WIN K.H (@wintakh) header
WIN K.H (@wintakh) profile picture

Monetization @Meta | Formerly: Partnerships @Square, Accounting @DeloitteUS • opinions are my own •

Oakland, CA
Joined August 2019
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“Leaders should be evaluated by how many leaders they create and not how many followers they have.”
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Coopetition is nothing new in tech partnerships. Startups build on larger platforms, prove demand, and eventually the platform decides to compete by building it themselves. AI accelerates that cycle. If your biggest partner can replicate your product in weeks, what’s your moat?
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It really is coming down to compute access. The classic build, buy or partner decision. Few can afford to build, strategic acquisitions unlock value through partnership (case in point) & the rest buy. Compute strategy is shaping how companies scale and who wins in this market.
Cursor was about to raise a few billion dollars. Then it sold to SpaceX for $60B. a16z's Martin Casado, who was on the deal, explains why. 1. Anthropic released Mythos, which he guesses cost ~$3B to build 2. To keep training its own models, Cursor needed far more compute 3. Very few companies on earth have that much 4. SpaceX had the compute. Cursor had the most users, the most coding data and a team that could train models 5. The live raise set the price The largest AI acquisition ever came down to one thing: who owns the compute. Full breakdown here: theaiopportunities.com/p/ins…
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Right now, it’s a race for compute capacity. Eventually, the focus shifts toward optimizing cost and efficiency. I think that’s when orbital data centers will get really interesting. 🛰️ Imagine tapping into near-continuous solar power, courtesy of Mother Nature.🤔
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Working on Meta’s Business AI agent launch (not to be confused with our beloved Muse 👀) got me thinking about the economics of bringing AI products to market, especially compute costs.
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At Meta, the economics look different given its scale and CAPEX. For AI-native startups, compute can be a major COGS line item. The accountant in me immediately thinks about margins, capital requirements and scalability.
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While Silicon Valley is racing to build the next generation of AI, millions of small business owners are still trying to understand what AI can actually do for them.
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The number of AI tools keeps growing, but meaningful adoption is lagging. A 2026 Goldman Sachs survey found that 76% of participating small businesses use AI, yet only 14% have fully integrated it into their core operations.
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Shoutout to whoever took @Venmo off life support and decided to start shipping again 😂 I’m using it wayyy more than Zelle now. No bank login, easy splits, emojis. A good reminder that even payments can & should have a delightful UX.
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Are there still real humans on X? Or have they all migrated to Threads? My mentions are all spam and bots 🤦🏾‍♀️ Follow me on threads, same handle @wintakh
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Being underestimated is one of the biggest competitive advantages you can have.
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The pomodoro technique is getting me through on this fine Friday.
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Create your luck 🍀
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talent is created equally , opportunity is not.
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“Those who commit to nothing, are distracted by everything” - Bhagavad Gita
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🎯
At a certain point in your career, you switch from looking for whatever you can get to you-shaped roles. It’s a privilege but an important transition. It's where your (specific) collective experiences can be applied in the most potent ways. It's where your best work happens.
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That said - there are countless Twitter accounts dedicated to building investing communities, whether focused on market trading or crypto. Huge opportunity here.
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🧵 1/10 In January 2021, a group of retail investors on Reddit’s r/WallStreetBets executed a massive short squeeze on GameStop ($GME) stock, sending its price from under $20 to $483. This event marked a pivotal moment in the history of financial markets. #GameStop #Finance
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2/10 Hedge funds had heavily shorted GameStop, betting that its stock price would fall. However, retail investors banded together to buy shares and options, driving up the price and forcing short sellers to cover their positions at a loss. #ShortSqueeze
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Mental toughness is the ability to remain focused and resilient in the face of challenges. It's not about being the best, but about giving your best, every day. #MentalToughness #Resilience
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Sometimes we get so caught up in the details that we "can't see the forest through the trees." Remember to step back and see the bigger picture. 🌲🌳 #Perspective #BigPicture
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Fear is the thief of dreams
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No growth in the comfort zone, no comfort in the growth zone.
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