AI In Courtroom And Classroom: Beyond Hype
Siddharth Raja & Srinivas Raman
28 Jun 2026 8:00 PM IST

The role of the teacher must therefore evolve. The most effective teachers of the future will be those who focus on dimensions of education that technology cannot easily replicate. Personal mentorship, intellectual guidance, motivation, and emotional support are deeply human qualities that remain beyond the reach of machines. Teachers who can engage students, inspire genuine curiosity, and make learning enjoyable will remain indispensable.
Few technological developments in recent memory have generated as much excitement and anxiety as artificial intelligence. Commentators routinely predict that AI will fundamentally disrupt the legal profession and render many lawyers obsolete. Similar fears are expressed about legal education and the future role of law teachers.
A Profession Historically Resistant to Change
To understand the potential impact of AI, one must first appreciate the institutional character of the Indian legal system. The legal services in India has historically been among the sectors most resistant to change, particularly technological change. Layers of bureaucracy and a deep preference for established practice have consistently slowed the adoption of new tools and methods.
This institutional conservatism is visible even in regulatory decision-making. Bodies such as the Bar Council of India have traditionally approached disruption with considerable caution, and often outright scepticism, prioritising stability over experimentation and demonstrating a strong tendency to preserve the status quo. Transitions in the Indian legal profession, as a result, tend to be gradual rather than sudden.
Against this backdrop, the idea that artificial intelligence will dramatically and immediately transform the profession appears, at best, overstated.
AI as an Efficiency Tool, Not a Replacement for Lawyers
The most realistic way to understand artificial intelligence in the legal field is to view it primarily as an efficiency tool. In this sense, AI represents an evolution rather than a revolution.
Earlier technological developments, such as search engines and digital legal databases, have already transformed the way lawyers conduct research. Artificial intelligence represents a further evolution of this trajectory, enabling lawyers to access, summarise, and synthesise vast volumes of legal information with unprecedented speed and efficiency. While some argue that AI threatens professions like law by appearing to replicate human thought, such replication is neither autonomous nor self-sustaining. It depends fundamentally on carefully curated data and well-crafted prompts; both of which require critical human judgement. Without this human input, AI cannot meaningfully approximate the nuanced reasoning that defines professional expertise.
The core function of lawyers, therefore, remains intact. The legal profession ultimately rests on human judgement, persuasion, negotiation, and the cultivation of trust domains in which technology may serve as a powerful aid but cannot replace human actors.
What is far more likely over the next decade is not the elimination of legal jobs, but a gradual transformation in the scope and boundaries of work for lawyers. Lawyers who learn to use AI tools effectively will gain a clear advantage over those who resist them, much as earlier generations of lawyers who mastered digital databases had an edge over those who relied exclusively on manual research.
The Changing Skill Set of Lawyers
The impact of artificial intelligence will also vary considerably depending on the role a lawyer plays within the profession.
In law firms, those who function primarily as rainmakers, negotiators, or strategic advisors are likely to remain relatively insulated from technological disruption. These roles depend heavily on interpersonal relationships, reputation, judgement, and negotiation, qualities that do not lend themselves to automation.
By contrast, lawyers whose value lies primarily in performing technical or repetitive tasks, such as extensive document drafting, basic research, or routine procedural work, may find their roles evolving more significantly. AI can process legal information and generate preliminary drafts with remarkable speed, and as a result, access to legal knowledge and information will become far less scarce than it once was.
In practical terms, this means that lawyers who invest in developing so-called soft skills, namely communication, negotiation, leadership, client management, and strategic thinking, will likely prove more resilient in an AI-driven environment than those who rely exclusively on technical legal knowledge.
This is not to suggest that research and drafting will disappear from the profession. Rather, the lawyer's role in these activities will transform. Lawyers will increasingly act as prompt engineers, reviewers, editors, and strategic decision-makers, rather than as the primary generators of routine legal text.
The Paradox of AI Competence
There is a certain irony here. The effective use of artificial intelligence will require lawyers to first learn legal skills the traditional way.
AI systems are powerful but imperfect. They can produce incorrect analysis, fabricate legal authorities, or generate flawed drafting. Lawyers who rely on such tools uncritically risk serious professional consequences.
Only lawyers who already understand how to conduct research, draft documents, negotiate, and argue cases without technological assistance will possess the expertise necessary to review AI-generated output critically, identify errors, and refine the final product through human judgement.
In other words, the lawyers best placed to benefit from AI will be those who have first mastered the fundamentals of the profession through rigorous training. Technology can enhance competence, but it cannot substitute for it.
Artificial Intelligence and the Crisis of Legal Research
If the impact of artificial intelligence on the legal profession is likely to be gradual, its implications for legal academia may prove far more immediate and disruptive. Many Indian universities, including law schools, continue to rely on outdated metrics to evaluate academic performance. Faculty are often required to produce a fixed number of research publications each year, and career advancement is frequently tied to numerical indicators such as publication counts, citation scores, and the indexation status of the journals in which the work appears.
This system has already produced troubling consequences. It has encouraged a proliferation of low-quality, repetitive, and at times ethically questionable publications, driven more by the need to satisfy institutional benchmarks than by any genuine commitment to advancing knowledge. Artificial intelligence is poised to intensify these tendencies. AI tools are now capable of generating academic text at scale, lowering the cost and effort required to produce publishable material and thereby increasing the risk of further dilution in scholarly quality.
