Jensen Huang: Vera Rubin Full Mass Production, AI Agent a Key Focus, Challenging Intel to Target the Next-Generation AI PC Gateway

marsbitPublished on 2026-06-01Last updated on 2026-06-01

Abstract

NVIDIA CEO Jensen Huang delivered the keynote speech at GTC Taipei 2026, announcing several major product launches and strategic directions. The company's Vera Rubin architecture is now in full-scale production, with OpenAI, Anthropic, and SpaceX among the first customers. NVIDIA highlighted AI Agent as a key future focus, introducing the Vera CPU designed for AI agents and the Vera BlueField-4 STX for secure, chip-level AI storage processing. A significant move involves challenging Intel in the PC market. NVIDIA, in collaboration with MediaTek, is developing the RTX SPARK PC chip (manufactured by TSMC) for Windows systems, set to launch this fall for laptops and desktops. This signals NVIDIA's push into the next-generation AI PC arena, aiming to provide a vertically integrated core computing platform for the entire Windows ecosystem, similar to Apple's approach. Other announcements include the new Nemotron 3 Ultra AI model and the NVIDIA DSX platform, described as a complete "playbook" for building AI factories, allowing performance simulation and validation before physical deployment. In automotive, the DRIVE Hyperion platform was positioned as a global robotaxi platform, with major Chinese automakers like BYD, Geely, Zeekr, Xiaomi, and Pony.ai already adopting or developing autonomous driving solutions based on it. The Alpamayo 2 super open inference model for robotaxis was also introduced. For robotics, NVIDIA unveiled the Isaac GR00T humanoid robot reference platform...

Author: Wall Street Insights

On June 1st, NVIDIA founder and CEO Jensen Huang delivered the NVIDIA GTC Taipei 2026 keynote speech in Taipei, China.

During this speech, Huang focused on releasing multiple new products and platforms including the Vera Rubin architecture, the Vera CPU for AI Agents, the AI model Nemotron 3 Ultra, and the AI factory platform DSX.

Simultaneously, NVIDIA further signaled its push into the next-generation AI PC market, targeting the entire Windows ecosystem.

NVIDIA revealed at the event that mainstream Chinese automakers and autonomous driving companies including BYD, Geely, ZEEKR, Xiaomi, and Pony.ai have adopted or are developing autonomous driving based on the NVIDIA Hyperion platform.

NVIDIA's U.S. stock pre-market price rose 2.7%.

Vera Rubin Now in Full Mass Production

Jensen Huang stated that the Vera Rubin architecture has now fully entered mass production, with OpenAI, Anthropic, and SpaceX becoming the first customers for NVIDIA's Vera chips.

AI Agents will become a key focus for future efforts, and NVIDIA will launch the Vera CPU for AI agents.

Huang also emphasized that NVIDIA Vera BlueField-4 STX delivers chip-level secure, agentic AI storage processing capabilities.

Targeting the Next-Generation AI PC Gateway

Notably, NVIDIA unveiled a new processor for Windows-based personal computers, challenging Intel.

NVIDIA will collaborate with MediaTek to develop the RTX SPARK personal computer chip, which will be manufactured by TSMC. Huang revealed that NVIDIA's personal computer chip will launch this fall, suitable for laptops and desktops.

Jensen Huang stated that NVIDIA will launch a new generation of personal computer (PC) chips alongside each generation of its AI processors.

Previously, NVIDIA's official social media account issued a three-word teaser—"A new era of PC"—signaling its aim for the next-generation AI PC gateway.

Analysis suggests NVIDIA intends to integrate CPU, GPU, and AI units into a single SoC, directly supplying a complete core computing platform to OEMs like Dell and Lenovo, fundamentally altering its position in the value chain. This follows the vertical integration path of Apple Silicon, but targets the entire Windows ecosystem.

NVIDIA: Will Collaborate with Unitree Tech and Other Global Humanoid Robot Makers to Develop Robots

NVIDIA plans to collaborate not only with China's Unitree Tech but also with humanoid robot manufacturers in the United States, Europe, and South Korea on research robot projects.

Launches New AI Model + AI Factory "Action Guide"

Furthermore, NVIDIA announced the launch of a new AI model, Nemotron 3 Ultra.

