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Sourcery: Daily Summaries Delivered
by Sourcery with Molly O'Shea
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- 3 days ago56 min
The $2B AI Startup Simulating Human Behavior with 85% Accuracy
What if AI could predict human behavior before it happens?I sat down with Joon Sung Park, Co-Founder & CEO of Simile, the $2B AI startup building foundation models of human behavior, backed by Greenoaks, Index Ventures, + investors including Fei-Fei Li & Andrej Karpathy.Simile is building digital twins of real people to simulate how individuals, consumers, and entire populations make decisions. Its foundational Stanford research demonstrated 85%+ accuracy in predicting human behavior, and today the company has partnerships providing access to over 40 million real people globally.Companies including CVS, Wealthfront, Deloitte, and Banco Itaú are already working with Simile to understand their customers, test products, optimize messaging, and simulate decisions before deploying them in the real world.Recorded at Index Ventures in San Francisco, we discuss how Joon's original Stanford research, Smallville, evolved from 25 autonomous AI agents into a $2B company, why human behavior is more predictable than we think, and how simulations could transform traditional market research, corporate strategy, and decision-making.We also put Simile to the test. Before our interview, Joon simulated our conversation using AI, and the model correctly anticipated one of my opening questions.Joon Sung Park: https://x.com/joon_s_pk Molly O’Shea: https://x.com/MollySOShea Sourcery: https://x.com/sourceryy 𝐄𝐏𝐈𝐒𝐎𝐃𝐄 𝐋𝐈𝐍𝐊YouTube: https://youtu.be/-6Kg5N7JL7I𝐒𝐏𝐎𝐍𝐒𝐎𝐑𝐒• Brex—The modern finance platform, combining the world’s smartest corporate card with integrated expense management, banking, bill pay, & travel. https://brex.com/sourcery • Harvey—The AI platform built for legal work, is helping the best firms and companies close deals faster. More than 200,000 lawyers, 80% of the Am Law 100, and over 20% of the Fortune 500 build with Harvey. Visit: http://harvey.ai/ • Zone—develops next-generation data center campuses, partnering with AI companies, site developers and technology leaders to bring compute online faster and at scale. Visit: https://zonefrontier.com • Mercor—The human intelligence behind frontier AI. Frontier labs and leading enterprises use Mercor to turn the knowledge of 5M+ experts into the data, evals and benchmarks that make AI better at real work. Visit: http://mercor.com/sourcery • VCX—VCX is the public ticker for private tech, allowing investors of all sizes to invest in venture capital. View The Portfolio at http://GetVCX.com • Deel—Deel is the global people platform that helps startups hire, manage, pay, and equip anyone, anywhere. Trusted by more than 35,000 fast-growing companies, Deel is the people platform that just works, so teams can scale without the chaos. Visit: https://www.deel.com/sourcery• Public–Investing platform Public just launched Generated Assets, which lets you turn any idea into an investable index with AI. With Generated Assets, you can build, backtest, refine, and invest in any thesis with AI. Gone are the days of one-size-fits-all
- 5 days ago59 min
Ex-Twitter CEO Says We’re Underestimating AI Agents by 10,000x
Former Twitter CEO & CTO Parag Agrawal predicts AI agents could drive another 5,000–10,000x increase in web usage, fundamentally transforming how the internet operates and makes money.Now Founder & CEO of $2 Billion Parallel Web Systems, Parag is building the search infrastructure for an internet where AI agents, not humans, become the primary users. With a reported $230M raised, customers including Harvey and Notion, and a team that has grown 4x this year, Parallel is positioning itself at the center of the AI infrastructure boom.Recorded at Index Ventures in San Francisco, we discuss the massive GPU demand behind AI search, why traditional advertising and subscription models could break, and how Parallel is