MUF 2026 @ IIM Calcutta, 13-15 Feb 2026

Conference jointly hosted by DECISION Journal, IIM Calcutta and "Fact or Value" Forum

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This research explores the phenomenon of nostalgia washing, where digital platforms transform curated memories into perceived historical truths. By utilizing the ADO framework, the research examines how algorithmic curation and high-definition aesthetic remastering create an idealized version of the past that feels more authentic than actual history. This process is particularly impactful in the Global South, where a lack of trust in formal institutions allows "felt" truths to replace objective data. Ultimately, the source argues that these emotional narratives are weaponized to support claims of social decline, blurring the lines between personal heritage and factual record. The study highlights how the digital past is being re-engineered to shape current moral and political imaginations.

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This teaching case analyzes SIP Abacus, a prominent Indian skill-building organization that utilizes franchise models and mental arithmetic to foster child development. The core focus is a strategic dilemma regarding high student churn during the initial year of training. This attrition stems from a misalignment between the repetitive nature of early manual exercises and the high expectations of parents seeking immediate results. To address this, the case explores modernizing the brand through STEM partnerships and the integration of AI technology for better progress tracking. Ultimately, the sources examine how to balance pedagogical rigor with commercial sustainability in the competitive field of supplementary education.

2nd IIM Nagpur Case & Research Conference 2026

Theme: “Advancing Business Transformation through Cases and Research”

Pre-Conference Workshop: Feb 6th, 2026

Conference: Feb 07th & 08th, 2026

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Case ID 69

This teaching case examines the growth of takeUforward, an EdTech startup founded by Raj Vikramaditya to democratize coding interview preparation. The sources trace the platform’s evolution from a YouTube side project into a profitable, bootstrapped business that serves millions of learners. Despite its success, the venture faces a strategic inflection point involving technical infrastructure failures and a heavy reliance on the founder’s personal brand. Management must now decide between focusing on AI-driven product depth or pursuing aggressive international expansion to global markets. The case highlights the operational difficulties of scaling a lean team while maintaining a "learner-first" philosophy without external funding. Ultimately, it explores the challenge of transitioning from a content creator to the leader of a sustainable, professionalized organization.

2nd IIM Nagpur Case & Research Conference 2026

Theme: “Advancing Business Transformation through Cases and Research”

Pre-Conference Workshop: Feb 6th, 2026

Conference: Feb 07th & 08th, 2026

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Medium Post

Mukhopadhyay, M. (2026, January 10). The Falling Land: At the Latitude of Quiet Decisions. Medium. https://medium.com/insiderfinance/the-falling-land-at-the-latitude-of-quiet-decisions-da1bc47ee4cd

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This medium article explores the geopolitical and economic fascination with Greenland as it faces an era of profound environmental and structural change. The author critiques modern financial perspectives that treat the island as a corporate takeover target or a strategic asset, contrasting these cold valuations with the enduring resilience of its people. By drawing parallels to historical events like the Norse settlements and the Cold War, the narrative highlights Greenland’s ability to maintain sovereignty and dignity amidst global pressures. The source ultimately argues that while the melting ice attracts international opportunism, the country’s true value lies in its patient, long-term survival rather than its potential as a market commodity. This overview emphasizes that Greenland is not a passive object to be acquired but a maturing nation navigating its own destiny with composure.

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Reference

Mukhopadhyay, M. (2025, December 20). The Last Free Real Estate: Space Financing and LEO-Politics. Medium. https://mayukhdifferent.medium.com/the-last-free-real-estate-space-financing-and-leo-politics-135fc5c3a103

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Modern satellite deployment in Low Earth Orbit is fundamentally transforming the relationship between geopolitics, finance, and technology. While traditional investment models rely on time and risk, the unique hazards of space—such as orbital debris and crowded flight paths—require a new framework called the space value of money. This concept suggests that an asset's worth is dictated not just by its revenue, but by its physical environment and the actions of global competitors. Nations like the United States, China, and India use different financial strategies to secure their interests in this increasingly contested global commons. Ultimately, the sustainability of this celestial infrastructure depends on moving beyond Earth-bound logic to embrace collective responsibility. Safe and profitable expansion into orbit now requires international cooperation and a radical rethinking of how we value shared resources.

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🎙️ Welcome to Weekend Hustlers — the podcast where real-world doers, 🚀 not just dreamers, dig deep into Industry Reports, Case Studies, and even Patents that are shaping the business world one bold move at a time. If you’re hungry for practitioner-driven insights and want to stay two steps ahead of the tech curve, you’re in the right place. 📈🔥

Before we dive in, don’t forget to subscribe to this channel 👉 "Weekend Hustlers" on Spotify and hit up our YouTube hub 🎥 "Weekend Researcher" for the visuals, the breakdowns, and the behind-the-scenes gems. 💡✨

Now, let’s talk about what’s pushing the edge of automation in 2025... 👀

🧠💼 In today's episode, we unpack the 2025 UiPath Agentic AI Report: Preparing for the Agentic Era, published by UiPath Agentic Automation. This report dives into the bold new frontier of Agentic AI — a space where AI agents, automation, and human oversight blend to tackle complex business operations autonomously.

