too Important to Be Left To Its Believers URL: https://www.v10r.in/essays/linkedin-2026-06-11-ai-is-too-important-to-be-left-to-its-believers Summary: AI is too consequential to be left to enthusiasts. The conversation needs less prophecy, more proof, and a lot more precision. Tags: ai, judgment, strategy, leadership, governance Published: 2026-06-11 Modified: 2026-06-11 Collection: essay - Title: When Work Stops Meaning the Same Thing URL: https://www.v10r.in/essays/linkedin-2026-02-26-when-work-stops-meaning-the-same-thing Summary: Work is no longer one shared contract. Different generations are optimizing for different virtues, and organizations have not caught up. Tags: work, culture, generations, workplace, genz, millennials Published: 2026-02-26 Modified: 2026-02-26 Collection: essay - Title: First Movers Don’t Win In Software. Last Movers Do. URL: https://www.v10r.in/essays/linkedin-2026-02-04-first-movers-dont-win-in-software-last-movers-do Summary: In software, first is rarely best. The winners are the ones who wait for the fog to clear, then move decisively when the category is legible. Tags: software, strategy, timing, innovation, startups, competition Published: 2026-02-04 Modified: 2026-02-04 Collection: essay - Title: Building Teams That Perform When No One Is Watching URL: https://www.v10r.in/essays/linkedin-2026-01-13-building-teams-that-perform-when-no-one-is-watching Summary: High-performance teams do not rely on charisma or surveillance. They run on judgment, standards, and the habits people keep when nobody is looking. Tags: teams, culture, execution, leadership, workplace, learning Published: 2026-01-13 Modified: 2026-01-13 Collection: essay - Title: Technology, Sovereignty, and the New Globalization URL: https://www.v10r.in/essays/linkedin-2025-09-09-technology-sovereignty-new-globalization Summary: The next globalization will not be borderless. It will be routed through power, policy, and the tech stacks nations can actually control. Tags: technology, sovereignty, globalization, nations, politics Published: 2025-09-09 Modified: 2026-05-16 Collection: essay - Title: Why Shipping Code Faster Won’t Save You URL: https://www.v10r.in/essays/linkedin-2025-08-28-why-shipping-code-faster-wont-save-you Summary: Speed is cheap now. Differentiation is not. The winning teams are the ones who know what to build, not just how fast to ship. Tags: engineering, strategy, execution, software, leadership Published: 2025-08-28 Modified: 2026-05-19 Collection: field-notes - Title: OpenAI Won’t Kill Your Startup URL: https://www.v10r.in/essays/linkedin-2025-08-18-openai-wont-kill-your-startup Summary: Foundation models can swallow generic work, but they cannot own every niche. Startups win by being specific, trusted, and hard to copy. Tags: ai, openai, startups, strategy, competition Published: 2025-08-18 Modified: 2026-05-15 Collection: essay - Title: The Platform Era is Dying. Enterprises Are Already Moving On. URL: https://www.v10r.in/essays/linkedin-2025-08-06-platform-era-dying-enterprises-already-moving Summary: Platforms still matter, but the monopoly on workflow is fading. Enterprises are drifting toward smaller, sharper tools that fit the work. Tags: enterprise, strategy, platforms, startups, transformation Published: 2025-08-06 Modified: 2026-05-14 Collection: essay - Title: In a World of AI Agents, Giving a Damn Is a Power Move URL: https://www.v10r.in/essays/linkedin-2025-07-24-world-ai-agents-giving-damn-power-move Summary: In an age of agents, the advantage is not pretending humans are obsolete. It is building systems that still care about judgment, ownership, and taste. Tags: ai, agents, leadership, culture, execution Published: 2025-07-24 Modified: 2026-05-15 Collection: essay - Title: The Low-Code Fallacy in Enterprise Software URL: https://www.v10r.in/essays/linkedin-2025-07-09-low-code-fallacy-enterprise-software Summary: Low-code can accelerate prototypes; it cannot repeal complexity. Real enterprise software still needs engineers who understand consequences. Tags: software, enterprise, low-code, strategy, ai Published: 2025-07-09 Modified: 2026-05-13 Collection: field-notes - Title: Enterprise AI Sales Is Changing - Here’s Where the Money Really Is. URL: https://www.v10r.in/essays/linkedin-2025-07-02-enterprise-ai-sales-changing-heres-where-money-really Summary: The money in AI is not where the models are smartest. It is where the model gets embedded into a workflow someone will actually pay for. Tags: ai, sales, enterprise, strategy, business Published: 2025-07-02 Modified: 2026-05-15 Collection: essay - Title: How to Choose an AI‑First Enterprise