Latest Interviews

AI for the Aging Population

Facing a projected surge to 20% of the U.S. population over age 65 by 2030 alongside a critical caregiver deficit, emerging technologies are addressing the urgent need for better senior support. While existing consumer voice assistants often frustrate older adults, new AI-driven solutions are introducing natural conversational interfaces, safety monitoring, and robotics to enable independent living. These innovations aim to bridge the gap for the 53 million unpaid family caregivers and tap into the world's largest underserved market by streamlining care coordination and emergency response.

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.

Stanford MS&E435 Economics of the AI Supercycle | Spring 2026 | The GPU Economy

Sunny Madra, Brad Gerstner, Apoorv Agrawal

Brad Gerstner of Altimeter Capital and Grok co-founder Sonny Maduro outline a transformative shift where AI distribution costs are now compute-intensive, driving the integration of deterministic architecture with Nvidia's GPU ecosystem to accelerate inference. This strategic fusion, which led to Nvidia's $20 billion acquisition of Grok, enables a 2.5x increase in token generation while addressing critical power and memory constraints to support the transition from chat-based tools to autonomous agents. As the industry approaches Artificial General Intelligence faster than anticipated, the convergence of these hardware innovations and emerging regulatory frameworks aims to redefine global economic output and the future value of human labor.

The Trillion Dollar Question: Financing AI's Infrastructure | Modular, IREN & More | RAISE 2026

Tim Davis, Kent Draper, James B. Krellenstein, Wayne Nelms, Erwan Menard, Jeremie Eliahou Ontiveros, Jeremy, Tim Buckley, James Kallenstein

The AI infrastructure sector is undergoing a structural shift toward extreme capital intensity, prompting neoclouds like Iron and Crusoe to adopt complex financing models that blend investment-grade debt, Microsoft prepayments, and diverse revenue streams such as token sales. Simultaneously, industry leaders are addressing asset lifecycle mismatches and energy bottlenecks by leveraging software-driven fungibility for non-NVIDIA silicon and securing "behind-the-meter" nuclear uprates to bypass regulatory delays. This evolving landscape enables lenders to backstop sub-investment grade counterparts while hyperscalers vertically integrate to capture higher margins, ultimately transforming compute into a standardized, tradable commodity.

Elon Musk on Europe, the far right and civil war in Britain | The Economist

Elon Musk, Zanny Minton Beddoes

Elon Musk and an interviewer clashed over the classification of his political views and his claims that civil war in Britain is inevitable due to demographic shifts. While Musk defended his promotion of a film depicting vigilante violence and rejected accusations of racism by citing his personal relationships, the interviewer challenged his assertions with crime statistics and labeled his influence on UK politics as irresponsible and based on a distorted American perception. Despite Musk's dismissal of his critics as a minority, the discussion highlighted a fundamental disagreement over his role in shaping public discourse and the validity of his warnings regarding Western safety and immigration.

Energy and AI: Sustainable, Sovereign Industrial Campuses | Alain Wilmouth, 2CRSi | RAISE 2026

Alain Wilmouth, Ethan Pierse

2CRSI advances its direct liquid cooling technology through the ITER consortium to power a French AI gigafactory while addressing energy mandates and carbon sovereignty via biomass gasification. The company plans to scale operations from 42 to 400 megawatts across 17 decentralized European sites by 2030, offering on-premise infrastructure that protects intellectual property against geopolitical restrictions. This strategy leverages unused agricultural land to generate jobs and targets space-deployable server models, positioning the firm as a leader in sustainable, sovereign high-performance computing.

Frontier Labs Threatened by Kimi? Should the US Ban Chinese Open-Source Models & Stripe Buys PayPal

Jason Lemkin, Rory O'Driscoll, Harry Stebbings

China's Moonshot AI and Alibaba recently launched near-frontier open-weight models like Kimi and Qwen that are rapidly capturing significant market share and challenging US dominance despite a six-to-nine-month technology gap. While political friction over "AI communism" and data sovereignty risks creates regulatory uncertainty, aggressive engineering and massive capital injection are accelerating the convergence of Chinese and US model performance. Simultaneously, the sector is witnessing a strategic shift toward vertical integration and specialized micro-models, as investors anticipate that open-weight economics will force legacy US frontier providers to compete with inference costs up to 80% lower.

Fireside Chat with William Falcon & Ozan Kaya of Lightning AI | RAISE Summit 2026

William Falcon, Ozan Kaya, Olivier Huez, Will

Following a rapid expansion to 160 employees, Voltage Park merged with Lightning.ai to transition from a GPU-as-a-service provider into a full-stack platform serving Gen AI enterprises. This combination integrates 24,000 NVIDIA H100 GPUs across six data centers with Will's software tooling to help clients own their open-source models rather than relying on hyperscalers. The strategic alliance addresses the market gap for dedicated compute, prioritizing high-uptime infrastructure and digital sovereignty for customers like Cursor.

