In a December 2025 judgement, the Supreme Court upheld the decision in Rajasthan High Court v. Rajat Yadav, effectively reaffirming that merit must remain a defining metric in open competitive examinations, ensuring candidates who qualify on merit are neither penalized nor displaced by procedural anomalies arising from reservations. The petitioners argued that: allowing reserved-category candidates to occupy open seats means fewer seats are ultimately filled by general-category candidates. Thereafter, since reserved-category seats are separately protected, the effective representational share of general-category candidates may shrink below the nominal open quota. The judgment held that where a reserved-category candidate surpasses the general cut-off on pure performance, they belong in the open or general pool, and that reservation systems must not, in effect, undermine the very purpose of merit-based selection. This decision was hailed as a constitutional reaffirmation of fairness and substantive equality, however, the case exposes a structural paradox in India’s reservation design: while open-category seats are formally neutral, their competitive accessibility across all categories can produce an asymmetry in outcome distribution — raising questions about whether this translates into substantive equality for general category aspirants.

Against this background — where the judiciary has reaffirmed that the constitutional commitment to substantive equality cannot eclipse merit, procedural fairness, and neutrality in competitive and institutional processes — the 2026 University Grants Commission (Promotion of Equity in Higher Education Institutions) Regulations appear to unsettle that equilibrium. If Rajasthan High Court v. Rajat Yadav underscored that open-category spaces must remain genuinely merit-based and structurally neutral, the 2026 framework raises the converse concern within campus governance: whether anti-discrimination mechanisms, in their present design, depart from procedural universality and thereby disturb the balance between equity and natural justice that the courts presumably seek to preserve. Soon after the announcement of the regulations, vocal critics have argued that by embedding group-specific protections and definitional asymmetries into campus-level anti-discrimination mechanisms without robust procedural safeguards, the guidelines risk obliterating the progress made towards constitutional guarantees of equality, fair hearing, and non-arbitrariness, effectively eroding the protection for general category students against discriminatory or exclusionary practices. 

The UGC Equity Regulations were introduced as a corrective framework to address caste-based discrimination on Indian university campuses. Emerging from documented instances of institutional bias and student suicides, the Regulations have been publicly defended as a progressive consolidation of constitutional equality. Yet, the framework protects only SC/ST/OBC students, excluding the General Category (thereby presuming that GC students can not face discrimination) and raises foundational concerns about universality in anti-discrimination law. When examined through the lens of constitutional safeguards and principles of natural justice, these concerns crystallise into a deeper jurisprudential question: can a regulatory regime designed to combat discrimination do so through a structure that is procedurally asymmetric?

The Requirement of Fair Notice

One of the first principles of natural justice — audi alteram partem or no person should be condemned unheard", in other words, the right to be heard — requires fair notice, clarity of prohibited conduct, and a meaningful opportunity to defend oneself. Regulatory frameworks that may result in suspension, rustication, or reputational harm must meet heightened standards of procedural precision. The 2026 Regulations remove the detailed examples that previously explained how caste-based discrimination can appear within educational institutions, and instead leave the task of identifying such discrimination largely to the discretion of equity committees. The 2012 regulations had included concrete illustrations such as unequal treatment in admissions, biased evaluation of academic performance, and discriminatory hostel allocations, along with other clearly identifiable institutional contexts. The removal of these examples raises serious concerns about legal clarity and predictability in the application of the rules.

From a natural justice standpoint, this is not a trivial omission. The doctrine of fair notice requires that individuals understand what conduct is proscribed before punitive consequences are attached by law. When discrimination is defined broadly without clear benchmarks, independent university-level committees are left to exercise considerable subjective judgment in distinguishing legitimate academic evaluation from discriminatory grading, and questions about reservation policies from harassment. The absence of illustrative examples codified in the language of the regulations considerably expands the scope of application of (arbitrary or subjective) discretion while simultaneously reducing predictability — a combination that administrative law typically approaches with caution.