Partner URL: https://www.v10r.in/essays/linkedin-2025-06-30-note-cios-how-choose-aifirst-enterprise-partner Summary: An AI-first partner should change how work happens, not just sell clever demos. If it does not reshape the operating model, it is not AI-first. Tags: ai, cio, enterprise, consulting, strategy Published: 2025-06-30 Modified: 2026-05-12 Collection: field-notes - Title: The New Information Order: The Collapse of Search And The Rise of 'Synthetic Truth' URL: https://www.v10r.in/essays/linkedin-2025-06-26-new-information-order-collapse-search-old-media-rise-truth Summary: When AI answers before you search, truth gets mediated by a model. The new information order will reward trust, provenance, and verification. Tags: ai, search, media, truth, information Published: 2025-06-26 Modified: 2026-05-12 Collection: essay - Title: OpenAI vs. Google? It’s Bigger Than Search. URL: https://www.v10r.in/essays/linkedin-2025-06-24-openai-vs-google-its-bigger-than-search Summary: This is not a fight over search. It is a fight over where users start, how they decide, and who owns intent. Tags: ai, openai, google, search, strategy Published: 2025-06-24 Modified: 2026-05-13 Collection: essay - Title: The Next AI Breakthrough Isn’t Technical - It’s UX URL: https://www.v10r.in/essays/linkedin-2025-06-16-next-ai-breakthrough-isnt-technical-its-ux Summary: The next leap in AI will not come from a bigger model alone. It will come from interfaces that make intelligence feel obvious, useful, and inevitable. Tags: ai, ux, strategy, innovation Published: 2025-06-16 Modified: 2026-05-13 Collection: essay - Title: You Don’t Need to Be “Modern” to Apply AI in IT Ops URL: https://www.v10r.in/essays/linkedin-2025-06-10-you-dont-need-modern-apply-ai-ops Summary: You do not need a perfect stack to start using AI in operations. You need a real problem, a noisy system, and the courage to attack both. Tags: ai, it-ops, operations, governance Published: 2025-06-10 Modified: 2026-05-13 Collection: field-notes - Title: How AI Will Disrupt Incumbents and Erase Traditional Margins URL: https://www.v10r.in/essays/linkedin-2025-06-02-inevitable-squeeze-how-ai-disrupt-incumbents-erase-margins Summary: AI does not just make markets bigger; it compresses the margins that once protected incumbents. Tags: technology, ai, strategy, business-models, startups, innovation Published: 2025-06-02 Modified: 2026-08-12T08:54:20.327Z Collection: essay - Title: The Rise of the New Guardians: Rethinking Infrastructure Management in the Age of AI URL: https://www.v10r.in/essays/linkedin-2025-05-29-rise-new-guardians-rethinking-infrastructure-age-ai Summary: As AI raises the stakes, infrastructure stops being background plumbing and becomes the new guardian of trust, uptime, and control. Tags: ai, infrastructure, operations, governance, strategy Published: 2025-05-29 Modified: 2026-05-12 Collection: field-notes - Title: The Rise of AI, Inflated Expectations, and the Reality Check Every Business Needs URL: https://www.v10r.in/essays/linkedin-2025-04-24-rise-ai-inflated-expectations-reality-check-every-needs Summary: AI becomes valuable when it stops being impressive and starts being useful. Cool demos do not pay bills. Tags: ai, strategy, enterprise, expectations Published: 2025-04-24 Modified: 2026-05-09 Collection: essay - Title: New Grads: How to Future-Proof Your Career in an AI-First World URL: https://www.v10r.in/essays/linkedin-2025-04-15-new-grads-how-future-proof-your-career-ai-first-world Summary: Do not compete with AI on output. Build the human strengths it cannot imitate: judgment, initiative, and empathy. Tags: ai, careers, future-of-work, learning, new-grads Published: 2025-04-15 Modified: 2026-05-09 Collection: essay - Title: The AI Phenomenon: Enduring Innovation vs. Temporary Hype URL: https://www.v10r.in/essays/linkedin-2024-09-26-ai-phenomenon-enduring-innovation-vs-temporary-hype Summary: Not every AI surge is a bubble. Some are real platform shifts wearing bubble-like clothes. Tags: ai, innovation, hype, strategy Published: 2024-09-26 Modified: 2026-04-29 Collection: essay - Title: Navigating the Final Frontier: Antifragility in Building Tech CoE Teams URL: https://www.v10r.in/essays/linkedin-2024-09-19-navigating-final-frontier-antifragility-building-tech Summary: Great teams are not just resilient under stress. They get stronger because they are built to absorb volatility without losing direction. Tags: teams, leadership, antifragility, engineering, innovation Published: 2024-09-19 Modified: 2026-04-27 Collection: essay - Title: The Evolution of Entry-Level Tech Jobs in the Age of AI URL: https://www.v10r.in/essays/linkedin-2024-09-12-evolution-entry-level-tech-roles-age-ai Summary: Entry-level tech work is not disappearing; it is changing shape. The future belongs to people who can learn faster than tools can automate. Tags: ai, careers, workplace, learning, jobs Published: 2024-09-12 Modified: 2026-05-04 Collection: essay - Title: The Case and Scope of AI Ethics and Safety - Deep Tech vs. Applied AI URL: https://www.v10r.in/essays/linkedin-2024-09-04-case-scope-ai-ethics-safety-deep-tech-vs-applied Summary: Deep-tech AI wins headlines; applied AI wins outcomes. The ethics question is not whether AI is powerful, but who gets to use that power, and how. Tags: ai, ethics, safety, deep-tech, applied-ai Published: 2024-09-04 Modified: 2026-04-30 Collection: essay - Title: The Nature of AI Hype URL: https://www.v10r.in/essays/linkedin-2024-08-28-nature-ai-hype Summary: AI hype is real, but so is the underlying shift. The hard part is separating durable capability from the market's favorite storyline. Tags: ai, hype, innovation, strategy Published: 2024-08-28 Modified: 2026-04-26 Collection: essay - Title: Beyond Efficiency: The Transformative Power of AI in Revolutionizing Business Models URL: https://www.v10r.in/essays/linkedin-import-2024-08-01-beyond-efficiency-the-transformative-power-of-ai-in-revolutionizing-business-models Summary: AI's real power is not shaving costs off old businesses. It is inventing new ones that were impossible when intelligence was scarce. Tags: ai, business-models, strategy, innovation Published: 2024-08-01 Modified: 2026-05-02 Collection: essay - Title: Building high-scale, distributed apps with - Google Cloud, Kubernetes, Microsoft Orleans, .Net Core & Xamarin Forms (1/3) URL: https://www.v10r.in/essays/linkedin-import-2018-08-25-building-high-scale-distributed-apps-with-google-cloud-kubernetes-microsoft-orleans-net-core-xamarin-forms Summary: Distributed systems reward architecture that assumes failure, automates recovery, and keeps humans out of the hot path until they are actually needed. Tags: google-cloud, kubernetes, orleans, distributed-systems, mobile Published: 2018-08-25 Modified: 2026-07-08 Collection: field-notes - Title: Practical Guide to Building Secure Core-Infrastructure on Azure URL: https://www.v10r.in/essays/linkedin-import-2017-10-25-practical-guide-to-building-secure-core-infrastructure-on-azure Summary: Security is not an afterthought you bolt onto Azure. It is the architecture that decides whether the platform becomes an asset or a liability. Tags: azure, cloud, security, infrastructure, governance Published: 2017-10-25 Modified: 2018-09-06 Collection: field-notes - Title: Hybrid Cloud - who okayed this? URL: https://www.v10r.in/essays/linkedin-import-2017-08-14-hybrid-cloud-who-okayed-this Summary: Hybrid cloud is often what happens when strategy meets compromise. Sometimes it is architecture; sometimes it is a political truce with servers. Tags: cloud, strategy, architecture, governance Published: 2017-08-14 Modified: 2018-03-08 Collection: essay - Title: On Building A Badass Modern Internet-scale App... URL: https://www.v10r.in/essays/linkedin-import-2017-07-19-on-building-a-badass-modern-internet-scale-app Summary: Internet-scale systems are not just bigger apps. They are different organisms: distributed, failure-tolerant, and built for change. Tags: software, architecture, cloud, engineering, distributed-systems Published: 2017-07-19 Modified: 2019-06-24 Collection: field-notes - Title: Things Cloud Vendors Say That You Should Take With A Pinch Of Salt URL: https://www.v10r.in/essays/linkedin-import-2017-05-19-things-cloud-vendors-say-that-you-should-take-with-a-pinch-of-salt Summary: Vendors sell certainty because uncertainty is hard to monetize. The buyer's job is to ask what they are not saying. Tags: cloud, strategy, consulting, sales, trust Published: 2017-05-19 Modified: 2018-03-09 Collection: essay - Title: Hotel? Trivago - Digital Transformation? ​ URL: https://www.v10r.in/essays/linkedin-import-2017-05-09-hotel-trivago-digital-transformation Summary: Digital transformation is not a slide deck upgrade. It is the hard work of changing how a business creates value, not just how it presents itself. Tags: transformation, innovation, cloud, strategy Published: 2017-05-09 Modified: 2018-03-08 Collection: essay - Title: Saving Conviction, Empathy & Creativity In A World Obsessed With Analytics, Data & Chatbots URL: https://www.v10r.in/essays/linkedin-import-2016-11-16-saving-conviction-empathy-creativity-in-a-world-obsessed-with-analytics-data-chatbots Summary: When dashboards dominate