Fireside Chat with Tess Munsie, Chief of Staff at Fundamental | RAISE Summit 2026

Tess Munsie, Nina dos Santos, Tess Muncy

Fundamental has emerged from stealth with a $1.45 billion valuation to deploy Nexus, a Large Tabular Model specifically engineered to solve the "blind spot" where traditional LLMs fail to process structured enterprise data with deterministic precision. By utilizing a "bring the model to the data" architecture within customer VPCs, the platform enables industries like energy and shipping to transform decades of trapped records into immediate operational insights while maintaining strict data sovereignty. This approach reduces forecasting timelines from months to hours and delivers a generalized solution that replaces brittle, task-specific pipelines across sectors ranging from CPG to sports analytics.

Building Africa's AI Factory: Cassava, Rafay and Sovereign AI | RAISE Summit 2026

Mohan Atreya, Oswald Jumira

Cassava Technologies, a digital solution provider serving over 40 countries, has secured direct investment from NVIDIA and Google to deploy a GPU-rich compute infrastructure across Africa, Latin America, and India. The company distinguishes itself through a custom orchestration layer that democratizes access to AI for students and startups, enabling the development of localized language models and critical sector applications in agriculture and healthcare. With a strategic focus on expanding dark fiber connectivity and green energy integration, Cassava aims to drive economic growth and job creation in emerging markets over the next five years.

Zero Flaps, Zero Excuses: Network Reliability at AI Scale | Credo x TensorWave | RAISE 2026

Phil Kumin, Jeff Tatarchuk

Credo SVP Phil Kuhman and Tensorwave Co-founder Jeff Tatarchuk discussed the critical role of high-reliability networking in scaling AMD-exclusive GPU clusters, citing a deployment of 8,192 MI325 GPUs supported by Tensorwave's two-gigawatt North American infrastructure. The dialogue highlighted Credo's Zero-Flap transceiver technology, which utilizes rigorous thermal hardening and in-band telemetry to reduce deployment cycles from six weeks to one and eliminate the costly downtime caused by link failures in hyperscale environments like Oracle's. By driving the industry toward a standardized "Purple Cables" architecture that combines copper for short-range reliability with advanced optics for long-haul connectivity, the companies aim to transform networking from a bottleneck into a table-stakes foundation for rapid AI infrastructure revenue.

Inside the AI Inference Cluster: Measuring What Matters | Mansour Karam, Aria Networks | RAISE 2026

Mansour Karam, Dylan Patel

The AI infrastructure sector is pivoting from homogeneous general-purpose systems to specialized architectures that optimize distinct model training and serving economics, with high-throughput inference offering potential cost savings of up to 100x. This shift demands deep networking solutions capable of managing dynamic, unpredictable traffic patterns and microsecond-scale latency requirements for complex agent workflows. Leading this transition, ARIA proposes a multi-layered AI agent architecture that integrates full-stack telemetry to dynamically coordinate hardware, software, and network operations across immediate physical reactions and long-term strategic planning.

Where We're Going We Don't Need Keyboards, Just Voice | Neil Zeghidour, Gradium | RAISE 2026

Neil Zeghidour

Gradium, a spin-off of the frontier research lab Qtize, is commercializing full-duplex voice AI models like "Moshi" to replace traditional keyboard interfaces with natural, real-time human-machine interaction. By utilizing single audio-to-audio architectures that eliminate turn-taking latency, the Paris-based company enables seamless agentic tasks ranging from customer support to industrial robotics in noisy environments. With recent funding to expand into San Francisco and open-source model access, Gradium aims to establish voice as the primary operating system for always-on, asynchronous agent networks.

Why the Next Marketing Giant Will Be Hyperlocal, Not Global | HubKonnect | RAISE Summit 2026

Michael Koch, Laurent Chemla

Michael outlines a critical market shift where enterprise marketing transitions from national campaigns to hyperlocal activation driven by a centralized intelligence layer that compounds data across millions of location-specific points. This operational reset requires C-suite alignment to replace obsolete agency models with an "Ecosystem as a Service" approach, ensuring data reciprocity and transforming marketers into real-time profit center drivers using Hyperlocal Intelligence. Ultimately, the differentiator for future growth lies not in isolated SaaS tools but in "better operators" who leverage proprietary datasets to execute culture shifts that empower rapid, data-informed decision-making at the individual unit level.

What's New for Startups with Google DeepMind? | Omar Sanseviero | RAISE Summit 2026

Omar Sanseviero

Omar Sanseviero of Google DeepMind outlined the strategic expansion of the Gemini ecosystem, highlighting the release of Gemini 3.5 Flash, the imminent Gemini 2.5 Pro, and advanced GenMedia models like NanoBanana 2 Lite for rapid image generation. The presentation detailed critical infrastructure updates including the Gemma 4 open model family, which achieved over 250 million downloads on consumer hardware, alongside new real-time APIs for low-latency voice translation and live visual analysis. These advancements collectively aim to accelerate the transition from prompt to production by empowering developers to build complex agentic workflows and specialized applications in sectors ranging from robotics to environmental monitoring.