Preparing for Legal Super Intelligence

As AGI starts to come into focus, we explore what legal super intelligence means and how the legal industry can start preparing now.

Jul 22, 2025

Clients have been increasingly asking how we view artificial general intelligence (AGI) and artificial super-intelligence (ASI). We wanted to share conversations we are having with the broader legal community in case they are helpful and also so they can challenge and expand our thinking on the topic. Sam Altman notes that systems “that start to point to AGI are coming into view,” and we believe we need to start preparing as a society and an industry for increasingly powerful AI.

Legal super intelligence

We define legal super intelligence as an autonomous AI that can handle any negotiation, litigation or adjudication in any practice area as well or better than the top expert in that domain. Concretely, in these three areas that means:

  • Negotiation - able to draft and negotiate any contract or agreement based on all precedent, deal documents, conversations and other context at the level of a top transactional partner in the respective practice area. The system would be able to request information from clients when necessary and negotiate with the counterparty without human oversight.
  • Litigation - able to research and draft any motion in any litigation based on all caselaw, discovery, and other relevant context at the level of a top litigation partner in the respective practice area. The system would be able to adjust its case strategy based on arguments from the counter party without human oversight.
  • Adjudication - able to pass an opinion based on legal arguments from both parties in any court system at the level of a top judge in that court system and practice area. The system would understand all previous caselaw and societal implications of creating new precedent.

We believe this definition captures the core capabilities of legal superintelligence across the main functions of the legal industry. In future articles we will discuss the implementation details, how we believe such a system evolves and might be governed, and how such a system could transform the legal industry. We strongly believe this will be a transition for the better.

Comparison to AGI and ASI

We believe the legal industry will make meaningful progress towards legal super intelligence in parallel with artificial general intelligence and far earlier than general super intelligence. We define artificial general intelligence and super intelligence as follows:

  • AGI - more capable at almost any task than almost any human. Ability to do the majority of digital labor and only surpassed by domain experts (e.g. partners and judges in legal).
  • ASI - more capable than every human at every task. An AI that is more capable than any human and is able to create novel scientific and other knowledge beyond human capabilities.

We believe AGI is rapidly approaching but specialized super intelligent systems will be created much sooner than generally super intelligent systems. For example, we have super human driving in the form of self driving cars, specialized AI for a specific task, for before we will build humanoid robots that learn to drive cars. In a future article we will discuss in more details how we see these different systems evolving and interacting.

Timeline

It’s incredibly difficult to predict exact timelines given the complexity of research and of defining exact milestones. However, the majority of the frontier model companies we work with tend to define timelines in a roughly similar range:

  • Sam Altman (OpenAI): believes AGI is a year or two away and super intelligence will follow soon after.
  • Dario Amodei (Anthropic): AGI could emerge as early as 2026.
  • Demis Hassabis (Google DeepMind): expects AGI within five to ten years.

We believe AI is improving much quicker than most of the world expects. Regardless of the exact definitions of AGI and ASI the models are already powerful enough that they will reshape society and we need to start preparing for the implications. Specifically for the legal industry, it means that the current state of incremental change and investment will be rapidly replaced by a fundamental transformation of the way we work. To that end, it requires thoughtful planning by Firm Innovation teams and proactive guidance from teams like ours at Harvey.

Next

The legal profession must confront fundamental shifts in associate training, law-school curricula, and the skills lawyers need to stay competitive. Below is a summary of the topics from the various conversations we’ve been having with folks in the legal industry. The progress of AI is an incredibly deep and nuanced topic so we don’t expect to be able to cover everything and we know in a couple months a lot of what we write will likely change. However, we want to share our thoughts in case others find them useful.

Below are some of the topics that have emerged from our conversations with CIOs to date, alongside the ones we see as critical:

  • Development - how can the legal industry develop and deploy this technology responsibly?
  • Evaluation - how to measure progress towards legal super intelligence?.
  • Technical details - how will these systems work and how will they be implemented?
  • Differentiation - how should firms and lawyers think about differentiation in the era of super intelligence?
  • Security - how to protect client and law firm data?
  • Implications – shifts in roles, economics, and competition. What will the legal industry look like in 10 years? What does the role of an associate look like? What skills will a lawyer need to have?
  • Change management – new business models, associate training, and law-school curricula.

We would love to hear from CIOs, partners, associates, law students, and Innovation teams on other questions top of mind for you as it relates to legal AGI. These questions and feedback will guide the rest of our series on this topic, so please share them with us on Harvey's LinkedIn.