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Aditya Agarwal
@adityaag
General Partner @SPC, Co-Founder @Bevel_Health | Ex: Early Eng @facebook, CTO @Dropbox, Board @Flipkart | Optimist, Builder, Dad
408 Following    75.3K Followers
Turns out alchemical dreams were real. We converted sand into superintelligence. Who cares about gold… We transmuted the most ordinary into the most extraordinary.
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It is always so odd how fixated investors/press are on the last private round price Whether ANT IPOs at $1.2T or $2T --> it is an insanely impressive act of value creation within 6 years *AND*, most of the value of companies ends up getting created after they are public
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Shipping more is easy now. Shipping things people want is the hard part. Anthropic's Head of Design @joellewenstein talked to @soleio about the slop gap.
This is a LP letter that we recently wrote with our lessons on spotting talent from a decade of investing at the frontier. The most common thing you hear about early stage investing is that "It is 90% about the founder". We agree but have always been unsatisfied by the lack of falsifiability, specificity, and repeatability of that statement. What are the dimensions of excellence? How do they translate into companies? It was a pleasure to collaborate with @gopalkraman on this.
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If I’m investing in frontier AI I would underwrite it mostly on new discovery and its applications like medicine because coding and most of knowledge work is quickly being saturated by sub-frontier models.
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demo nights are back! join us next Thursday, November 5 for our next @spc demo night, featuring: - training Super Smash Bros-playing models @ericyuegu - frontiers of real-to-sim @frncswllms - autonomous biotechs, and much more... link below :)
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Very very excited about what @centai_health is building. So much potential to bring better health to everyone in India.
📣 @centai_health has raised a $15M Series A, co-led by @spc and @BlumeVentures, to build a full-stack preventive health platform for India. Cent was founded in 2025 by @shashanknd, @akhandelwal and Arpit Garg. We met them @spc_india, and were their first investor. In India, heart disease, cancer, metabolic diseases, are usually found, when it's too late. Cent is built to catch diseases earlier, when we can still do something about it. Maybe even prevent it. They combines purpose-built hardware, AI-driven radiology, diagnostics, and bioinformatics, to find disease years before symptoms appear. They've completed 10,000 scans across BLR, Mumbai & Delhi NCR, and are targeting 10M scans by 2035. That’s millions of lives impacted. Congratulations to this team! We’re proud to be your partners, as you build a future where healthcare is preventive, continuous and personalised. And no one finds out too late.
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More and more I am coming to accept that our understanding of the sciences were but limited by our desire to have solutions that we could understand.
The biggest risk to American AI is scaring ourselves into slowing down. Fear is a policy choice. So is building. Had a great conversation with @sriramk at @spc last week.
This is such a banger that I cannot recommend it enough. Key section below:
U.S. stocks and ETFs. Tokenized by EQX. Trading 24/7/365. 11 markets are now live on the @HyperliquidX orderbook.
One weird effect of being max AI pilled is that I have started to really treasure IRL time with my family and my friends. Put on some techno, dance with friends, take your kids to the park. Let the agents cook (or not). But dear god, celebrate humans.
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America’s capital markets are an underrated strategic weapon. Anduril CEO Brian Schimpf on turning that edge into a tool for national priorities: "The US capital market structure is, it's not like it's 10% better than anyone else, it's like several thousand times better than anyone else. Like it is just wildly better." "If you're leaning into that and saying, 'Hey, we actually have great capital allocators that know how to underwrite companies and lean in on these things.' Great, let's just use the capital stack in a way that is aligned with national priorities around certain industries, certain capabilities, things like that." "Where else could you finance $200 billion of data center investments with like basically no real revenue to show for it? Like it's crazy." @SchimpfBrian @eriktorenberg
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"Capitalism created the possibility of the win win win. It used to be a zero sum game where somebody won, somebody else lost. The biggest mistake people make they still think we're in a zero sum world. They're obsessed with some billionaires because Bernie Sanders thinks that @JeffBezos and @elonmusk somehow stole the money from the people. They don't understand that it's this prosperity machine that's creating more, not just for those billionaires, but for everything that they're touching. They're creating value for their customers, they're creating value for their employees. Their suppliers are flourishing, their investors are seeing their capital go up. It can be reinvested and compound. All philanthropy ultimately comes from business. That's where the profits are. Where does all the taxes come from? It ultimately comes from business as well. This is the engine that's lifting humanity out. The entrepreneurs are the drivers of that engine. Somebody like Elon Musk, he gets a very, very, very tiny sliver of the value that he creates for the whole world." — @iamjohnmackey
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Ok, more math with Mr @ScottWu46.
SPC alum @ScottWu46 has always been a math savant. Here's his take on the moneyball-ization of startups:
A common misconception is that if you are super rich, you can get unlimited access to the world's best doctor/lawyer/creative-professional etc. The reality is that the world's leading cancer doctor will still see you for 20-30min if you have cancer no matter how much money you have. This is why AI is so crazy. It both democratizes access AND it makes the amount of time available unlimited for every individual. This is the practical effect of intelligence too cheap to meter.
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America turned 250 years old earlier this year. India turns 80 today...80 years young. Building countries is really hard. 80 years in...America was struggling with a civil war. Indians should be damn proud of the country they have built. Like America, India wants more. She wants to be better and stronger and more successful. She will get there.
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Today we’re announcing SPC Fund IV: $575M to help founders find their life’s work. A decade of guiding founders through -1 to 0 brings @SPC to $2B in AUM and, more importantly, a 1200 member community of the world’s most talented technologists. We strongly believe that: → The person comes before the idea. At -1, generational founders are often busy reading, prototyping, discarding, and earning the right to their own conviction. → Ambition is social. The people you surround yourself with in the early days play a big part in inflecting your ambition. → Patience compounds. It is better to work on something you have deep conviction in rather than simply sprint at the first idea. The quiet months we protect at the beginning have produced three funds in the top 10% of their vintages, and companies like @baseten, @GammaApp, @render, @GoodfireAI, @LumaLabsAI, and @tryprofound. We are proud to have worked with all these founders in their -1 phase and beyond. While we defined -1 to 0, we're no longer bound by it. Fund IV allows us to partner with companies well beyond launch. We're doing this now because we've never seen a wider gap between what's possible and what's being attempted. Intelligence is abundant. The cost of trying ideas keeps falling, and problems that seemed insurmountable a few years ago are quickly becoming solvable. To our members, to the founders who trusted us before anyone else did, and to the LPs who had conviction in our own -1 journey: thank you. This milestone belongs to you as much as to us. To the builders looking to find your life’s work: let’s get started.
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