developing a new way to compensate content owners as agents replace human browsing. Parag also explains why the web will shift from reactive to proactive, how he's scaled Parallel from 30 to 120 employees this year, and lessons from his 11 years at Twitter as engineer, CTO, and CEO.Parallel Web Systems was funded by Index Ventures.Parag Agrawal: https://x.com/paraga Molly O’Shea: https://x.com/MollySOShea Sourcery: https://x.com/sourceryy 𝐒𝐏𝐎𝐍𝐒𝐎𝐑𝐒• Brex—The modern finance platform, combining the world’s smartest corporate card with integrated expense management, banking, bill pay, & travel. https://brex.com/sourcery • Harvey—The AI platform built for legal work, is helping the best firms and companies close deals faster. More than 200,000 lawyers, 80% of the Am Law 100, and over 20% of the Fortune 500 build with Harvey. Visit: http://harvey.ai/ • Zone—develops next-generation data center campuses, partnering with AI companies, site developers and technology leaders to bring compute online faster and at scale. Visit: https://zonefrontier.com • Mercor—The human intelligence behind frontier AI. Frontier labs and leading enterprises use Mercor to turn the knowledge of 5M+ experts into the data, evals and benchmarks that make AI better at real work. Visit: http://mercor.com/sourcery • VCX—VCX is the public ticker for private tech, allowing investors of all sizes to invest in venture capital. View The Portfolio at http://GetVCX.com • Deel—Deel is the global people platform that helps startups hire, manage, pay, and equip anyone, anywhere. Trusted by more than 35,000 fast-growing companies, Deel is the people platform that just works, so teams can scale without the chaos. Visit: https://www.deel.com/sourcery• Public–Investing platform Public just launched Generated Assets, which lets you turn any idea into an investable index with AI. With Generated Assets, you can build, backtest, refine, and invest in any thesis with AI. Gone are the days of one-size-fits-all ETFs. https://public.com/sourcery Follow Sourcery for the latest updates!https://www.sourcery.vcDisclosure: Paid Ad. Agents are an experimental AI tool. Its output may be inaccurate and is not investment advice. Public Holding’s, Inc. makes no guarantees about its accuracy or reliability—verify independently before use. Brokerage accounts and services provided by Open to the Public Investing, Inc. See additional disclosures at https://public.com/disclosures/agenticdisclosures.
- 1 weeks ago56 min
Apollo’s Yahoo Playbook, 5 Years After the $5B Deal
Apollo bought Yahoo and AOL from Verizon in 2021 for about $5B, nearly half the $9B Verizon spent assembling them. 5 years later, Yahoo has returned Apollo’s capital in one of the fastest returning deals in the firm’s history.Jim Lanzone has been CEO of Yahoo since September 2021. Yahoo ranks among the top 5 internet companies in the US, reaching roughly 90% of the American online population and 700M users globally each month across Finance, Sports, Mail, News, and Search. Jim previously served as CEO of Tinder, CBS Interactive, where he launched CBS All Access (now Paramount+), and Ask Jeeves, and co-founded eTour. He sits on the board of Snap.We go inside the Apollo acquisition, a structure of roughly $4.25B in cash, $750M in preferred interests, and a 10% stake retained by Verizon, and how Jim works with Reed Rayman, now Head of the AI Sector at Apollo and still Yahoo’s board chair. Jim walks through reorganizing Yahoo into GM-led brands, shutting down and selling a money-losing ad tech stack, and divesting EdgeCast, TechCrunch, and AOL, which went to Bending Spoons for a reported $1.4B to $1.5B. We also cover Yahoo Scout, the company’s first in-house search engine in 17 years, and why startups with less than one-tenth of 1% of Yahoo’s users carry higher valuations.