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  1. Y Combinator1h 19m

    Simon Benjamin on Architectures for Quantum Computing

    Simon Benjamin, John Preskill, Craig Cannon

    Driven by experimental progress surpassing the 99% fault-tolerance threshold, Oxford University's ion trap systems now achieve 99.9% gate fidelity, enabling the first viable implementations of quantum error correction. The research team proposes a modular networking architecture that links high-fidelity units via optical fibers and entanglement purification to scale toward useful applications like molecular simulation while avoiding the engineering bottlenecks of monolithic designs. By addressing hardware limitations through this approach, the project aims to demonstrate a fully linked two-module system within a year, bridging the gap between current quantum supremacy demonstrations and future large-scale computational utility.

  2. Y Combinator1h 3m

    Helping Landlords Find Tenants – Sean Mitchell of Rezi

    Sean Mitchell, Craig Cannon

    Resi operates a full-risk leasing marketplace in New York and the Bay Area that transfers vacancy and tenant performance risks from landlords to itself while enabling apartment lease-ups in under ten minutes. The company funds these guaranteed upfront rent payments through a debt securitization model targeting mid-teens to 20% returns, preserving equity capital while utilizing automated underwriting to minimize discrimination. Early growth was driven by high-volume direct outreach to individual landlords, and the firm now leverages proprietary pricing algorithms to optimize unit rents ranging from $2,000 to $6,000 monthly.

  3. Y Combinator50 min

    Crypto Investors - Linda Xie and Avichal Garg

    Linda Xie, Avichal Garg, Craig Cannon, Avicil

    Industry experts Avicil and Linda project that blockchain adoption will initially prioritize decentralized exchanges and digital collectibles over complex distributed applications due to current scaling limitations. The discussion highlights a trajectory where underserved regions with inflationary currencies lead mainstream integration while technical development remains concentrated in traditional hubs like Silicon Valley and Berlin. To ensure long-term viability, the speakers advocate for mandatory default privacy, rigorous investor protection mechanisms, and a shift away from public token sales toward milestone-based venture funding structures.

  4. Y Combinator56 min

    Gaming Studio Founders - Patrick Moberg and Holly Liu

    Patrick Moberg, Holly Liu, Craig Cannon

    The Betaworks-founded studio Dots evolved from a minimalist art project inspired by Yayoi Kusama into a full-service game developer known for *Two Dots*, shifting its design philosophy from pure minimalism to narrative-driven Game as a Service models. The company's growth trajectory was marked by a viral Facebook ad error that drove massive initial user acquisition, followed by a strategic pivot to longer development cycles and live operations to manage rising customer acquisition costs and sustain high lifetime value. Today, the studio navigates the complexities of mobile market saturation by balancing indie innovation with specialized talent for mid-core genres, while exploring emerging technologies like AR and leveraging IP licensing to mitigate the challenges of clone competition and inflated marketing budgets.

  5. Y Combinator46 min

    A.I. Policy and Public Perception - Miles Brundage and Tim Hwang

    Miles Brundage, Tim Hwang, Craig Cannon

    Researchers from the Future of Humanity Institute and Oxford University analyze the dual-use nature of artificial intelligence, categorizing risks ranging from near-term digital threats like deepfakes and adversarial attacks to long-term existential concerns. They advocate for a shift in policy from reactive measures to proactive frameworks that incorporate responsible disclosure norms, interpretability standards, and structured international cooperation to address geopolitical competition and regulatory divergence. By extrapolating technical trends rather than waiting for incidents, these experts aim to establish rigorous governance models that balance rapid deployment in fields like healthcare with the critical need for safety and value alignment.

  6. Y Combinator55 min

    Cost vs Quality in Edtech – Keith Schacht, Avichal Garg, and Geoff Ralston

    Keith Schacht, Avichal Garg, Geoff Ralston

    Avicii and Keith Peltz examine the evolution of EdTech since 2011, analyzing how the industry's historical struggle with the "cost versus quality" trade-off and misaligned venture capital expectations for growth curves have shaped current market dynamics. They identify a pivotal structural shift where high-speed internet access and teacher-led adoption are dismantling the "free school" barrier, enabling companies like Mystery Science to prove that superior digital products can succeed in the mass market. The founders conclude that future innovation will likely bypass traditional public systems to focus on "learning companies" addressing individual outcomes, job training, and adult self-directed education rather than relying on institutional bureaucracy.

  7. Y Combinator54 min

    Breaking Down HackerRank's Survey of 40,000 Developers with Vivek Ravisankar

    Vivek Ravisankar, Hari, Paul Bouquet, PG, Sam, Jessica, Akshay, Shiv, Nicola, Ritika, Mark Mandelbaum Kosinskiy

    HackerRank co-founder Vivek Desai recounts the company's evolution from a failed educational venture to a global platform that connects over 3.4 million developers with employers through verified coding assessments rather than traditional resumes. As the first Indian-based Y Combinator company, the team overcame logistical hurdles to establish a market shift toward skill-based hiring, effectively reducing bias and replacing abstract brain teasers with practical problem-solving challenges. Recent data from their community highlights key industry trends, including a surge in self-taught programmers, the rising demand for Python and Go skills, and a corporate move toward prioritizing work-life balance and remote talent acquisition.