everything, the rarest business advantage becomes conviction: the human ability to empathize, imagine, and choose wisely. Tags: analytics, data, chatbots, creativity, empathy Published: 2016-11-16 Modified: 2018-03-07 Collection: essay - Title: Google Cloud Is The Cloud Aliens Would Use; Here's Why You Should Too. URL: https://www.v10r.in/essays/linkedin-import-2016-10-03-google-cloud-is-the-cloud-aliens-would-use-here-s-why-you-should-too Summary: Google Cloud wins when you care about scale, intelligence, and invention more than staying comfortable. It is infrastructure with an opinion. Tags: cloud, google-cloud, infrastructure, technology Published: 2016-10-03 Modified: 2018-03-08 Collection: essay - Title: Why Should We Have Fan-Theories In Our Workplace? URL: https://www.v10r.in/essays/linkedin-import-2016-08-25-why-should-we-have-fan-theories-in-our-workplace Summary: Workplaces need the energy of fan communities: curiosity, shared language, and people who care enough to debate the world they are building. Tags: workplace, culture, creativity, innovation Published: 2016-08-25 Modified: 2018-03-09 Collection: essay - Title: What Should Managed Services Providers Do Differently in a Cloud-First, Mobile-First World? URL: https://www.v10r.in/essays/linkedin-import-2016-04-11-what-should-managed-services-providers-do-differently-in-a-cloud-first-mobile-first-world Summary: Managed services cannot survive as ticket factories. The winners become embedded partners who help customers move faster, not just stay online. Tags: cloud, managed-services, sales, consulting, technology Published: 2016-04-11 Modified: 2018-03-09 Collection: essay - Title: Why should your Innovation-Team be like Star Trek's Starship Enterprise URL: https://www.v10r.in/essays/linkedin-import-2016-04-04-why-should-your-innovation-team-be-like-star-trek-s-starship-enterprise Summary: Innovation teams fail when they become hobbies. They thrive when they operate like a disciplined crew with a mission, roles, and mutual trust. Tags: innovation, leadership, teams, culture Published: 2016-04-04 Modified: 2018-03-09 Collection: essay - Title: Before You Do That 'Lift & Shift'​ Cloud Migration... URL: https://www.v10r.in/essays/linkedin-import-2016-03-28-before-you-do-that-lift-shift-cloud-migration Summary: Lift-and-shift buys speed, not transformation. If the cloud just reproduces your data center, you have paid for a new address, not a new advantage. Tags: cloud, migration, strategy, architecture Published: 2016-03-28 Modified: 2018-03-10 Collection: essay - Title: Why Should You Have A Cloud-Exit Strategy? URL: https://www.v10r.in/essays/linkedin-import-2016-03-07-why-should-you-have-a-cloud-exit-strategy Summary: Cloud strategy without an exit is just optimism with invoices. Real resilience means knowing how to move when the deal changes. Tags: cloud, strategy, architecture, governance Published: 2016-03-07 Modified: 2018-03-09 Collection: essay - Title: "Boss Is Always Right" Right? Wrong - Here's Why URL: https://www.v10r.in/essays/linkedin-import-2016-02-09-boss-is-always-right-right-wrong-here-s-why Summary: Silence feels safe until it becomes expensive. The best leaders make room for dissent before the mistake ships. Tags: leadership, workplace, culture, trust Published: 2016-02-09 Modified: 2018-03-09 Collection: essay - Title: How to Champion Technology Disruptions in Your Organisation. URL: https://www.v10r.in/essays/linkedin-import-2016-01-25-how-to-champion-technology-disruptions-in-your-organisation Summary: A disruptive idea does not need more noise. It needs a coalition, a narrative, and a path through the org chart. Tags: innovation, disruption, technology, leadership Published: 2016-01-25 Modified: 2018-03-08 Collection: essay - Title: Being a Trusted Advisor URL: https://www.v10r.in/essays/linkedin-import-2016-01-11-being-a-trusted-advisor Summary: Clients do not buy expertise in isolation. They buy judgment, candor, and the confidence that you will tell them what they need to hear. Tags: advisory, sales, consulting, trust Published: 2016-01-11 Modified: 2018-03-08 Collection: essay - Title: What Jurassic Park Teaches About Ideas, Business-led IT & What CIOs Can Do About It? URL: https://www.v10r.in/essays/linkedin-import-2016-01-05-what-jurassic-park-teaches-about-ideas-business-led-it-what-cios-can-do-about-it Summary: Great ideas rarely fail on logic alone. They fail when business and IT treat innovation like a parked asset instead of a shared operating model. Tags: innovation, cloud, it, cio, leadership Published: 2016-01-05 Modified: 2018-08-03 Collection: essay Threads index - Title: Judgment Under Automation URL: https://www.v10r.in/threads/judgment-under-automation Question: What happens to human judgment when machines increasingly mediate what we know, decide, and believe? Summary: A developing inquiry into what happens to human judgment when machines increasingly mediate what we know, decide, and believe. Status: active Records: 5 Date range: 2025-12-22 — 2026-08-03 Tags: ai, judgment, institutions - Title: Work After AI URL: https://www.v10r.in/threads/work-after-ai Question: What happens to work when intelligence becomes abundant but institutions, incentives, and responsibility do not? Summary: An evolving argument about what happens to work, institutions, and responsibility as intelligence becomes increasingly abundant. Status: active Records: 4 Date range: 2025-04-15 — 2026-06-11 Tags: ai, work, institutions - Title: Delegated Agency URL: https://www.v10r.in/threads/delegated-agency Question: What happens when software gains the authority to act rather than merely recommend? Summary: An evolving argument about what changes when software moves from recommending actions to exercising authority over them. Status: active Records: 2 Date range: 2025-07-24 — 2026-07-09 Tags: ai, agentic-ai, security - Title: Beyond the Prompt URL: https://www.v10r.in/threads/beyond-the-prompt Question: What comes after prompting when useful AI systems must reason, remember, use tools, follow constraints, and execute over time? Summary: An evolving argument about the move from conversational prompting toward deliberate systems with context, state, tools, memory, policies, and execution loops. Status: active Records: 2 Date range: 2026-06-23 — 2026-07-09 Tags: ai, agentic-ai, systems - Title: The Software Frontier URL: https://www.v10r.in/threads/software-frontier Question: What changes when software becomes dramatically cheaper to create and increasingly abundant? Summary: An evolving argument about what becomes possible when AI makes software dramatically cheaper to create and increasingly abundant. Status: active Records: 3 Date range: 2025-08-28 — 2026-02-04 Tags: software, ai, making - Title: Software Economics URL: https://www.v10r.in/threads/software-economics Question: What happens to software economics when the cost of producing software collapses faster than the value customers are willing to assign to it? Summary: An evolving argument about value capture, pricing, margins, and willingness to pay as software and intelligence become increasingly abundant. Status: active Records: 3 Date range: 2024-08-01 — 2025-07-02 Tags: software, business-models, ai - Title: Technology Sovereignty URL: https://www.v10r.in/threads/technology-sovereignty Question: What changes when computation, data, and intelligence become matters of national power? Summary: An argument about computation, data, intelligence, and the changing relationship between technology and national power. Status: active Records: 3 Date range: 2025-09-09 — 2026-04-14 Tags: ai, sovereignty, technology Marginalia index - Title: I do not... - SJ URL: https://www.v10r.in/marginalia/i-do-not-sj Summary: I do not... - SJ Tags: life, notes Published: 2026-08-12 Modified: 2026-08-12T12:43:46.338Z Entry Type: marginalia Source: V10R - Title: Can you notice the present before everyone agrees on what to call it? URL: https://www.v10r.in/marginalia/can-you-notice-the-present-before-everyone-agrees-on-what-to-call-it Summary: A reflection on noticing changes in work, sovereignty, and AI while their meaning is still unsettled—before consensus decides what to call them. Tags: work, culture, millennials, genz, judgment, strategy, ai, technology, notes Published: 2026-08-10 Modified: 2026-08-11T07:41:40.256Z Entry Type: marginalia Source: V10R - Title: Information, belonging & judgement URL: https://www.v10r.in/marginalia/information-belonging-judgement Summary: Information reaches us wrapped in cues about who shared it, who approves, and where we belong; those signals often shape belief before evidence does. Tags: Published: 2026-08-03 Modified: 2026-08-03T09:46:47.079Z Entry Type: marginalia Source: V10R - Title: Permission to be ordinary URL: https://www.v10r.in/marginalia/permission-to-be-ordinary Summary: Ordinary questions can resist the social pressure to treat a compelling presentation as proof of an operating reality. Tags: culture Published: 2026-08-03 Modified: 2026-08-03T18:15:50.907Z Entry Type: marginalia Source: V10R - Title: Delay is not indecision URL: https://www.v10r.in/marginalia/delay-is-not-indecision Summary: Delay can be an act of respect for complexity: questioning assumptions, seeking alternative