“It’s one of the fastest returning deals in the history of Apollo. We are playing with house money now for what the upside could be here.”We cover: › Inside Apollo’s ~$5B acquisition and the deal structure › Working with Apollo’s Reed Rayman on a growth-led turnaround› Divesting AOL, EdgeCast, TechCrunch, and the ad tech stack› Yahoo Scout, AI search, and 30 years of search data› 700M monthly users and Yahoo’s valuation vs AI startupsJim Lanzone: https://x.com/jlanzone Molly O’Shea: https://x.com/MollySOShea Sourcery: https://x.com/sourceryy 𝐄𝐏𝐈𝐒𝐎𝐃𝐄 𝐋𝐈𝐍𝐊YouTube: https://youtu.be/31JELwiXgMo𝐒𝐏𝐎𝐍𝐒𝐎𝐑𝐒• Brex—The modern finance platform, combining the world’s smartest corporate card with integrated expense management, banking, bill pay, & travel. https://brex.com/sourcery • Harvey—The AI platform built for legal work, is helping the best firms and companies close deals faster. More than 200,000 lawyers, 80% of the Am Law 100, and over 20% of the Fortune 500 build with Harvey. Visit: http://harvey.ai/ • Zone—develops next-generation data center campuses, partnering with AI companies, site developers and technology leaders to bring compute online faster and at scale. Visit: https://zonefrontier.com • Mercor—The human intelligence behind frontier AI. Frontier labs and leading enterprises use Mercor to turn the knowledge of 5M+ experts into the data, evals and benchmarks that make AI better at real work. Visit: http://mercor.com/sourcery • VCX—VCX is the public ticker for private tech, allowing investors of all sizes to invest in venture capital. View The Portfolio at http://GetVCX.com • Deel—Deel is the global people platform that helps startups hire, manage, pay, and equip anyone, anywhere. Trusted by more than 35,000 fast-growing companies, Deel is the people platform that just works, so teams can scale without the chaos. Visit: https://www.deel.com/sourcery• Public–Investing platform Public just launched Generated Assets, which lets you turn any idea into an investable index with AI. With Generated Assets, you can build, backtest, refine, and invest in any thesis with AI. Gone are the days of one-size-fits-all ETFs. https://public.com/sourcery Follow Sourcery for the latest updates!https://www.sourcery.vcDisclosure: Paid Ad. Agents are an experiment
- 1 weeks ago1h 29m
Vercel CEO Guillermo Rauch on Building the Internet for Agents
Guillermo Rauch, founder and CEO of Vercel, joins Sourcery from the company's San Francisco headquarters to discuss how AI agents are transforming software development, infrastructure, and the economics of SaaS.Vercel has reportedly reached $600M in annualized revenue, growing 148% YoY, with more than 485,000 paying teams and a $9.3B valuation. Its infrastructure powers applications for OpenAI, Meta, Stripe, Shopify, DoorDash, and more.AI agents now account for 60% of Vercel deployments, up from just 3% at the beginning of 2026. Guillermo explains why coding is becoming dramatically cheaper, why companies may eventually generate software instead of buying it, and how the internet is shifting from human interfaces to agent-native infrastructure.We cover open vs. closed AI models, autonomous agents, cybersecurity, the future of SaaS, exploding compute demand, and how the role of software engineers is changing.Guillermo Rauch: https://x.com/rauchgMolly O’Shea: https://x.com/MollySOShea Sourcery: https://x.com/sourceryy 𝐄𝐏𝐈𝐒𝐎𝐃𝐄 𝐋𝐈𝐍𝐊YouTube: https://youtu.be/WuorvLfAFmA𝐒𝐏𝐎𝐍𝐒𝐎𝐑𝐒• Brex—The modern finance platform, combining the world’s smartest corporate card with integrated expense management, banking, bill pay, & travel. https://brex.com/sourcery • Harvey—The AI platform built for legal work, is helping the best firms and companies close deals faster. More than 200,000 lawyers, 80% of the Am Law 100, and over 20% of the Fortune 500 build with Harvey. Visit: http://harvey.ai/ • Zone—develops next-generation data center campuses, partnering with AI companies, site developers and technology leaders to bring compute online faster and at scale. Visit: https://zonefrontier.com • Mercor—The human intelligence behind frontier AI. Frontier labs and leading enterprises use Mercor to turn the knowledge of 5M+ experts into the data, evals and benchmarks that make AI better at real work. Visit: http://mercor.com/sourcery • VCX—VCX is the public ticker for private tech, allowing investors of all sizes to invest in venture capital. View The Portfolio at http://GetVCX.com • Deel—Deel is the global people platform that helps startups hire, manage, pay, and equip anyone, anywhere. Trusted by more than 35,000 fast-growing companies, Deel is the people platform that just works, so teams can scale without the chaos. Visit: https://www.deel.com/sourcery• Public–Investing platform Public just launched Generated Assets, which lets you turn any idea into an investable index with AI. With Generated Assets, you can build, backtest, refine, and invest in any thesis with AI. Gone are the days of one-size-fits-all ETFs. https://public.com/sourcery Follow Sourcery for the latest updates!https://www.sourcery.vcDisclosure: Paid Ad. Agents are an experimental AI tool. Its output may be inaccurate and is not investment advice. Public Holding’s, Inc. makes no guarantees about its accuracy or reliability—v
- 2 weeks ago1h 10m
Thrive Capital's Bet on Neuralink, OpenAI & the Future of Medicine
Dr. Nworah Ayogu, MD, MBA, Partner at Thrive Capital, joins Sourcery to discuss how AI is transforming drug discovery, medicine, and the economics of healthcare.A Harvard-trained physician, founding team member of Cityblock Health, former General Manager of Amazon Clinic and first Chief Medical Officer of Amazon Pharmacy, Nworah now invests at Thrive Capital, whose portfolio includes Neuralink, Isomorphic Labs, OpenEvidence, OpenAI, Oscar Health, and Cadence.We cover AI's potential to accelerate drug development from 10 years to 4, Isomorphic Labs and Demis Hassabis, Neuralink's brain-computer interfaces, OpenEvidence's rapid adoption among physicians, personalized medicine, and the emergence of 10X doctors and nurses.We also explore Thrive's 14 healthcare incubations, the next generation of trillion-dollar healthcare companies, and why AI's most important breakthroughs may happen in medicine rather than software.Disclaimer: This podcast is for informational purposes only. The views expressed are the speaker's own as of the recording date and are subject to change. Thrive funds and their affiliates have investments in certain companies discussed in this episode. References to those companies are illustrative, do not represent all investments made by Thrive, and should not be viewed as recommendations or indications of future investment performance. Past performance is not indicative of future results.Dr. Nworah Ayogu: https://www.linkedin.com/in/nworahMolly O’Shea: https://x.com/MollySOShea Sourcery: https://x.com/sourceryy 𝐄𝐏𝐈𝐒𝐎𝐃𝐄 𝐋𝐈𝐍𝐊YouTube: https://youtu.be/gYA2yyV6U5E𝐒𝐏𝐎𝐍𝐒𝐎𝐑𝐒• Brex—The modern finance platform, combining the world’s smartest corporate card with integrated expense management, banking, bill pay, & travel. https://brex.com/sourcery • Harvey—The AI platform built for legal work, is helping the best firms and companies close deals faster. More than 200,000 lawyers, 80% of the Am Law 100, and over 20% of the Fortune 500 build with Harvey. Visit: Harvey.ai• Zone—develops next-generation data center campuses, partnering with AI companies, site developers and technology leaders to bring compute online faster and at scale. Visit: https://zonefrontier.com • Turing—Turing delivers top-tier talent, data, and tools to help AI labs improve model performance—and enables enterprises to turn those models into powerful, production-ready systems. https://turing.com/sourcery • VCX—VCX is the public ticker for private tech, allowing investors of all sizes to invest in venture capital. View The Portfolio at http://GetVCX.com • Deel—Deel is the global people platform that helps startups hire, manage, pay, and equip anyone, anywhere. Trusted by more than 35,000 fast-growing companies, Deel is the people platform that just works, so teams can scale without the chaos. Visit: https://www.deel.com/sourcery• Public–Investing platform Public just launched Generated Assets, which lets you turn any idea into an in
- 2 weeks ago54 min