  8. Y Combinator50 min

    Funding Is an Outcome of Building a Good Business - Porter Braswell of Jopwell

    Porter Braswell, Craig Cannon

    Jopwell, a for-profit career advancement platform founded in 2014 by a former Goldman Sachs trader, connects Black, Latino, Hispanic, and Native American professionals with 44 million qualified underrepresented workers to resolve corporate recruitment pipeline challenges. Leveraging a $12 million funding raise including a Y Combinator investment, the company utilizes a "referral at scale" model that verifies diverse applicant funnels while rejecting non-profit status to operate as a scalable business. Founded on the premise that diversity is a demographic and financial imperative rather than a vague mandate, Jopwell has grown to 35 employees and serves as a data-driven bridge between underrepresented talent and companies explicitly seeking verified, diverse hiring solutions.

  9. Y Combinator53 min

    Researching Psilocybin's Effects on Depression - Dr. Rosalind Watts

    Dr. Rosalind Watts, Craig Cannon

    Led by Professors Robin Carhart-Harris and David Nutt, a pioneering research initiative successfully demonstrated that high-dose psilocybin can deactivate brain regions linked to negative rumination and offer a "reset" for patients with severe, treatment-resistant depression. Although the study achieved a 100% preference rate for psilocybin over prior treatments among its 20 participants, long-term efficacy remains limited by the absence of formal integration therapy, prompting calls for structured follow-up sessions to sustain behavioral changes. Currently constrained by reliance on single-source funding, the researchers are prioritizing comparative trials against antidepressants while advocating for a holistic therapeutic model that combines preparation, ego-dissolving experiences, and sustained support to address the growing crisis of ineffective psychiatric medication.

  10. Y Combinator59 min

    Dalton Caldwell - Startup Investor School Day 2

    Dalton Caldwell, Ben

    The Startup Investor School Day 2 addressed operational feedback from the previous day while delivering a comprehensive framework for investment philosophy, strategy, and process discipline. Expert speakers emphasized prioritizing conviction over consensus, establishing clear decision funnels, and mastering founder meeting best practices through direct communication and rigorous case studies like Nekton. The event concluded with a Q&A session that clarified complex challenges regarding commitment, negative feedback delivery, and milestone-based financing structures.

  11. Y Combinator48 min

    The Number One Goal is Getting Started - Avni Patel Thompson of Poppy

    Avni Patel Thompson, Craig Cannon

    Harvard MBA Avni leveraged her background in pharmaceuticals and international strategy to validate and launch Poppy, a child-care platform, by conducting a four-week manual trial that secured paying users before seeking capital. After three rejections from Y Combinator, she secured funding by demonstrating rapid growth and a scalable vision for global infrastructure, emphasizing that collecting revenue from strangers is essential for true product-market fit. Her journey illustrates a methodology where diverse life experiences, including a failed startup and expatriate living, serve as a "mosaic" of skills to de-risk entrepreneurship and address critical market gaps in modern family support systems.

  12. Y Combinator59 min

    Uncut Interview with Sam Altman on Masters of Scale [Audio]

    Sam Altman, Reid Hoffman, Craig Cannon

    Y Combinator President Sam Altman reflects on his accidental transition from an 18-year-old student founder to a leader who expanded the accelerator into a global hard-tech hub supporting fields like AI and synthetic biology. Drawing on lessons from his early ventures and investment in Stripe, Altman outlines a philosophy prioritizing intense user engagement, aggressive early-stage scaling, and a frugal culture to mitigate risk and foster organic growth. He emphasizes that successful leadership requires balancing clear vision with formal structure, maintaining humility through historical perspective, and recruiting senior experts to guide first-time CEOs through rapid expansion.

  13. Y Combinator1h 0m

    It's Surprising How Much Small Teams Can Get Done - Sam Chaudhary of ClassDojo

    Sam Chaudhary, Karen Lien, Craig Cannon, Liam, Paul Graham, Jenna Klein, Chris Streeter, Carol Dweck

    ClassDojo founders Sam Kiernan and Liam secured an investment from Y Combinator's Paul Graham by persistently demonstrating their platform's ability to bridge the gap between home and school communication while promoting growth mindset skills through collaborative content. Since its inception, the company has grown to serve over 300,000 schools globally with a lean team structure, relying on teacher-led adoption and radical transparency to maintain its human-centric mission. Now pivoting toward a direct-to-parent monetization model, ClassDojo aims to sustain its profitability while prioritizing educational equity and avoiding the surveillance capitalism practices common in the EdTech sector.

  14. Y Combinator51 min

    Alex Blumberg of Gimlet Media

    Alex Blumberg, Craig Cannon

    Gimlet Media acquires podcast talent by prioritizing visionary founders and magnetic hosts with at least 100,000 independent downloads, offering the human capital and marketing infrastructure needed to scale content quality. The company cultivates a non-partisan culture that values empathy and editorial execution, using practical hiring assessments to build teams capable of representing underrepresented voices. Driven by a strategy that leverages YouTube clips for discovery and adapts successful formats like true crime, Gimlet transforms independent audio concepts into sustainable, mainstream productions.

  15. Y Combinator58 min

    Leah Culver of Breaker and Tom Sparks of YC Answer Your Questions About Security and Podcasting

    Leah Culver, Tom Sparks, Craig Cannon

    This event examines the intersection of government surveillance, device security, and startup culture, highlighting Apple's resistance to backdoors while detailing best practices for developers to protect sensitive data through iOS Keychains and robust multi-factor authentication. Speakers contrast the convenience of biometrics with their permanent compromise risks, advising users to combine passcodes with strong passcode habits to mitigate law enforcement access. The discussion concludes by outlining Breaker's vision to transform podcasting into a serialized content platform and identifying emerging opportunities in IoT security and passive bio-sensing technologies.