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  1. a16z13 min

    The Nuclear Renaissance - Radiant |  a16z American Dynamism

    Tori Shivanandan, Doug Bernauer

    Radiant Energy is developing the transportable Kaleidos micro-reactor, a modular nuclear power unit designed to replace aging infrastructure and support applications ranging from AI data centers to deep space exploration. Founded by former SpaceX engineer Doug Kim, the company leverages a factory-built assembly line model to deliver plug-and-play energy modules with a five-year fuel cycle, aiming to conduct its first full-power test at Idaho National Laboratory's Dome by 2026. This initiative seeks to restore U.S. energy independence and accelerate nuclear innovation by overcoming historical regulatory stagnation through a commitment to aggressive safety testing and mass production.

  2. Y Combinator17 min

    Conductor CEO Charlie Holtz Walks Us Through His AI Coding Setup

    Charlie Holtz

    Charlie, co-founder of Conductor, leads a team developing a macOS application that orchestrates multiple coding agents to generate software primarily in TypeScript and Rust. The platform enforces a strict non-terminal workflow where AI handles code generation while humans intervene only through specific review modes to maintain quality and prevent error cycles. With a strategic focus on high-efficiency model selection and a future roadmap emphasizing malleable, modifiable agents, Conductor positions itself as a tool that shifts software value from code itself to human-authored prompts and descriptions.

  3. Sourcery with Molly O'Shea14 min

    Inside PsiQuantum: The Photonics Chip Never Seen Before

    Er-Xuan Ping, Pete

    Leveraging Molecular Beam Epitaxy within a Class 1,000 cleanroom, engineers fabricate high-precision Barium Titanate on Strontium Titanate films atop 300mm silicon wafers to support single-photon quantum computing architectures. The ultra-high vacuum process employs rigorous environmental controls and automated transfer systems to ensure crystalline integrity while facilitating immediate integration into high-volume manufacturing lines with partners like GlobalFoundries. Ongoing characterization using RHEED and optical interference validates these substrates for future dual utility as qubits or storage vectors within scalable quantum systems.

  4. Jane Street16 min

    Dwarkesh Goes Inside Jane Street's Latest AI Data Center

    Dwarkesh, Ron Minsky, Daniel Pontecorvo, Mark Mirchandani

    Jane Street transformed a Texas data center into a high-density liquid-cooled facility housing 4,032 GPUs to execute large language model training and custom trading architectures. The retrofit replaces legacy air-cooling with an 18°C fluid distribution system that manages 140 kW per cabinet while utilizing proprietary software to dynamically redistribute power and prevent breaker trips during peak loads. Engineering safeguards now focus on mitigating new liquid-cooling risks like biological growth and leaks, enabling sub-100-nanosecond latency required for modern algorithmic trading compared to the millisecond scales of its historical "Hive" cluster.

  5. The Economist9 min

    AI has got better at hacking—how big a risk is it?

    Tom Standage, Alex Hern

    Anthropic withheld its latest model, Mythos, from public release after it demonstrated the ability to autonomously identify and exploit critical software vulnerabilities, such as a 27-year-old OpenBSD flaw, with minimal human intervention. This decision follows evidence that AI scaling laws now enable automated systems to accelerate the vulnerability exploitation cycle from years to mere hours, drastically outpacing current defensive capabilities. While Anthropic employed responsible disclosure by patching the specific bug before sharing details, the incident highlights a growing risk that open-source models will soon democratize high-level cyberattacks.

  6. RAISE Summit16 min

    Dr. Ilya Burkov (Nebius): Powering Next‑Gen Biotech Research with High‑Performance AI and Cloud GPUs

    Dr. Ilya Burkov

    Nebius, a vertically integrated Dutch cloud provider, leverages its unique pay-as-you-go infrastructure and top-tier supercomputer ranking to support biotech and healthcare firms in overcoming hardware bottlenecks. The platform enables critical advancements in drug discovery and radiology diagnostics for organizations like Converge Bio and Simulacra AI, which achieved significant accuracy gains and speedups over hyperscaler alternatives by utilizing on-demand H100 GPU capacity. Looking toward 2025, the company aims to expand its global footprint by integrating agentic AI and multi-omics data processing to address workforce shortages and accelerate time-to-market for new treatments.

  7. RAISE Summit18 min

    Eric Piscini (Hashgraph) & Jonathan Dotan (EQTY Lab): Proof of Trust Rethinking AI ft. DLTBlockchain

    Eric Piscini, Jonathan Dotan

    Equity Lab and its partner Hedera are deploying a hardware-rooted system that leverages next-generation Intel and NVIDIA secure enclaves to generate tamper-proof certificates for AI agents, addressing the critical trust barrier identified by business leaders. This architecture delivers a 400,000x performance improvement in cryptographic proof generation while recording immutable audit trails on the Hedera blockchain to ensure compliance with global regulations like GDPR. Following a successful pilot with 11 Accenture agents, the technology positions itself as an essential infrastructure for the projected trillions of autonomous agents expected to dominate future web traffic and enterprise supply chains.

