AI's impact on the legal world is twofold. On one hand, AI tools will generate more lawsuits by making it easier for firms to discover and assemble cases. On the other hand, AI will speed up the resolution of those cases by allowing parties to more quickly analyze evidence and assess the strengths and weaknesses of their positions, leading to earlier settlements.

Many laws were written before technological shifts like the smartphone or AI. Companies like Uber and OpenAI found massive opportunities by operating in legal gray areas where old regulations no longer made sense and their service provided immense consumer value.

In the current AI landscape, knowledge and assumptions become obsolete within months, not years. This rapid pace of evolution creates significant stress, as investors and founders must constantly re-educate themselves to make informed decisions. Relying on past knowledge is a quick path to failure.

Contrary to its reputation for slow tech adoption, the legal industry is rapidly embracing advanced AI agents. The sheer volume of work and potential for efficiency gains are driving swift innovation, with firms even hiring lawyers specifically to help with AI product development.

The PC revolution was sparked by thousands of hobbyists experimenting with cheap microprocessors in garages. True innovation waves are distributed and permissionless. Today's AI, dominated by expensive, proprietary models from large incumbents, may stifle this crucial experimentation phase, limiting its revolutionary potential.

Unlike simple "Ctrl+F" searches, modern language models analyze and attribute semantic meaning to legal phrases. This allows platforms to track a single legal concept (like a "J.Crew blocker") even when it's phrased a thousand different ways across complex documents, enabling true market-wide quantification for the first time.

The rapid pace of AI innovation means today's cutting-edge research is irrelevant in three months. This creates a core challenge for founders: establishing a stable, long-term company vision when the underlying technology is in constant, rapid flux. The solution is to anchor on the macro trend, not the specific implementation.

Within the last year, legal AI tools have evolved from unimpressive novelties to systems capable of performing tasks like due diligence—worth hundreds of thousands of dollars—in minutes. This dramatic capability leap signals that the legal industry's business model faces imminent disruption as clients demand the efficiency gains.

Unlike traditional internet protocols that matured slowly, AI technologies are advancing at an exponential rate. An AI standards body must operate at a much higher velocity. The Agentic AI Foundation is structured to facilitate this rapid, "dog years" pace of development, which is essential to remain relevant.