NVIDIA announced the launch of the NVIDIA DSX platform, providing infrastructure builders with a complete action guide for creating AI factories. Jensen Huang stated:

With the DSX platform, you can simulate the entire factory without spending a dime, validate performance before installing a single rack, and operate with the reliability required for production-grade AI.

Autonomous Driving Platform Hyperion Ecosystem Emerges

NVIDIA DRIVE Hyperion becomes the global autonomous robotaxi platform.

NVIDIA also launched the Alpamayo 2 super open inference model for autonomous taxis.

Building the Development Ecosystem for the Robotics Era

In the field of humanoid robots, NVIDIA is attempting to play the role of an "infrastructure provider."

At this launch event, NVIDIA introduced the NVIDIA Isaac GR00T humanoid robot reference platform for academic research, while also releasing a large-scale open-source toolkit of agents and skills for Physical AI.

At the event, NVIDIA selected Unitree Tech's H2 Plus as the reference model, introducing the Isaac GR00T reference humanoid robot platform. This platform integrates Jetson Thor computing chips, the GR00T software stack, as well as dexterous hand and full-body control systems, providing robot manufacturers with a hardware-to-software one-stop development framework.

Zhou Hang: How Much is SpaceX Really Worth?

Summary: Author Zhou Hang argues that while SpaceX is arguably one of the greatest industrial companies of the past 50 years, its anticipated IPO valuation of approximately $1.75 trillion is likely overvalued by about $1.25 trillion. The analysis acknowledges SpaceX's monumental success in slashing launch costs, achieving near-monopoly in commercial launches, and building the Starlink satellite internet constellation. However, using a projected 2030 revenue of $50-80 billion and applying a generous tech company valuation multiple yields a "reasonable" valuation range of only $500 billion to $1.2 trillion. The $1.25 trillion gap stems from premiums for its long-term vision (e.g., Starship, space-based computing), its status as a U.S. strategic national asset, and retail investor enthusiasm driven by the Elon Musk narrative. The article outlines three post-IPO scenarios: valuation solidification (25% probability), sideways consolidation (50%), or a correction to fundamental value (25%). The probability-weighted expected valuation is $1.3-1.5 trillion, suggesting negative expected returns for buyers at the IPO price. The conclusion cautions investors to separate the company's undeniable greatness from the stock's price, advising against chasing the IPO and to wait for key milestones or a lower entry point.

marsbit5m ago

Zhou Hang: How Much is SpaceX Really Worth?

marsbit5m ago

Global Card Issuance Enters a Compliance-Driven Era: WasabiCard is Building the Next-Generation Payment Infrastructure

Global card issuance is entering a compliance-driven era, with WasabiCard building next-generation payment infrastructure. The platform asserts that as stablecoins increasingly enter cross-border payments, corporate settlements, and global commerce, the industry is shifting focus from "availability" and "growth-driven" models to long-term, compliant operation under global frameworks. Competition will center on sustainable compliance and global infrastructure capabilities. Stablecoins are evolving from on-chain assets into key payment tools in global business, with card issuance acting as critical infrastructure connecting digital assets to traditional payment networks like Visa and Mastercard. This expansion has revealed structural issues, including cross-regional issuance, BIN resource management, and insufficient AML and risk controls. In response, the industry is moving away from reliance on "grey efficiency" towards prioritizing compliance, risk management, and long-term operational stability. WasabiCard outlines its strategy: collaborating with licensed principals and local partners for localized operations, building robust KYC/AML systems, strictly separating commercial and consumer BIN usage, and enhancing global issuance, payment, and cross-border fund flow infrastructure. The goal is to build stable, scalable payment infrastructure amid evolving global regulations, shifting industry competition from scale to infrastructure capability. As stablecoins integrate further with global commerce, payment infrastructure will become a fundamental, embedded component of internet business. WasabiCard will continue to develop capabilities in global card issuance, stablecoin payments, cross-border fund flows, and API-driven financial workflows.

marsbit9m ago

Global Card Issuance Enters a Compliance-Driven Era: WasabiCard is Building the Next-Generation Payment Infrastructure

marsbit9m ago

Zhou Hang: How Much Is SpaceX Really Worth?

