
Darshan
@DarshanG_
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research & investments across web3, ai & frontier tech
Global
Joined September 2015
Check out the awesome market map we’ve worked on, biased but it’s the best out there 💯. Been awesome to collaborate with @caseykcaruso on scouting, researching and mapping the best projects in the market. Please do help contribute to it. This is just the start! 🔥
Open sourcing a community-led market map of Decentralized AI. Most market maps are static and biased. We wanted to make one that was interactive and crowdsourced. Pls submit any projects that are missing. We implemented a 3d viz using @d3js_org and a.
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Bill of materials is one of the hidden strategy components to study about a robot. I've dived deep into it - helping break down why it not only matters, but also helps you map out the stack + figure out always where's the next opportunity going to come through . Hope you'll.
Humanoid-robot economics look complex. Until you zoom into the Bill of Materials (BOM). BOM isn’t just a cost sheet. It’s a "strategy map". It reveals where cost hides leverage, where complexity hides moat, and where hardware and software meet or clash. - when you know how to
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Just joined the @adinlone Member network. AI does the diligence. Members surface the deals and earn carry. Apply here →
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RT @megabyte0x: Experience speaks for itself. Today, I experienced it from both fronts in multiple calls with mentors, @kunalvg, @vaidikm….
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Great to work on this one last year 🫡.
This is an awesome industry map on how crypto is already operating as core infra in the emerging AI stack from @topology_vc (h/t @DarshanG_ ).
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Get in 🫡.
Dear VCs,. @delphi_labs and @cyberFund_ teamed up to run our first-ever dAGI Accelerator cohort with 8 amazing teams building the future of open, unstoppable AI. After two months of relentless, product-focused progress, each team is ready to show off what they've built. Join us
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what are the best newsletters/ researchers focused on onchain data? . I know @ournetwork__ is a great one, any others?.
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this is what you live for 👀 insane!.
Meet Romulus and Remus—the first animals ever resurrected from extinction. The dire wolf, lost to history over 10,000 years ago, has returned. Reborn on October 1, 2024, these remarkable pups were brought back to life using ancient DNA extracted from fossilized remains. Watch
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I've been spending time to understand everything that's happening in robotics ecosystem deeply over and have put down this research piece. Do check it out👇. Physical AI is here👀.
For decades, robotics was limited to rigid, rule-based machines confined to factory floors. These systems were manually programmed for narrow tasks, operating in structured environments with no ability to perceive, reason, or adapt. They relied on hardcoded scripts, required
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''The shift from centralized → distributed → fully decentralized AI is inevitable''. We have tried to map out the journey for AI training over a period of time and what are a few aspects or developments we're keen to track. Check it out 👇.
AI training has remained highly centralized, dominated by a few corporations with exclusive access to large-scale compute infrastructure and billions in capital. Models like GPT-4 and LLaMA 3 cost over $100M to train, relying on proprietary cloud environments, specialized GPU
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Decentralised training is the future, one of the most exciting categories for me personally👀.
Today, training and fine-tuning of AI models is dominated by a handful of companies, requiring billions of dollars in compute and relying on proprietary cloud infra. Decentralized training can help mitigate this dependency, enabling an open, verifiable, and community-driven
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We've put down parameters we look to evaluate when supporting web3 projects👇. Pls do share your feedback!.
1/ Fundraising is hard. Early stage founders often struggle to understand how investors think. We want to change that. Instead of leaving founders guessing, we’re sharing our investment framework so they can better understand what we look for and why.
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Top research, a must read for anyone wanting to understand more about @deepseek_ai and its implications to the broader ecosystems.
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So much good to take from here for me. Especially tweeting/ writing more. Probably will double down on that 🫡. @hosseeb 👏.
After meeting hundreds of ultra-successful people, here is what I've seen as the most common path to building a wildly successful career: .> Be smart (but not too smart) .> Constantly feel like you’re not good enough .> Sacrifice your social life in your 20s .> Write/tweet a lot.
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Yap early, yap only, yap often. @_kaitoai is connecting AI, attention and capital with Yaps. Just claimed my social card and I'm accumulating Yap points in real-time. Claim yours 👉
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