interpretations, examining incentives, and staying open to evidence that could change your mind. Tags: strategy, culture Published: 2026-07-24 Modified: 2026-07-28T05:13:01.046Z Entry Type: marginalia Source: V10R - Title: Tokens are not yield URL: https://www.v10r.in/marginalia/linkedin-note-2026-07-06-alex-karp-saying-this-on-cnbc-matters-because-he-is-not-an-ai-skeptic-looking-in Summary: AI usage is not business value. As invoices grow, enterprises must show what workflows changed, risks fell, costs moved, decisions improved, and accountability was created. Tags: notes, ai, enterprise, leadership, work Published: 2026-07-06 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: The tank is already in the capital URL: https://www.v10r.in/marginalia/linkedin-note-2026-04-14-to-conquer-a-nation-one-does-not-need-armies-across-it Summary: AI does not need to persuade when it can preform thought. In the age of fluent answers, consensus may be only the absence of difference—and the capital has moved inward. Tags: notes, ai, leadership, culture, institutions Published: 2026-04-14 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: Ideas are nothing. Execution is everything. URL: https://www.v10r.in/marginalia/linkedin-note-2026-04-09-ideas-are-nothing Summary: As AI makes execution increasingly accessible, the scarce advantage shifts to judgment: knowing what to build, who to serve, and whether a problem matters at all. Tags: notes, ai, enterprise, software, leadership, work Published: 2026-04-09 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: From boss is always right to the model is always right URL: https://www.v10r.in/marginalia/linkedin-note-2026-03-04-resharing-something-i-wrote-in-2016-about-the-concept-of-boss-is-always-right-ba Summary: AI systems can reinforce existing beliefs by optimizing for agreement and probability. Organizations need dissent to challenge comfortable consensus and protect the chance that the majority is wrong. Tags: notes, ai, leadership Published: 2026-03-04 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: The AI Summit and the sameness problem URL: https://www.v10r.in/marginalia/linkedin-note-2026-02-20-from-the-ai-summit-its-impossible-to-ignore-that-there-are-far-too-many-solution Summary: AI products and marketing are converging on the same vague claims. Credibility will belong to companies with sharper, truer, and more specific stories. Tags: notes, ai, enterprise, culture, institutions, events Published: 2026-02-20 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: Markets are pricing AI on future potential URL: https://www.v10r.in/marginalia/linkedin-note-2026-02-18-the-financial-markets-are-pricing-ai-based-on-its-future-potential-a-future-much Summary: Markets are pricing AI for a long-term future shaped by foundational model capabilities, while business value emerges when tokens pass through real workflows. Tags: notes, ai, enterprise, leadership, work, culture, events Published: 2026-02-18 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: At India AI Summit URL: https://www.v10r.in/marginalia/linkedin-note-2026-02-16-at-india-ai-summit-hashtag-aisummit-microland-limited-alok-shrivastwa-abhishek-v Summary: A brief marginal note from the India AI Summit featuring Microland Limited, Alok Shrivastwa, Abhishek Vuddandi, and Pranika Kar. Tags: notes, ai, enterprise, events Published: 2026-02-16 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: If no one is carrying risk, no one is leading URL: https://www.v10r.in/marginalia/linkedin-note-2026-01-08-if-no-one-is-carrying-risk-no-one-is-leading Summary: Leadership requires someone to carry risk. Without ownership of risk, no one is truly leading. Tags: notes, leadership Published: 2026-01-08 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: Silence isn’t stability URL: https://www.v10r.in/marginalia/linkedin-note-2026-01-06-silence-isnt-stability Summary: A brief marginal note on why silence alone is not evidence of stability. Tags: notes Published: 2026-01-06 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: Responsibility doesn’t disappear URL: https://www.v10r.in/marginalia/linkedin-note-2025-12-26-responsibility-doesnt-disappear Summary: A concise marginalia on the persistence of responsibility. Tags: notes, leadership Published: 2025-12-26 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: Judgment isn’t elastic URL: https://www.v10r.in/marginalia/linkedin-note-2025-12-22-judgment-isnt-elastic Summary: A concise marginalia on the limits of judgment: judgment isn’t elastic. Tags: notes, leadership Published: 2025-12-22 