Perplexity CEO: SMBs Could Drive the Next Economic Boom
Perplexity Founder & CEO Aravind Srinivas believes the next wave of American economic growth could come from smaller, AI-native businesses, not just the largest technology companies.Perplexity, valued at ~$20B with more than $2B in reported funding and backing from NVIDIA, SoftBank, IVP, NEA, Accel, Jeff Bezos, and Elad Gil, has evolved from an AI answer engine into a platform for autonomous agents, research, and knowledge work.I sat down with Aravind at Perplexity's new San Francisco headquarters to discuss the economics of AI, the future of entrepreneurship, and why agents could enable a generation of smaller, more profitable companies.Aravind reveals that Perplexity's revenue is growing 5x year over year, enterprise adoption is accelerating, and one solopreneur is spending over $1M annually on Perplexity Computer while generating $3M in annual revenue.We also explore Perplexity's bet on local AI, its work with NVIDIA and Apple, and why the company has no plans to build its own data centers despite the massive infrastructure buildout underway.Aravind Srinivas: https://x.com/AravSrinivas Molly O’Shea: https://x.com/MollySOShea Sourcery: https://x.com/sourceryy 𝐄𝐏𝐈𝐒𝐎𝐃𝐄 𝐋𝐈𝐍𝐊YouTube: https://youtu.be/1C8_n9nnx5Y𝐒𝐏𝐎𝐍𝐒𝐎𝐑𝐒• Brex—The modern finance platform, combining the world’s smartest corporate card with integrated expense management, banking, bill pay, & travel. https://brex.com/sourcery • Harvey—The AI platform built for legal work, is helping the best firms and companies close deals faster. More than 200,000 lawyers, 80% of the Am Law 100, and over 20% of the Fortune 500 build with Harvey. Visit: http://harvey.ai/• Zone—develops next-generation data center campuses, partnering with AI companies, site developers and technology leaders to bring compute online faster and at scale. Visit: https://zonefrontier.com • Turing—Turing delivers top-tier talent, data, and tools to help AI labs improve model performance—and enables enterprises to turn those models into powerful, production-ready systems. https://turing.com/sourcery • VCX—VCX is the public ticker for private tech, allowing investors of all sizes to invest in venture capital. View The Portfolio at http://GetVCX.com • Deel—Deel is the global people platform that helps startups hire, manage, pay, and equip anyone, anywhere. Trusted by more than 35,000 fast-growing companies, Deel is the people platform that just works, so teams can scale without the chaos. Visit: https://www.deel.com/sourcery• Public–Investing platform Public just launched Generated Assets, which lets you turn any idea into an investable index with AI. With Generated Assets, you can build, backtest, refine, and invest in any thesis with AI. Gone are the days of one-size-fits-all ETFs. https://public.com/sourcery Follow Sourcery for the latest updates!<a href="https://www.sourcery.vc/" target=
- 3 weeks ago1h 25m
USV’s New $900M Fund: Fred Wilson, Rebecca Kaden & Mike Mignano
USV spent 20 years keeping its funds small on purpose. Its new $900M raise is the largest fund cycle in the firm’s history.I sat down with USV General Partners Fred Wilson, Rebecca Kaden and Michael Mignano at the firm’s New York office to unpack why one of venture capital’s most disciplined early-stage firms is getting bigger now, and what they think the next era of AI will look like. Together with General Partner Nick Grossman, they’re leading USV into its next chapter.USV was early to Twitter, Coinbase, Stripe, MongoDB, Twilio, Etsy, Duolingo and Abridge. More than 20 years after Fred Wilson and Brad Burnham laid out the firm’s original internet thesis, Fred believes AI today looks a lot like the internet in 2003. The infrastructure is here, but many of the defining applications have yet to be built.We get into why AI is making products cheaper to build but breakout companies potentially more expensive to create, why ARR can hide weak retention, the growing importance of founder storytelling, personal AI agents, the “Rebel Alliance” around