🎙️ Welcome to Weekend Hustlers! 🎙️

This is the podcast for thinkers, doers, and problem-solvers. The ones who don’t just read industry reports—they put them to work. The ones who don’t just follow case studies—they learn from them. The ones who don’t just admire patents—they build on them.

Every weekend, we break down the blueprints of innovation—patents or case studies or industry reports—giving you insights that move beyond theory and into practice. Make sure to subscribe to Weekend Hustlers on Spotify and check out our YouTube channel, Weekend Researcher, for deeper dives into the ideas shaping our world.

Today, we’re diving into The Future of AI Research, a report straight from the AAAI 2025 Presidential Panel. It’s a bold look at where AI is headed—from reasoning and factuality to ethics and social good. What’s next for Artificial General Intelligence? How do we scale AI responsibly? And what are 475 experts across the globe most concerned about?

But here’s the real question—can we truly build AI that’s not just powerful, but also trustworthy? Or is the gap between innovation and ethics only getting wider?

Let’s find out.

Reference

AAAI 2025 Presidential Panel on the Future of AI Research available at https://aaai.org/about-aaai/presidential-panel-on-the-future-of-ai-research/

Youtube channel link

https://www.youtube.com/@weekendresearcher

Support us on Patreon

https://patreon.com/weekendresearcher

Welcome to Weekend Hustlers! The podcast where we dive deep into Industry Reports, Case Studies, and Patents—so you don’t have to. Whether you're an entrepreneur, an investor, or just someone fascinated by innovation, this is where you'll find the insights that move markets.

Today, we’re stepping into the heart of India's startup scene with The Indus Valley Report 2025, published by Blume Ventures. India’s startup ecosystem has no single home. It thrives in Bangalore’s eastern suburbs, pulses through Gurgaon and Noida, hums in the streets of Mumbai, and echoes through the tech corridors of Pune, Hyderabad, and beyond. But what if we gave it a name?

Blume Ventures calls it the Indus Valley—not a place, but a mindset. A symbol of invention, hustle, and the sheer audacity to build against the odds.

This report takes us on a journey—through the macro shifts in India’s economy, the impact of the last five years, the rise of AI and quick commerce, and even the challenges of selling to a billion-strong market. But here’s the real question:

Is Indus Valley finally ready to challenge Silicon Valley? Or is it carving out a brand-new playbook the world has never seen before?

Stay with us as we break it down. And don’t forget to subscribe to Weekend Hustlers on Spotify and Weekend Researcher on YouTube—because the best insights are the ones you don’t have to hunt for.

Let’s dive in.

Reference

Indus Valley Report 2025 available at https://www.indusvalleyreport.com/

Linkedin Pulse article at https://www.linkedin.com/pulse/indus-valley-report-2025-4th-edition-here-anurag-pagaria-jbi2c/

Decoding the Indusvalley report 2025 https://youtu.be/IdMhJZbyfCo?si=JHJrX-9qZ_b4N98C

Youtube channel link

https://www.youtube.com/@weekendresearcher

Support us on Patreon

https://patreon.com/weekendresearcher

Why are millions of government employees protesting for the Old Pension Scheme? And why should you care? Pensions may seem like an issue only for retirees, but they’re draining billions from the taxpayer’s pocket, limiting resources for development. With India's population living longer, the burden of pensions is growing. The government tried to fix this with the National Pension System and is now betting on the Unified Pension Scheme to strike a balance. But will it be enough to calm the storm? Or will states keep reverting to the old ways? The answer may surprise you.

#IndiaPensionDebate #RetirementCrisis #GovernmentProtests #OPSvsNPS #TaxpayerMoney #UnifiedPensionScheme #RetirementFuture #PensionPolitics #FinancialReform #PensionShowdown

In Bengal, the Hilsa fish isn’t just food—it’s a sensation. Imagine a delicacy so beloved that it turns into a diplomatic bargaining chip. That’s the story of Hilsa, the queen of Bengali cuisine, which found itself at the center of an international tug-of-war. When Bangladesh, the largest producer of this prized fish, tightened its export rules, panic gripped Kolkata ahead of the grand Durga Puja celebrations. For Bengalis, a festival without Hilsa is like Thanksgiving without turkey. But just as the crisis peaked, a surprise twist changed everything. What caused this fishy turnaround?

#HilsaFever #DurgaPujaCrisis #FishDiplomacy #BengaliDelights #FoodPolitics #HilsaSaga #CulinaryCrisis #FestivalFrenzy #FishAndDiplomacy #BangladeshSurprise

Imagine a golden opportunity that suddenly starts to lose its luster. Sovereign Gold Bonds were once the government’s brilliant strategy to curb India’s obsession with gold while offering a safe and profitable investment. Launched in Two Thousand Fifteen, these bonds promised steady returns and tax-free benefits, quickly winning over investors. But now, the government seems to be having second thoughts. Rising gold prices have turned this golden opportunity into a costly affair, leaving the government wondering if they should pull the plug on new issues. Could this be the end of Sovereign Gold Bonds as we know them? Stay tuned to uncover the truth behind the government’s dilemma.

#GoldRush #InvestmentDilemma #SGBMystery #GoldenTwist #RisingGold #GovtDecisions #FinancialMoves #GoldInvestment #SGBDebate #GoldenEraEnd

Overlay Video by LIVE MEDIA from Pixabay. Video by Jaroslav Šetek from Pixabay. Video by Jacques Barrette from Pixabay. Free for use under the Pixabay Content License

Imagine planning your next trip to Paris, eager to explore the city's charm. But as you scroll through a list of must-see attractions, something unusual catches your eye—the Catacombs of Paris. Beneath the bustling streets lies a hidden world, where the bones of over six million people line the walls. A place of death and mystery, yet, each year, thousands of tourists are irresistibly drawn to this eerie underground maze. Why are we so captivated by places of tragedy and loss? Is it a respectful tribute to history, or just a strange obsession with the macabre? This story will take you deep into the world of dark tourism and reveal the unsettling reasons behind this growing trend.

