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Morning Brief — Monday, March 16, 2026

India’s edtech sector is collapsing—Unacademy just plummeted from a $3.5B valuation to under $500M in four years. Meanwhile, oil hits $103 as markets digest Iran war fallout, and Apple quietly refuses to join the AI spending arms race while competitors burn billions. More in today’s brief.

Via UPROXX: SNX: The Air Jordan 13 White & University Red & This Week’s Best Sneakers
Via UPROXX: SNX: The Air Jordan 13 White & University Red & This Week’s Best Sneakers

TL;DR — India’s edtech sector faces massive consolidation as valuations crater. Markets eye Iran war fallout while oil hits $103/barrel. Apple’s Liquid Glass design is here to stay despite team departures.

Worth Reading

Education & EdTech

The Indian edtech sector is experiencing a brutal reckoning. upGrad’s acquisition of Unacademy represents more than just industry consolidation — it’s a monument to how quickly pandemic-era valuations can evaporate. Unacademy’s fall from a $3.5 billion valuation to under $500 million in just four years tells the story of an entire sector that mistook temporary demand spikes for permanent transformation.

The all-stock deal structure speaks volumes about cash constraints across the sector. When high-growth companies resort to share swaps rather than cash acquisitions, it usually signals that both parties are more desperate than they’d care to admit.

Tech Culture

The AI spending arms race has reached absurd proportions, with Amazon, Google, Microsoft, and Meta collectively burning through $650 billion this year — equivalent to “buying the US Navy every year,” as Horace Dediu puts it. Meanwhile, Apple continues its disciplined approach with a modest $14 billion capital budget.

Dediu’s analysis cuts through the hype: while hyperscalers push their free cash flows negative chasing AI dominance, Apple is betting it can achieve competitive AI through partnerships rather than infrastructure. It’s either genius or a massive strategic blunder — and we’ll know which within 18 months.

Travis Kalanick’s return with his “gainfully employed robots” pitch feels like 2016 all over again. The focus on “digitizing the physical world” through food, mining, and transport robotics hits familiar Silicon Valley notes about disrupting traditional industries.

AI & Machine Learning

The AI talent war has created some fascinating dynamics. Companies like Handshake are now recruiting improv actors to train AI models on human emotion and authenticity. There’s something both brilliant and deeply concerning about using human creative skills to make machines more human-like.

Writing in Marcus on AI, Gary Marcus reports that Sam Altman has conceded that scaling alone won’t achieve AGI — major breakthroughs are needed. This represents a significant shift from the “just add more compute” philosophy that has dominated the field.

Fashion & Style

Jake Woolf’s newsletter explores why the best part of clothing isn’t buying it — a timely reminder in an era of relentless consumption. The piece resonates with anyone who’s felt the diminishing returns of acquisition versus the lasting satisfaction of pieces that become part of your identity.

Meanwhile, Blackbird Spyplane documents a month-long experiment wearing only black, revealing how constraints can actually expand creative possibilities. Sometimes limiting your palette forces you to think more carefully about silhouette, texture, and proportion.

Sports & Fitness

At Paris-Nice, Jonas Vingegaard sealed a historic title despite late drama from Lenny Martinez on stage 8. Writing in Daniel Benson’s Cycling Substack, the analyst notes this wasn’t the monumental GC battle anticipated between Vingegaard, Ayuso, and Almeida — instead, it became a demonstration of Visma-Lease a Bike’s tactical superiority.

The Trofeo Alfredo Binda delivered more excitement, with Karlijn Swinkels taking her first WorldTour victory in a sprint finish, showing that UAE Team ADQ’s investment in depth is paying dividends.

Photography

Sony camera deals are flowing in their weekly savings roundup, with significant discounts across the Alpha lineup. More interesting is the discussion around the OM System TG-7 for underwater work — a reminder that sometimes the best camera is the one that survives the conditions you’re shooting in.

The ongoing debate about photo culling efficiency highlights a universal photographer challenge: balancing speed with accuracy when sorting through thousands of frames. The temptation to over-analyze rarely improves results.


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