**Zhou Hang: How Much is SpaceX Really Worth?** SpaceX, arguably one of the greatest industrial companies of the past 50 years, is reportedly targeting a staggering $1.75 trillion valuation in its potential IPO. However, the author argues this figure is inflated by approximately $1.25 trillion when assessed through standard financial metrics. The analysis begins by acknowledging SpaceX's undeniable success: drastically reducing launch costs, achieving near-monopoly in commercial launches, and building the strategic Starlink network. Its achievement surpasses even Tesla's, given it disrupted a state-monopolized industry. Despite this greatness, a $1.75 trillion valuation places SpaceX above the combined market cap of Boeing, Lockheed Martin, Northrop Grumman, RTX, and General Dynamics. Projecting optimistic 2030 revenues of $50-80 billion and applying generous tech-sector multiples yields a "reasonable" valuation range of $500 billion to $1.2 trillion. The $1.25 trillion gap is attributed to three non-financial premiums: 1. **Long-term vision premium** for future Starship-enabled markets (e.g., space-based computing). 2. **Sovereign asset/strategic premium**, as SpaceX is deeply integrated into U.S. national security. 3. **Retail narrative/Musk cult premium**, driven by a heroic story and personal following. Post-IPO, three scenarios are outlined: valuation solidifying (25% probability), sideways volatility as narrative outpaces reality (50%), or a re-rating down to $800B-$1.2T if execution falters or Musk-related risks emerge (25%). The probability-weighted expected value is $1.3-1.5 trillion, suggesting negative expected returns for those buying at the IPO price. The conclusion advises investors to separate the company's excellence from its stock price. Buying at the IPO likely prices in excessive optimism. A more prudent strategy would be to wait for key milestones (e.g., Starship V3 stability) or a significant price correction before investing, or to treat an early purchase as a long-term, high-conviction hold with limited position size, not a short-term bet.

链捕手13m ago

How The Likes Of XRP, Solana, And Cardano Could Make A Comeback With This New Crypto Bill

The upcoming CLARITY Act crypto bill, expected for a Senate vote in June, could bring significant regulatory clarity and drive adoption in the cryptocurrency market. Analysts like CharuSan believe this clarity could attract hesitant institutions, citing the immense scale of traditional financial markets. Cryptocurrencies such as XRP, Solana (SOL), and Cardano (ADA) are highlighted as projects poised to benefit strongly due to their real-world use cases and potential to thrive under a clearer regulatory framework. XRP, in particular, is emphasized as a top beneficiary, with market experts like Oscar Ramos predicting a major price breakout after the bill's passage, potentially reaching between $2.80 and $4. The progress of the CLARITY Act is entering a crucial phase with Senate briefings underway, and a successful vote could trigger immediate positive price movements for these assets.

bitcoinist23m ago

How The Likes Of XRP, Solana, And Cardano Could Make A Comeback With This New Crypto Bill

bitcoinist23m ago

The Era Where 'Bitcoin Determines Everything' Is Coming to an End

The article argues that the era where "Bitcoin decides everything" in the crypto market is ending. It posits a new dichotomy: **endogenous assets**, whose value is tied to crypto market cycles (like Bitcoin and traditional altcoins), and **exogenous assets**, which nominally belong to crypto but derive their value from independent, real-world demand and business fundamentals. Examples of exogenous assets include: * **Hyperliquid**: A hybrid, with growing activity in non-crypto perpetual contracts (HIP-3) and prediction markets (HIP-4). * **Venice**: An AI inference service using tokens primarily as a marketing tool; its revenue comes from user payments, not crypto speculation. * **Figure**: A fintech firm using blockchain to streamline lending; its core value is its credit business. The rise of exogenous assets is significant because it enables true fundamental investing, based on quantifiable demand, sustainable revenue (e.g., Venice's subscriptions, stablecoin company acquisitions), and improved token value accrual mechanisms—factors absent in past cycles. Consequently, analyzing exogenous assets requires traditional business due diligence (assessing user base, unit economics, moats) rather than just tracking Bitcoin's price. The market driver is shifting from a single factor (BTC) to multiple factors. Promising exogenous sectors highlighted include: on-chain exchanges/brokers, tokenization infrastructure, crypto+AI, privacy-focused digital banks, lending (institutional/private credit), stablecoin issuers, payment rails, non-financial crypto consumer products, and the agent economy. Currently, investing via equity in related companies is often more viable than via tokens, as token mechanisms need further regulatory and industry development. The core trend, however, is clear: the crypto market's dynamics are becoming pluralistic and fundamentally driven.

marsbit24m ago

The Era Where 'Bitcoin Determines Everything' Is Coming to an End