Think smarter bots, deeper integrations, and oversight that’s not just smart... but strategic. 🧩🤖

And who better to lead us into this new age than the dynamic duo of AI and automation thought leadership:

📘 Tom Davenport, a name synonymous with analytics and enterprise innovation, whose fingerprints are all over bestsellers like Competing on Analytics and All In on AI. With roles at Babson, UVA, and MIT, he's been shaping the way leaders think about tech for decades.

💡 Alongside him, Ian Barkin, co-founder of Symphony Ventures and a true trailblazer in digital ops and hyperautomation. His practical insights have powered companies and professionals alike — and if you’ve watched any of his LinkedIn Learning courses, you know exactly what we mean.

Together, they’ve co-authored All Hands on Tech, and their fingerprints are all over the findings we’ll break down today — from early adoption data to the enterprise implications of this cutting-edge AI paradigm.

So get ready — we’re talking security tradeoffs, cost concerns, integration headaches, and of course, the massive upside if we get this right.

🧠💬 But here’s the question to kick it all off:

If Agentic AI can truly operate autonomously… where does that leave you in the process? 🤖🧑‍💼👀

Let’s find out — only on Weekend Hustlers. 🎧🔥

Reference

‌Davenport, TH., Barkin, I. (2025). UiPath Agentic AI Research Report 2025 | Uipath.com. https://www.uipath.com/resources/automation-analyst-reports/agentic-ai-research-report

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🎙️ Welcome to Weekend Hustlers — the podcast where late nights meet bright ideas, and hustle never clocks out! 🔥

Whether you're knee-deep in data 📊, knee-slapping at a boardroom blooper 💼😂, or just hungry for the inside scoop on how things really work — this is your zone.

Each week, we break down Industry Reports, dissect Case Studies, and explore Patents that are shaping the real world — straight from the trenches. No fluff, just practitioner-fuelled insight. 💡🛠️

🚨 Before we dive in, smash that follow on Spotify — Weekend Hustlers — and sub to our YouTube channel Weekend Researcher for exclusive breakdowns, bonus content, and unfiltered commentary. 🧠📲

This week, we’ve got something official, essential, and oh-so-juicy:

🗂️ Patent Title: RBI Annual Report 2024-2025
📅 Published on: May 29, 2025
🏛️ Publisher: Reserve Bank of India

It’s not just a report. It’s a pulse-check on India’s economic lifeblood. 💸 From monetary policy moves 🏦 to how cybersecurity is reshaping financial stability 🔐, from AI frameworks 🤖 to payment revolutions 💳 — this isn’t just what happened, it’s where the future’s heading.

And guess what? Deep in those footnotes and data dumps lie insights that could change how you build, invest, or lead.

So here’s the big one...

❓If the RBI is already deploying AI frameworks to stabilize an economy of 1.4 billion people — what’s stopping your business from doing the same?

👀 Let’s unpack that.

Reference

Reserve Bank of India - Annual Report. (2025). rbi.org.in. https://www.rbi.org.in/Scripts/AnnualReportPublications.aspx?year=2025

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🎙️ Welcome to Weekend Hustlers! 🚀
Where the grind never stops—even on the weekend.

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This isn’t just a podcast; it's your ultimate toolkit for diving deep into Industry Reports, real-world Case Studies, and cutting-edge Patents. 💼📚🔍

Before we jump in—hit that follow on Spotify 💚 and smash that subscribe button on our YouTube channel Weekend Researcher 🔔
🎥 Your support powers the hustle—consider backing us on Patreon at patreon.com/weekendresearcher! 🙌

Now… 🧠
Imagine a world where your entire artistic legacy is used—without permission—to train a machine that could one day replace you.
Too dramatic? Tell that to the U.S. Copyright Office. 📜🤖

In today’s episode, we dig into their latest bombshell report—
📅 Published May 9, 2025 (pre-publication edition)
📘 Titled: “Copyright and Artificial Intelligence, Part 3: Generative AI Training”
This isn’t just academic fluff—this is the legal heartbeat of how AI learns from you, me, and every creative mind online.

From fair use to the feasibility of mass licensing, the stakes are high and the copyright questions are 🔥 hotter than ever.
Is it innovation or infringement? 🚀🆚⚖️

🌐 The Office breaks down:

• How AI models actually ingest and use data

• Where copyright lines might be crossed

• And whether creators should get paid—or just get played

It’s a whirlwind of legal nuance, public interest, and policy evolution…
And it’s all happening right now.

So here’s the big question to kick off today’s deep dive:
👉 If an AI learns from your work… do you deserve a cut of its success—or just a spot in the training set? 🤔💭

Reference

Report on Copyright and Artificial Intelligence https://www.copyright.gov/ai/

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