#DarkTourism #ParisCatacombs #HiddenHistories #MacabreTravel #CulturalCuriosity #HauntedBeauty #TouristAttractions #TravelMystery #UnseenParis #ExploreTheUnknown

Imagine writing a book so powerful that it changes how an entire generation learns. Now imagine that same book almost never seeing the light of day. This is the untold story of Concepts of Physics by Dr. HC Verma — a book that was nearly lost to obscurity due to a publisher’s misjudgment. Initially dismissed as just another supplementary text, this book could have vanished into the abyss of forgotten titles. But a twist of fate and a savvy marketing strategy by a smaller publisher turned it into a nationwide phenomenon. Concepts of Physics didn’t just teach students; it inspired them, becoming a must-have for anyone serious about mastering the subject. But what exactly happened behind the scenes to transform this book into a legend? The answer might surprise you.

References

Kumar, A. (2020, February 10). Meet Padma Shri HC Verma, who struggled to pass in school, teaches India Physics today. Hindustan Times.
Verma, H. C. (1993). Concepts of physics. Bharati Bhawan.
Wangchuk, R. N. (2020, February 6). From Struggling to Pass to a Padma Shri: HC Verma, the Man Who Taught India Physics. The Better India.

Authors Note:

My interest in high school physics, like many other Indian students preparing for the IIT entrance exam, was shaped by solving rigorously the questions of Dr HC Verma’s Concepts of Physics. It was our first step before touching advanced texts like I.E. Irodove. Although, I could not crack the IIT JEE exam after my high school, after almost a decade and a half in 2021, while I was graduating with a Masters from IIT Kharagpur, I got a chance to share the same podium with Prof H.C Verma, where he was invited by IIT Kharagpur to honour him with D.Sc. This article is a small tribute to the man, the myth and the legend he is and how he has influenced many such kids like me into the fascinating world of physics.

Have you ever wondered where the world's most famous paintings vanish to after their grand auction debuts? Imagine purchasing a stunning masterpiece, not to showcase in your home, but to lock away in a high-security vault, hidden from the world. Welcome to the curious world of freeports—luxurious warehouses where billion-dollar artworks, luxury cars, and vintage wines are stored in secrecy. These secure havens raise a vital question: Is art meant to be admired or hidden away?

From Singapore to Luxembourg and Switzerland, the storage of precious goods in these freeports is booming. Originally designed as temporary transit zones, they now offer a haven for owners who wish to remain anonymous and avoid customs duties and VAT. This system fuels tax evasion and opaque transactions, allowing goods to be resold within the warehouses without transparency. Museum officials lament that these secret storages deprive the public of key artworks for extended periods.

But the true cost of locking away our cultural heritage might be even more shocking than you think. What's really happening behind those closed doors?

References

Fyfe, C. (2023). Luxury Free Ports as Purpose-Built Conduits for Tax Evasion, 1990–2020. In Tax Evasion and Tax Havens since the Nineteenth Century (pp. 159-175). Cham: Springer International Publishing.

Helgadóttir, O. (2023). The new luxury freeports: Offshore storage, tax avoidance, and ‘invisible’art. Environment and planning A: economy and space, 55(4), 1020-1040.

Worthy, R. (2020). The Impact of Free Ports on the Art Market. Art Antiquity & L., 25, 253.

#HiddenArt #ArtMysteries #FreeportSecrets #MasterpieceVaults #ArtInvestments #AuctionMysteries #ArtCollectors #SecretStorage #VanishedArt #CulturalHeritage

Ever wondered why some products and brands become wildly popular while others, seemingly just as good, go unnoticed? Dive into the fascinating world of Birkenstock, a company known for its not-so-pretty sandals that somehow became a global fashion sensation. Discover how sports teams have become billion-dollar toys for the rich and how AI is revolutionizing our world in ways we never imagined. What drives these trends? What makes certain things invaluable? Join this intriguing journey to uncover the secrets behind these phenomena and see if you can spot the next big thing. Will AI change your life forever?

#Birkenstock #AIRevolution #SportsTeams #TechTrends #FashionIcons #BillionaireToys #AIImpact #FutureOfWork #Intangibles #GlobalTrends

Imagine the stock market plummeting faster than you can blink, wiping out two thousand billion dollars in mere minutes. On 5th February, 2018, the Dow Jones experienced this exact nightmare, with no clear economic reason in sight. The culprit? High-frequency trading bots, trading stocks at lightning speed, far beyond human comprehension. This is the thrilling, high-stakes world of automated trading, where milliseconds mean millions and a single glitch can trigger financial chaos. But what happens when these algorithms go rogue?

References

Brogaard, J. (2010). High frequency trading and its impact on market quality. Northwestern University Kellogg School of Management Working Paper, 66, 10.

Chordia, T., Goyal, A., Lehmann, B. N., & Saar, G. (2013). High-frequency trading. Journal of Financial Markets, 16(4), 637-645.

Paulin, J., Calinescu, A., & Wooldridge, M. (2019). Understanding flash crash contagion and systemic risk: A micro–macro agent-based approach. Journal of Economic Dynamics and Control, 100, 200-229.

Small, M., & Tse, C. K. (2012). Predicting the outcome of roulette. Chaos: an interdisciplinary journal of nonlinear science, 22(3).

#StockMarket #HighFrequencyTrading #FinancialMeltdown #AlgorithmTrading #WallStreet #TradingBots #MarketCrash #AutomatedTrading #FlashCrash #FinancialChaos