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: Ambiguity has a payroll URL: https://www.v10r.in/marginalia/linkedin-note-2025-12-17-ambiguity-has-a-payroll Summary: A concise marginalia: ambiguity has a payroll. Tags: notes, work Published: 2025-12-17 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: Resistance is organisational, not technical URL: https://www.v10r.in/marginalia/linkedin-note-2025-12-14-resistance-is-organisational-not-technical Summary: Resistance to change is often organisational rather than technical—a reminder to address structures, incentives, and culture alongside systems. Tags: notes Published: 2025-12-14 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: AI assistants create a false sense of progress for young engineers URL: https://www.v10r.in/marginalia/linkedin-note-2025-12-05-ai-assistants-create-a-false-sense-of-progress-for-young-engineers Summary: AI assistants can accelerate delivery while flattening understanding. Young engineers must retain critical thinking, interrogate AI-generated code, and build judgment through design and debugging. Tags: notes, ai, software, leadership, work Published: 2025-12-05 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: AI can execute flawlessly - faster, cheaper, tireless URL: https://www.v10r.in/marginalia/linkedin-note-2025-10-07-ai-can-execute-flawlessly-faster-cheaper-tireless Summary: AI can execute faster, cheaper, and tirelessly—but it can’t care. The future belongs to people who bring judgment, empathy, ownership, and purpose to automated work. Tags: notes, ai, leadership Published: 2025-10-07 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: If you’ve watched the series Dark on Netflix, I’m almost certain you’re a fan URL: https://www.v10r.in/marginalia/linkedin-note-2025-09-29-if-youve-watched-the-series-dark-on-netflix-im-almost-certain-youre-a-fan Summary: Like the looping timelines in Dark, companies can repeat the same AI cycle: modernize, cut costs, and repeat. Real change begins when organizations want resilience, intelligence, and speed. Tags: notes, ai, enterprise, software, culture Published: 2025-09-29 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: Distribution is not enough URL: https://www.v10r.in/marginalia/linkedin-note-2025-09-23-in-the-world-ahead-passive-players-and-the-laggards-will-cling-to-distribution-p Summary: The next wave of AI companies will outrun incumbents with modular, AI-native products, outcome-based pricing, and domain-specific intelligence—not distribution alone. Tags: notes, ai, enterprise, leadership, work, culture Published: 2025-09-23 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: In the Indian IT industry, the days of billing by headcount and hours are numbered URL: https://www.v10r.in/marginalia/linkedin-note-2025-09-17-in-the-indian-it-industry-the-days-of-billing-by-headcount-and-hours-are-numbere Summary: AI is reshaping Indian IT economics. Firms must move beyond billing for headcount and hours, pricing instead for technology margins, outcomes, and capabilities that expand what clients can do. Tags: notes, ai, enterprise, work, culture Published: 2025-09-17 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: At the recent White House dinner, Trump sat with America’s tech titans URL: https://www.v10r.in/marginalia/linkedin-note-2025-09-15-at-the-recent-white-house-dinner-trump-sat-with-americas-tech-titans Summary: As tech titans align with political power, India must build fabs, compute, secure clouds, and its own AI backbone—or remain a digital middleman in someone else’s empire. Tags: notes, ai, enterprise, leadership, cloud, institutions Published: 2025-09-15 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: Code has never been cheaper URL: https://www.v10r.in/marginalia/linkedin-note-2025-09-11-code-has-never-been-cheaper Summary: AI makes code cheaper and shipping faster, but few teams build products that stick. When code is commoditized, conviction—grounded in customer truth—becomes the moat. Tags: notes, ai, enterprise, software, leadership, work, institutions Published: 2025-09-11 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: Most festivals celebrate the victors URL: https://www.v10r.in/marginalia/linkedin-note-2025-09-05-most-festivals-celebrate-the-victors Summary: Onam remembers Mahabali, the fallen asura king, and celebrates the mavericks, contrarians, and underdogs who challenge power in pursuit of justice and truth. Tags: notes, ai, enterprise, culture, institutions Published: 2025-09-05 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: Gartner’s stock has crashed nearly 50% in