In such an environment, traditional metrics like publication volume and citation counts are likely to become even less reliable as indicators of genuine academic contribution. This does not render AI inherently problematic; rather, it exposes and amplifies pre-existing structural weaknesses within academic evaluation systems. The central challenge, therefore, is not merely the presence of AI, but the continued reliance on quantitative metrics that fail to adequately capture originality, intellectual rigor, and ethical scholarship. What ultimately remains indispensable is critical human judgement—both in the production of knowledge and in its evaluation.
Rethinking Academic Impact
The age of artificial intelligence therefore presents both an opportunity and a necessity to rethink how academic impact is measured in legal scholarship.
Rather than focusing primarily on how many times a paper is cited by other academics, greater emphasis should be placed on real-world influence and the genuine novelty of ideas. In legal research, meaningful impact often occurs when scholarly work shapes judicial reasoning, informs legislative or policy decisions, or introduces a genuinely novel framework for understanding a legal problem.
A piece of legal scholarship that assists a court in interpreting a provision, or that informs policymakers in drafting new legislation, arguably contributes far more to society than dozens of repetitive papers that circulate only within closed academic citation networks.
Over the coming decade, legal academia may therefore need to move, deliberately and consciously, away from quantity-based metrics and toward more meaningful indicators of intellectual and social influence.
The Most Important Change: Pedagogy
Perhaps the most transformative effect of artificial intelligence will be felt not in research, but in teaching.
For centuries, the central function of teachers has been to transmit information to students. In an age when knowledge was scarce and difficult to access, the lecture was an efficient means of disseminating it.
Artificial intelligence fundamentally alters this equation. Students can now obtain clear explanations of complex legal concepts within seconds through digital tools. In such an environment, traditional pedagogical tools such as dictating class notes, teaching out of a textbook, and using dense PPTs becomes increasingly difficult to justify, and this problem is compounded by the growing challenge of sustaining attention in an era of chronic information overload.
The role of the teacher must therefore evolve. The most effective teachers of the future will be those who focus on dimensions of education that technology cannot easily replicate. Personal mentorship, intellectual guidance, motivation, and emotional support are deeply human qualities that remain beyond the reach of machines. Teachers who can engage students, inspire genuine curiosity, and make learning enjoyable will remain indispensable. The notion of pedagogy as a performative art has long faced criticism from traditionalist academics who resist equating teaching with performance. Yet, throughout history and into the present day, many educators have embraced this perspective, recognizing that teaching delivered with energy and engagement is far more effective. Research consistently shows that learning experiences infused with joy and dynamism are more memorable and impactful than those delivered monotonously. Consequently, educators at all levels should consciously integrate elements of performance and entertainment into their pedagogy; not as a superficial flourish, but as a strategic tool to capture learners' attention, enhance focus, and ensure long-term retention. In today's environment, where attention is constantly contested by digital distractions and artificial intelligence, the ability to engage learners compellingly is no longer optional; it is essential.
This has a direct implication for how law faculty think about their own roles. In an age where AI can generate competent legal analysis and scholarly output on demand, a professor who sees their primary contribution as an agent for transmission of theoretical information faces a genuine question of relevance. The law teacher who will continue to add real value is one who prioritises teaching and training in innovative methods over the mere accumulation of research output. Guiding students through the complexities of legal reasoning, equipping them with practical skills, and mentoring them through professional development and instilling ethical judgement are things that no algorithm can do (at least in the near foreseeable future). For law school faculty, this may require an uncomfortable but necessary reordering of priorities.
In professional fields such as law, the emphasis will increasingly shift toward skill-based education, training students in communication, advocacy, critical thinking, and practical problem-solving. Clinical legal education, simulation exercises, negotiation workshops, and courtroom advocacy training may well become more central to the law school curriculum than purely doctrinal instruction.
At the same time, law schools will need to teach students how to use artificial intelligence responsibly. Ethical and critical engagement with technology must become an essential professional skill, not an afterthought.
The Enduring Importance of Human Judgement
Ultimately, the rise of artificial intelligence does not diminish the importance of human qualities in the legal profession. If anything, it brings them into sharper relief.
Law is not merely a technical system of rules. It is a human institution that depends on judgement, ethical reasoning, empathy, and trust. Judges must interpret laws within complex social contexts, lawyers must counsel clients navigating difficult decisions, and teachers must guide students through both intellectual and professional development. These responsibilities demand moral judgement and human sensitivity, qualities that do not lend themselves easily to technological replication.
This is precisely why legal education and the legal profession must renew their commitment to cultivating ethical awareness, critical thinking, and responsible decision-making. These are not peripheral skills. They are the very attributes that distinguish a human professional from an automated system.
A Tool, Not a Replacement
Artificial intelligence will, without question, reshape significant aspects of the legal profession and legal education in India. It will transform how lawyers conduct research, draft documents, and organise information. It will also press against the limits of academic structures and pedagogical methods that have remained largely unchanged for decades.
Yet none of this displaces the centrality of human judgement in law.
Rather than approaching these developments with anxiety, the legal community would be better served by a kind of pragmatic optimism. AI is not arriving to replace lawyers or law teachers. It is, at its core, another tool. A sophisticated one, certainly, but a tool, nonetheless.
And as with every technological development that preceded it, its value will ultimately be determined not by what it can do, but by the wisdom and judgement of the people who choose to use it.
Author Siddharth Raja is an executive dean at Vinayaka Mission's Law School, Chennai & Srinivas Raman is an Assistant Professor at Vinayaka Mission's Law School, Chennai.
Views are personal.


