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  1. The a16z Show
  2. Ben Horowitz on AI Infrastructure, Economics and The New Laws of Software
Ben Horowitz on AI Infrastructure, Economics and The New Laws of Software

Ben Horowitz on AI Infrastructure, Economics and The New Laws of Software

The a16z Show · Apr 14, 2026

Ben Horowitz discusses AI's new laws: money now solves software problems, old moats are gone, and America needs a total infrastructure rebuild.

AI Upends a 50-Year Rule: Companies Can Now Buy Their Way Out of Software Problems

The long-held belief from Fred Brooks' 'Mythical Man-Month'—that adding engineers slows projects—is now obsolete. With sufficient capital for GPUs and data, companies can compress years of software development into weeks, fundamentally changing competitive dynamics and making capital a primary weapon again.

Ben Horowitz on AI Infrastructure, Economics and The New Laws of Software thumbnail

Ben Horowitz on AI Infrastructure, Economics and The New Laws of Software

The a16z Show·3 months ago

AI Is Dissolving Traditional Software Moats Like Customer and Data Lock-In

Moats like migration pain, proprietary data, and UI lock-in are weakening. AI agents are flexible with interfaces and can easily replicate code and migrate data, forcing companies to find new, more distinct sources of value beyond simply 'owning' the customer.

Ben Horowitz on AI Infrastructure, Economics and The New Laws of Software thumbnail

Ben Horowitz on AI Infrastructure, Economics and The New Laws of Software

The a16z Show·3 months ago

The AI Revolution's Biggest Bottleneck Isn't Chips, It's America's Physical Infrastructure

While NVIDIA may solve the chip shortage, the true limiting factors for AI's growth are physical-world constraints. The US currently lacks sufficient electricity, rare earth minerals, manufacturing capacity, and even power transformers to support the massive, energy-intensive demands of AI.

Ben Horowitz on AI Infrastructure, Economics and The New Laws of Software thumbnail

Ben Horowitz on AI Infrastructure, Economics and The New Laws of Software

The a16z Show·3 months ago

Crypto Provides the Necessary Trust Layer for a World Flooded with AI-Generated Content

As AI makes it impossible to distinguish real from fake, a decentralized system of trust becomes essential. Ben Horowitz argues that blockchain's cryptographic properties are necessary to verify human identity, sign content, and establish a source of truth not controlled by a government or tech giant.

Ben Horowitz on AI Infrastructure, Economics and The New Laws of Software thumbnail

Ben Horowitz on AI Infrastructure, Economics and The New Laws of Software

The a16z Show·3 months ago

AI Agents Require Crypto to Become Independent Economic Actors

For an AI to operate autonomously—earning and spending money—it needs a native digital currency. Traditional financial systems are built for human or corporate entities, making it difficult for an AI to become a credit card merchant. Crypto provides the necessary 'internet money' infrastructure.

Ben Horowitz on AI Infrastructure, Economics and The New Laws of Software thumbnail

Ben Horowitz on AI Infrastructure, Economics and The New Laws of Software

The a16z Show·3 months ago

Humanity's Ability to Convert Wants into Needs Will Create New Jobs in an AI World

Countering AI doomerism, Ben Horowitz argues that human desire is infinite. Once AI makes basic goods abundant, people will develop new 'needs'—from complex services to luxury experiences like chef-prepared meals—which will in turn generate entirely new industries and jobs unimaginable today.

Ben Horowitz on AI Infrastructure, Economics and The New Laws of Software thumbnail

Ben Horowitz on AI Infrastructure, Economics and The New Laws of Software

The a16z Show·3 months ago

AI May Force Venture Capital to Consolidate into Banks, Mirroring the Industrial Revolution

The AI era could consolidate power into a few massive companies, similar to the auto industry's Big Three. In that scenario, venture capital firms that backed them may evolve 'upstream' into large investment banks like JPMorgan, shifting away from backing a diverse set of new, smaller startups.

Ben Horowitz on AI Infrastructure, Economics and The New Laws of Software thumbnail

Ben Horowitz on AI Infrastructure, Economics and The New Laws of Software

The a16z Show·3 months ago