Latest Interviews

New Operating Systems for the Physical World

A new software operating system addresses the stagnation in physical-world management by unifying AI agents, robots, and human workers into a single platform. This architecture shifts the industry value proposition from simple visibility to the direct coordination of heterogeneous labor, targeting the massive economic leverage inherent in industries where labor costs vastly exceed software spending. By capturing continuous, real-time data from mixed-field operations, the system establishes a unique data moat designed to train superior AI models and optimize safety and reliability in ways incumbent solutions cannot match.

Scientists Are Built for Startups

Arvind Veluvali, Ayman Saleh, Dima Yanovsky

The speaker leverages their experience engineering fungus-based materials and simulating the NASA Perseverance rover to argue that scientists, particularly those from structured space agencies, possess the ideal mindset for startup entrepreneurship. Contrasting NASA's rigid, decade-long project lifecycles with the high-pressure, iterative environment of seed-stage ventures, the speaker demonstrates that technical feasibility and the willingness to conduct long-term experiments are more critical than formal business training. Ultimately, the presentation posits that researchers accustomed to managing massive-scale contractor coordination and undefined success metrics are uniquely prepared to lead new ventures despite the inherent risks.

AI-Powered Consumer Products for 1 Billion People

Positioning artificial intelligence as the most significant platform shift since the web era, the analysis highlights a critical window where AI agents have achieved sufficient human-like capability to support viable consumer products. While unit economics currently require approximately $1,000 per user monthly, rapid cost reductions of 10x annually are projected to trigger a widespread "consumer moment" where early entrants can secure permanent market dominance across sectors like automation, health, and finance. The initiative explicitly seeks builders to develop applications targeting a one-billion-user market before the competitive landscape solidifies.

The Primer

Neal Stephenson

Inspired by Neal Stephenson's *The Diamond Age*, a new venture seeks to deploy AI-driven adaptive tools that deliver one-on-one tutoring quality in reading, writing, and arithmetic to every child at consumer scale. Rather than replacing educators, the system is designed to augment classroom instruction, addressing historical inequalities in access to personalized learning. Founders are actively recruiting builders to develop this technology, aiming to achieve a fraction of the Primer's societal impact as the foundation for a broader educational revolution.

Startup School is back!

YC Startup School functions as a high-impact incubator for smart, ambitious founders by exposing attendees to elite peers and high-profile experts like Fei-Fei Li and John Preskill. This immersive environment demystifies the Y Combinator application process while validating the attainability of entrepreneurship, a shift that often prompts participants to abandon traditional employment paths. Consequently, the program frequently serves as the primary catalyst for launching ventures, fundamentally altering the trajectory of those who attend.

Thanks for a great time, India 🇮🇳

The India AI event drew an overwhelming 25,000 applications, surprising organizers with the unprecedented turnout. This massive participation underscores a pivotal shift where the future of the ecosystem is being defined by the current generation of attendees rather than previous leaders. The scale of engagement signals a transformative moment for the nation's artificial intelligence development.

AI-Native Discovery Engines

Frontier AI models are transforming the traditional scientific discovery loop by advancing from co-pilot tools to autonomous systems capable of executing full design-make-test-analyze cycles. These AI-native engines are already driving breakthroughs in drug discovery, material science, and protein engineering by generating hypotheses and validating them through automated laboratory workflows. As these closed-loop systems mature, they are poised to become the primary drivers of scientific progress alongside human researchers rather than remaining mere assistants.

" It is very possible that the first people to live to a thousand are alive right now."

Max Hodak

Technological accelerations in artificial intelligence and brain-computer interfaces are driving a paradigm shift where the first individuals capable of living to 1,000 years may already exist. By 2035, widespread AI accessibility and new lateral treatments will reframe the human condition despite market undervaluation and low public awareness. These advancements will fundamentally reconfigure human interaction by creating functional equivalents to direct brain-to-brain communication.

This Is The Holy Grail Of AI

Ian Fischer

Poetic is advancing a recursively self-improving AI system that autonomously enhances its own intelligence at a fraction of the cost and time required by major competitors like Anthropic, OpenAI, and Google. Unlike industry standards that demand hundreds of millions of dollars and months of effort to train new Large Language Models from scratch, Poetic's proprietary method accelerates these cycles significantly. This speed and efficiency advantage allows Poetic to potentially outpace rivals who remain constrained by the prohibitive expenses and long timelines of traditional retraining approaches.

Startup School 2026

Jensen Huang, Sam Altman, Alexandr Wang, Jeff Dean

On July 25th and 26th, 2026, Y Combinator will host a two-day Startup School in San Francisco for hand-selected undergraduate and graduate technical builders. The event features confirmed keynote addresses from industry leaders Jensen Huang, Sam Altman, Alexander Wang, and Jeff Dean alongside exclusive access to YC partners and alumni. Given that over 100 attendees from the previous cohort founded YC-backed companies, this limited-capacity gathering serves as a critical accelerator for the next generation of industry-defining enterprises.

Finding Opportunity in Outdated Rules

Emerging companies frequently capitalize on legal ambiguities, such as OpenAI's copyright challenges or Lyft's initial fear of criminal liability, to launch disruptive models before regulations adapt. These ventures often succeed because legal frameworks evolve post-launch to accommodate high-value consumer innovations, creating a window where outdated statutes fail to align with modern technological realities. Consequently, identifying and exploiting these gray areas becomes a strategic pathway for market entry, as the substantial value delivered to consumers eventually forces the superseding of obsolete laws.

Founder Stories: Saurav Kumar

Saurav Kumar

UIUC graduate Saurav Kumar launched Fleetline, a Y Combinator-backed venture utilizing graph algorithms to optimize truck positioning and potentially boost customer revenue by 20%. Following his recent graduation in Computer Science and Statistics, Kumar secured six-figure contracts and a $4 million seed round to drive the technology's commercial adoption. The program's environment further normalized high ambition and iterative development, enabling the company to align the founder's inherent strengths with immediate market demands.

The Real Moat

The startup sector faces a critical juncture where founders must balance personal branding with substantive venture building to avoid relevance loss. Success is increasingly defined by a specific archetypal profile combining elite engineering proficiency with exclusive, deep domain knowledge to secure localized competitive moats. This narrow niche of multibillion-dollar founders leverages specialized software tailored to specific audience segments to maintain long-term market dominance.

More Design Founders

The presentation argues that integrating advanced coding tools over the next decade will elevate superior design to a primary strategic asset, prompting a shift from traditional employment to founder-led product launches. By redefining the "design job of the future" as entrepreneurship, the speaker highlights how user empathy and quality standards, proven by successes like Airbnb and Stripe, can drive independent company formation. Consequently, the strategy prioritizes funding teams that embed strong design culture from the outset to capitalize on these accelerating technological capabilities.

Browser/Computer Automation

Following demonstrations by OpenAI's "Operator" and Anthropic, AI agents now possess the capability to browse the web and operate desktop applications, effectively treating all digital interfaces as programmable APIs. This technological leap, supported by emerging open-source tools, enables the full automation of human-executable workflows and is estimated to expand the addressable use cases for AI agents by a factor of ten. Industry observers predict this shift will catalyze significant innovation across applications built upon these newly accessible agent capabilities.