the past six months URL: https://www.v10r.in/marginalia/linkedin-note-2025-09-01-gartners-stock-has-crashed-nearly-50-in-the-past-six-months Summary: AI may be weakening research paywalls, but Gartner’s deeper threat is a new generation of builders choosing conviction, accountability, and action over quadrants and consensus. Tags: notes, ai, enterprise, software, leadership, work, institutions Published: 2025-09-01 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: As Microland turned 36, we didn’t just look back at the journey we’ve built URL: https://www.v10r.in/marginalia/linkedin-note-2025-08-30-as-microland-turned-36-we-didnt-just-look-back-at-the-journey-weve-built Summary: Microland’s 36th anniversary looked ahead through Nextronauts, a day of hands-on exploration showing how curiosity, imagination, and adventure inspire the future. Tags: microland, notes, ai, enterprise, institutions, culture Published: 2025-08-30 Modified: 2026-07-23T09:56:35.729Z Entry Type: marginalia Source: LinkedIn - Title: If you’re just starting out, the job market can feel overwhelming with all the AI chatter URL: https://www.v10r.in/marginalia/linkedin-note-2025-08-21-if-youre-just-starting-out-the-job-market-can-feel-overwhelming-with-all-the-ai Summary: AI hype can make the job market feel overwhelming. Focus on building genuine skill, pursuing valuable work, and grounding your career in fundamentals instead of chasing every trend. Tags: notes, ai, enterprise, work Published: 2025-08-21 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: Real AI-First isn’t ripping and replacing URL: https://www.v10r.in/marginalia/linkedin-note-2025-08-13-real-ai-first-isnt-ripping-and-replacing Summary: Real AI-First threads intelligence through existing workflows, augmenting people, automating where it makes sense, and building a modular, secure, explainable operating model. Tags: notes, ai, enterprise, work Published: 2025-08-13 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: Your feed is not a mirror of reality URL: https://www.v10r.in/marginalia/linkedin-note-2025-08-12-the-thing-about-your-feed-is-that-its-not-a-mirror-of-reality-its-a-version-of-r Summary: Algorithms do more than personalize your feed: they shape which voices are heard and what you believe is important, urgent, or true. Tags: notes, ai, culture Published: 2025-08-12 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: The Future of Jobs Report 2025 from the World Economic Forum shows what employers claim URL: https://www.v10r.in/marginalia/linkedin-note-2025-07-04-the-future-of-jobs-report-2025-from-the-world-economic-forum-shows-what-employer Summary: The World Economic Forum’s 2025 jobs report highlights AI and creativity, but lasting relevance still depends on reading, writing, math, reasoning, and teaching. Tags: notes, ai, enterprise, software, leadership, work, culture Published: 2025-07-04 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: Hiring software development engineers URL: https://www.v10r.in/marginalia/linkedin-note-2024-08-29-im-hiring-software-development-engineers-at-all-levels-if-you-excel-in-next-js-h Summary: Hiring software development engineers at all levels with Next.js, full-stack, backend, and machine learning experience. Referrals and resumes are welcome. Tags: notes, software, work Published: 2024-08-29 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: Tolstoy, Thiel, and unhappy companies URL: https://www.v10r.in/marginalia/linkedin-note-2018-07-15-tolstoy-opens-anna-karenina-by-observing-all-happy-families-are-alike-each-unhap Summary: Tolstoy describes unhappy families; Peter Thiel applies the contrast to business: successful companies solve unique problems and escape competition through monopoly. Tags: notes, ai, enterprise, culture Published: 2018-07-15 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: Adjective order without thinking URL: https://www.v10r.in/marginalia/linkedin-note-2017-07-15-while-you-might-describe-a-pug-as-a-cute-little-grey-dog-you-probably-wouldnt-de Summary: We naturally place adjectives in a familiar order, describing a pug as a “cute little grey dog” rather than a “grey little cute dog.” Tags: notes, culture Published: 2017-07-15 Modified: 2026-07-15 Entry Type: note Source: LinkedIn - Title: Cloud isn't a place, it is a model URL: https://www.v10r.in/marginalia/linkedin-note-2016-07-15-cloud-isnt-a-place-it-is-a-model Summary: Cloud is more than someone else's computer: it is a model for delivering and organizing computing resources. Tags: notes, ai, cloud Published: 2016-07-15 Modified: 2026-07-15 Entry Type: note Source: LinkedIn