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‘Largest Infrastructure Buildout in Human History’: Jensen Huang on AI’s ‘Five-Layer Cake’ at Davos

From skilled trades to startups, AI’s rapid expansion is the beginning of the next massive computing platform shift, and for the world’s workforce, a move from tasks to purpose.

At a packed mainstage session at the annual meeting of the World Economic Forum in Davos, Switzerland, NVIDIA founder and CEO Jensen Huang described artificial intelligence as the foundation of what he called “the largest infrastructure buildout in human history,” driving job creation across the global economy.

Speaking with BlackRock CEO Larry Fink, Huang framed AI not as a single technology but as a “a five-layer cake,” spanning energy, chips and computing infrastructure, cloud data centers, AI models and, ultimately, the application layer.

Ben & Marc: Why Everything Is About to Get 10x Bigger

The media and tech landscape is undergoing a significant transformation driven by advancements in AI, technology, and new structures, enabling entrepreneurs and companies to achieve exponential growth and innovation ## ## Questions to inspire discussion.

Building Your Own Platform.

🚀 Q: How can writers escape traditional media constraints? A: Launch on decentralized platforms like Substack where you build your own brand and business as a “non-fungible writer”, potentially creating organizations 10x larger than traditional media companies you’d work for.

💰 Q: What makes writer-led platforms attractive investments? A: Platforms become cornerstone franchises when writers only succeed by making the platform successful, creating aligned incentives that generate significant returns while enabling top talent to build independent businesses.

📊 Q: What content opportunity exists in decentralized media? A: A barbell market is emerging with mainstream filler content on one end and massive untapped demand for high-quality niche content on the other, creating opportunities across various specialized domains.

Leveraging AI for Business.

Sam Altman Cornered by Discovery: Intent & Emails in Elon’s OpenAI Lawsuit

Elon Musk’s lawsuit against OpenAI and his own ambitious plans for AI and tech innovations, including new devices and massive growth for his companies, are positioning him for a major impact on the tech industry, but also come with significant challenges and risks ## Questions to inspire discussion.

Legal Risk Management.

🔍 Q: How does the discovery process threaten OpenAI regardless of lawsuit outcome?

A: Discovery forces exposure of sensitive internal information including Greg Brockman’s 2017 diary entries revealing intent to become for-profit and violating prior agreements with Elon Musk, creating reputational damage and investor uncertainty even if OpenAI wins the case.

⏱️ Q: Why is lawsuit timing particularly damaging to OpenAI’s competitive position?

A: The lawsuit hits during OpenAI’s massive capital raise preparation, forcing delays in fundraising and implementation that allow competitors like Google and Anthropic to advance while OpenAI falls behind, similar to how Meta became less relevant in the AI race.

Tesla Robotaxis, AGI Myths, and the Real Economics of the Musk Economy

Elon Musk’s ventures, particularly Tesla’s robotaxis and advancements in AI, are poised to revolutionize the economy and society, with significant potential for growth, discovery, and profound implications for the future ##

## Questions to inspire discussion.

Robotaxi Economics & Business Model.

🚖 Q: What determines robotaxi success beyond achieving autonomy? A: Success depends on unit economics, fleet scalability, and supply elasticity during peak demand, not who reaches autonomy first, with the ability to integrate privately owned vehicles into a single economic system being critical.

💰 Q: What margin advantage does Tesla’s robotaxi model have over competitors? A: Tesla projects 35% margins by 2030, significantly higher than Uber’s 7.9% and Waymo’s break-even margins, enabling rapid revenue growth.

📈 Q: What revenue growth is expected for Tesla’s robotaxi business? A: Tesla expects 4.4-5x growth in robotaxi revenue over the next 5 years, potentially greater due to untapped use cases like long road trips.

How AI and Quantum, And Space Are Redefining Cybersecurity

Sharing my latest Forbes article: by Chuck Brooks.

Thanks for reading and sharing!

#cybersecurity #tech #ai #quantum #space Forbes


Artificial intelligence and quantum computing are no longer speculative technologies. They are reshaping cybersecurity, economic viability, and managing risk in real time.

New research reveals a psychological shift triggered by the 2008 Great Recession

New research suggests the 2008 Great Recession fundamentally altered how Americans perceive their social standing. An analysis of over 160,000 people indicates the economic shock caused a widespread decline in class identity that persisted long after the market recovered.

Is This The End of OpenAI?

Elon Musk’s lawsuit against OpenAI aims to expose the company’s alleged abandonment of its non-profit mission and potential shift to a for-profit model, sparking a heated dispute over the company’s future and integrity ##

## Questions to inspire discussion.

Understanding the lawsuit timeline and stakes.

🔍 Q: When is Elon Musk’s lawsuit against OpenAI going to trial and what is he claiming?

A: The lawsuit is set to go to trial in April 2026, with Musk arguing he’s owed billions from the value of intellectual property developed from his contributions as the primary funder who wanted OpenAI to remain nonprofit and open source.

📄 Q: What evidence exists in Greg Brockman’s personal files from 2017?

Biomass-derived furans offer sustainable alternative to petroleum in chemical production

A research project conducted by the Max-Planck-Institut für Kohlenforschung shows how biomass can be used as a raw material for chemical products instead of petroleum. The scientists have published their findings in the journal Science.

The chemical industry is facing major challenges: for reasons of CO2 neutrality, circular economy, and geopolitical instability, there is a desire to move away from petroleum and other fossil materials as raw materials for the production of high-quality chemicals. But how will molecular building blocks for essential medicines, for example, be obtained in the future?

John Forbes Nash Jr

(June 13, 1928 – May 23, 2015), known and published as John Nash, was an American mathematician who made fundamental contributions to game theory, real algebraic geometry, differential geometry, and partial differential equations. [ 1 ] [ 2 ] Nash and fellow game theorists John Harsanyi and Reinhard Selten were awarded the 1994 Nobel Prize in Economics. [ 3 ] In 2015, Louis Nirenberg and he were awarded the Abel Prize for their contributions to the field of partial differential equations.

As a graduate student in the Princeton University Department of Mathematics, Nash introduced a number of concepts (including the Nash equilibrium and the Nash bargaining solution), which are now considered central to game theory and its applications in various sciences. In the 1950s, Nash discovered and proved the Nash embedding theorems by solving a system of nonlinear partial differential equations arising in Riemannian geometry. This work, also introducing a preliminary form of the Nash–Moser theorem, was later recognized by the American Mathematical Society with the Leroy P. Steele Prize for Seminal Contribution to Research. Ennio De Giorgi and Nash found, with separate methods, a body of results paving the way for a systematic understanding of elliptic and parabolic partial differential equations.

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