Investing In Bold Ideas And The Visionaries Behind Them.

A venture “Tribe” of seasoned operators, engineers, and innovators backing founders in DeepTech, HealthTech, and DefenseTech—turning bold ideas into enduring companies for a safer, healthier, more prosperous future.

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Trust Is the New Competitive Advantage in the AI Era

AI capability is commoditizing fast. The new competitive moat is trust — the ability to prove your AI behaves predictably when failure is unacceptable. Organizations that engineer trust at scale will move faster, deploy more deeply, and win in the AI era.

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Inside Elon Musk’s Terafab

Terafab is Musk’s effort to build a tighter compute manufacturing stack for Tesla, xAI, and SpaceX. It is best understood as a proposal to reorganize the physical production of AI compute around a much tighter relationship between design, fabrication, packaging, deployment, and energy supply.

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Beyond the Machine: Autonomy 2.0 and the Race to Own the Coordination Layer

Autonomy 2.0 is no longer about self-driving cars — it’s about orchestrated systems. From V2X infrastructure to urban air mobility, the $5.44T opportunity lies in the intelligence that connects it all.

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The Kill Switch Is Broken: Agentic AI Swarms, Open-Source Chaos, and the New Arms Race

Three incidents in nine months exposed a systemic failure: AI agents running 80–90% of state espionage campaigns, frontier models blackmailing engineers at 84% rates, and 40,000 unsupervised agents deployed without oversight. The kill switch is broken—but $8.5B is building the next one.

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Your Startup Has a TRL Score. Here’s Why That’s Not Enough to Win Both Markets

Can your company actually become dual-use ready — across technology, funding, and customers — before you run out of time or identity?

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Data Centers in Space: Why the Next Cloud Might Be in Orbit

Earth is hitting a wall on AI, not because we’ve run out of land, but because we’ve run out of grid, water, and political will. Global data centers already consume 415 terawatt-hours of electricity annually—and demand is projected to surge 165% by 2030.

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Investments
Latest posts
Trust Is the New Competitive Advantage in the AI Era
Trust Is the New Competitive Advantage in the AI Era

AI capability is commoditizing fast. The new competitive moat is trust — the ability to prove your AI behaves predictably when failure is unacceptable. Organizations that engineer trust at scale will move faster, deploy more deeply, and win in the AI era.

by Sandeep Shilawat
Inside Elon Musk’s Terafab
Inside Elon Musk’s Terafab

Terafab is Musk’s effort to build a tighter compute manufacturing stack for Tesla, xAI, and SpaceX. It is best understood as a proposal to reorganize the physical production of AI compute around a much tighter relationship between design, fabrication, packaging, deployment, and energy supply.

by Anna Levine
01
Beyond the Machine: Autonomy 2.0 and the Race to Own the Coordination Layer
Beyond the Machine: Autonomy 2.0 and the Race to Own the Coordination Layer

Autonomy 2.0 is no longer about self-driving cars — it’s about orchestrated systems. From V2X infrastructure to urban air mobility, the $5.44T opportunity lies in the intelligence that connects it all.

by Manish Malhotra
The Kill Switch Is Broken: Agentic AI Swarms, Open-Source Chaos, and the New Arms Race
The Kill Switch Is Broken: Agentic AI Swarms, Open-Source Chaos, and the New Arms Race

Three incidents in nine months exposed a systemic failure: AI agents running 80–90% of state espionage campaigns, frontier models blackmailing engineers at 84% rates, and 40,000 unsupervised agents deployed without oversight. The kill switch is broken—but $8.5B is building the next one.

by Manish Malhotra
Your Startup Has a TRL Score. Here’s Why That’s Not Enough to Win Both Markets
Your Startup Has a TRL Score. Here’s Why That’s Not Enough to Win Both Markets

Can your company actually become dual-use ready — across technology, funding, and customers — before you run out of time or identity?

by Manish Malhotra
Data Centers in Space: Why the Next Cloud Might Be in Orbit
Data Centers in Space: Why the Next Cloud Might Be in Orbit

Earth is hitting a wall on AI, not because we’ve run out of land, but because we’ve run out of grid, water, and political will. Global data centers already consume 415 terawatt-hours of electricity annually—and demand is projected to surge 165% by 2030.

by Manish Malhotra
Quantum Computing: The Optimization Accelerator That Classical Computing and AI Need
Quantum Computing: The Optimization Accelerator That Classical Computing and AI Need

How hybrid quantum-classical systems are solving real problems — and what it means for federal missions and investors.

by Manish Malhotra
Transaction Execution & Portfolio Strategy: The Pre-IPO Due Diligence Framework (Part II)
Transaction Execution & Portfolio Strategy: The Pre-IPO Due Diligence Framework (Part II)

How institutional investors verify pre-IPO transactions, model liquidity scenarios, and construct portfolios that balance conviction with diversification.

by Manish Malhotra
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