open AI infrastructure, and why energy may be one of the cleanest bets on AI.At the center of USV’s new thesis is “obliterate, don’t automate.” Instead of making existing industries incrementally more efficient, AI could completely restructure them. Fred’s version is simple. Don’t hire a lawyer, use an AI lawyer. Don’t hire an accountant, use an AI accountant. Don’t hire a doctor, use an AI doctor.Fred Wilson: https://x.com/fredwilsonRebecca Kaden: https://x.com/rebeccakadenMichael Mignano: https://x.com/mignanoMolly O’Shea: https://x.com/MollySOShea Sourcery: https://x.com/sourceryy 𝐄𝐏𝐈𝐒𝐎𝐃𝐄 𝐋𝐈𝐍𝐊YouTube: https://youtu.be/sYH4fKKtSPw𝐒𝐏𝐎𝐍𝐒𝐎𝐑𝐒• Brex—The modern finance platform, combining the world’s smartest corporate card with integrated expense management, banking, bill pay, & travel. https://brex.com/sourcery • Zone—develops next-generation data center campuses, partnering with AI companies, site developers and technology leaders to bring compute online faster and at scale. Visit: https://zonefrontier.com • Turing—Turing delivers top-tier talent, data, and tools to help AI labs improve model performance—and enables enterprises to turn those models into powerful, production-ready systems. https://turing.com/sourcery • VCX—VCX is the public ticker for private tech, allowing investors of all sizes to invest in venture capital. View The Portfolio at http://GetVCX.com • Deel—Deel is the global people platform that helps startups hire, manage, pay, and equip anyone, anywhere. Trusted by more than 35,000 fast-growing companies, Deel is the people platform that just works, so teams can scale without the chaos. Visit: https://www.deel.com/sourcery• Public–Investing platform Public just launched Generated Assets, which lets you turn any idea into an investable index with AI. With Generated Assets, you can build, backtest, refine, and invest in any thesis with AI. Gone are the days of one-size-fits-all ETFs. https://public.com/sourcery Follow Sourcery for the latest updates!https://www.sourcery.vcDisclosurePaid Endorsement. Brokerage services by Open to the Public Investing Inc, member FINRA & SIPC. Advisory services by Public Advisors LLC, SEC-registered adviser. Crypto trading provided by Zero Hash LLC, licensed by the NYSDFS. Generated Assets is an interactive analysis tool by Public Advisors. Output is for informational purposes only and is not an investment recommendation or advice. See disclosures at public.com/disclosures/ga. Matched funds must remain in your account for at least 5 years. Match rate and other terms are subject to change at any time.
- 3 weeks ago28 min
John Collison, Stripe: AI Agents Will Rewire the Internet
John Collison, Co-Founder of Stripe, on how AI agents are changing commerce, payments and the internet itself.I sat down with John at Browserbase Navigate to talk agentic commerce, computer use, cybersecurity and why Stripe considers 2026 the beginning of the “singularity epoch.” We get into why computer use could be the next major leap in AI, how agents will reshape product discovery and transactions, and why Stripe is rebuilding parts of its infrastructure for AI instead of humans.We also cover Stripe’s acquisitions of Bridge, Privy, Metronome and OpenRouter, usage-based billing, multi-model routing and how AI is already transforming workflows inside Stripe.Browserbase builds infrastructure for AI agents that use the web, providing cloud browsers and tooling that let agents navigate websites and take actions across existing web interfaces.𝐓𝐈𝐌𝐄𝐒𝐓𝐀𝐌𝐏𝐒 Stripe’s $1.9T & Rebuilding for AI Why Agents Will Replace Web Forms How AI Rewires Commerce & Product Discovery Why AI Could Mean More Cyberattacks Why Stripe Says the Singularity Started in 2026 Stripe Is Rebuilding Its APIs for AI Agents Why Stripe Bought Bridge, Privy, Metronome & OpenRouter When Stripe Builds vs. Buys How AI Is Changing Stripe Internally How John Keeps Up With AI The Coming Good Bot vs. Bad Bot Problem 17 Years of Lessons Building Stripe
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