  8. RAISE Summit10 min

    Jack Collier, Chief Growth & Marketing Manager, IO.Net: Why Open Models Need Open Infrastructure

    Jack Collier

    A recent analysis identifies a critical infrastructure bottleneck where centralized control of compute power and API dominance force 70% of users toward closed-source models despite 83% preferring open alternatives. To dismantle these barriers, io.net leverages a global distributed network of over 1,000 GPUs to slash costs from $15 to $3.50 per million tokens while offering transparent, blockchain-verified access for training and inference. The platform is further expanding its ecosystem through a new "Training as a Service" feature and an inaugural hackathon, aiming to accelerate the shift toward a permissionless, decentralized AI future.

  9. RAISE Summit17 min

    Alex Laubscher, CTO of Windsurf: Engineering at the Speed of Change

    Alex Laubscher, Dimitris Bontolos

    Windsurf has transitioned from a basic coding tool to an AI agentic IDE, rapidly evolving to enable enterprises to write approximately 90% of their code while tackling complex legacy systems through advanced retrieval and memory capabilities. The platform supports this high-velocity adaptation by integrating design files, reducing project iteration times from months to days as seen with partners like Ferrovial, and targeting a 99% productivity increase in software engineering. To secure global enterprise adoption, the company recently established a Frankfurt data center to guarantee GDPR and FedRAMP compliance, ensuring data sovereignty for clients in sensitive sectors while preparing to scale from 100 to hundreds of large European organizations.

  10. RAISE Summit13 min

    Alison Wagonfeld @ Google Cloud: Marketing in the AI Era

    Alison Wagonfeld

    Google Cloud marketing is pivoting from theoretical planning to active AI execution, targeting key challenges like staffing shortages and budget constraints through tools such as generative asset creation and the VO3 video model. This shift has redirected 75% of team focus toward strategic work while replacing expensive traditional production with self-service agents and real-time personalization features like location-aware digital billboards. As the industry enters a predicted "golden age of marketing," leaders are urged to embrace these transformative capabilities beyond simple workflow digitization to redefine customer interaction within the next two years.

  11. a16z9 min

    2025 AI Productivity Stack: Top 10 AI Tools I Use Weekly to Get More Done

    Olivia Moore

    In a recent overview, a16z partner Olivia Moore details a curated stack of ten artificial intelligence tools designed to streamline weekly productivity workflows. The presentation highlights specific capabilities for distinct tasks, ranging from Comet's integrated browser and Julius's data analysis to Happenstance's advanced networking and Crea's generative content creation. Moore evaluates each platform's pricing models, unique features like voice editing in Willow or video repurposing in Overlap, and their overall reliability as essential components of a modern digital infrastructure.

  12. RAISE Summit17 min

    Windsurf CTO, Alex Laubscher: Engineering at the Speed of Change

    Alex Laubscher, Dimitris Bontolos

    Windsurf has evolved from an autocomplete tool into an agentic IDE, leveraging a million-user base and strategic partnerships with major enterprises like JPMorgan and Dell to navigate the shift from AI adoption to continuous adaptation. The platform drives efficiency in complex legacy environments by integrating real-time context from tools like Figma and Slack while meeting strict security standards through FedRAMP accreditation and a new Frankfurt data center. Recent deployments, such as the infrastructure case study with Ferrovial, demonstrate how these advanced retrieval capabilities compress development timelines from months to days, reinforcing the company's focus on high-value brownfield modernization over consumer applications.

  13. a16z14 min

    The Ultimate AI Video Stack: Up-to-Date Best Tools to Make Content With AI

    Justine Moore

    Justine, a partner at A16C and the "Venture Twins" creator, outlines a comprehensive workflow for early-stage AI video production that leverages Google Flow for text-to-video generation and Cling 2.1 for consistent character animation. The presentation details how Hedra facilitates precise lip-syncing with voice cloning capabilities while Higgs Field and Crea manage specialized visual effects and multi-model comparison to refine output quality. By synthesizing these distinct tools into a unified pipeline, creators can currently overcome limitations in audio generation and scene continuity despite the field remaining in its nascent, rapidly evolving stage.

  14. Y Combinator8 min

    Fusion Energy Will Power the AI Boom

    Gustaf Alströmer

    Helion Energy is accelerating commercial fusion development by deploying a compact, linear machine that uses helium-3 fuel and direct energy capture to bypass traditional inefficiencies and safety concerns. The company recently secured a strategic partnership with Microsoft to power a data center, marking a pivotal shift from experimental research to real-world utility deployment. With this transition, Helion aims to establish the world's first affordable, carbon-free electricity source that cannot be weaponized, potentially transforming global energy standards within a decade.

  15. Sequoia Capital7 min

    Open Evidence Captures Doctors’ Collective Wisdom with AI ft. Zachary Ziegler

    Zachary Ziegler, Zach

    OpenEvidence, a medical search tool used daily by over 25% of US physicians, recently enabled an internal medicine doctor to successfully manage an in-flight emergency for an immunocompromised cancer patient without diverting the aircraft. By synthesizing current literature and CDC data, the platform confirmed the patient did not require immediate intervention and provided a targeted treatment protocol that ensured a positive outcome upon landing. Building on this high-volume, real-time performance, the company is now expanding into direct workflow integration and developing an Aggregate Clinical Wisdom initiative to encode expert consensus from top specialists across various fields.