Natural justice does not demand exhaustive codification; however, it does require intelligibility and clarity. A framework that relies primarily on committee interpretation and shies away from defined parameters risks inconsistent application across institutions and endangers constitutionally protected academic discourse and free speech.

Rule Against Bias and Structural Asymmetry

The second limb of natural justice — nemo judex in causa sua or "no one should be a judge in their own case" — prohibits bias, including structural or institutional bias. Even a reasonable apprehension of bias may vitiate proceedings. Clause 3(c) of the 2026 framework, protects only SC/ST/OBC from caste-based discrimination. The critique is not that historically marginalized communities lack constitutional entitlement to protection — they indisputably do. The concern, instead, is whether a regulatory design that denies certain groups protection from caste-based abuse creates an imbalance at the level of procedure. Can the acknowledgement of historical injustice warrant a framework that leaves some students outside the scope of institutional safeguards? From a natural justice perspective, the concern is not substantive affirmative action but procedural universality. While Articles 15(4) and 16(4) permit targeted measures to redress historical disadvantage, procedural safeguards in disciplinary proceedings must operate without identity-based exclusions. A system in which certain individuals are recognized only as perpetrators — and never as potential victims — automatically generates institutional bias, or at minimum, the perception thereof.

Caste-based prejudice, like all forms of prejudice, is not unidirectional; it can manifest across multiple social locations and hierarchies. Even if the predominant pattern of discrimination is towards historically marginalized communities, a principled anti-discrimination regime must prohibit discriminatory conduct irrespective of the identity of either perpetrator or victim. This position is grounded in a core tenet of constitutional morality: that discrimination is normatively impermissible because of its nature, not because of who engages in it.

The POSH Analogy and Regulatory Transposition

In Swarajamag’s recent piece titled Beyond Bias: Reverse Discrimination and the Flawed Analogy in UGC’s 2026 Anti-Discrimination Guidelines, an analogy is drawn between the UGC framework and the Prevention of Sexual Harassment (POSH) regime. The argument is that it cannot be assumed that procedural models developed for sexual harassment can be transplanted wholesale into the domain of caste discrimination without careful consideration, as the two forms of harm differ in structure, manifestation, and social context. While the analogy is structurally appealing, it is legally and jurisprudentially fragile. Sexual harassment law operates against a relatively defined, universal parameters, supported by clear lines drawn by criminal law. Caste discrimination, by contrast, is far more subtle and highly contextual, manifesting through layered social hierarchies, regional variations, and complex intra-caste dynamics. Cues, words and actions can be subtle and difficult to articulate with the clarity that the writing of law demands. Moreover, in different regions and settings, the identity of socially or numerically disadvantaged groups may shift, and patterns of exclusion are not confined to a simple upper–lower binary; in fact, discrimination among so-called lower castes, including inter-OBC and intra-Dalit hierarchies, is a documented and recurring phenomenon.

When regulatory frameworks borrow procedural templates without accommodating the unique epistemic complexity of caste, it risks both excessive scope and under-inclusion. Vague expansiveness threatens free academic expression; under-inclusion is reductive, over-simplified and risks failing to capture systemic discrimination. 

Article 14 and Procedural Equality

Indian constitutional jurisprudence, particularly post-Maneka Gandhi, embeds natural justice within Article 14’s guarantee against arbitrariness. Even benevolent legislation must satisfy reasonableness and non-arbitrariness. The 2026 framework stands in contrast to the National Education Policy (NEP) 2020, which calls upon higher education institutions to strictly enforce comprehensive anti-discrimination and anti-harassment norms applicable across the board, rather than limiting protections to specific identity categories. This distinction carries constitutional significance. While affirmative admissions policies and targeted support mechanisms pursue distributive justice by addressing historical disadvantage, universal anti-discrimination guarantees secure procedural justice within institutional life. By narrowing protection to specific caste categories, the 2026 Regulations risk conflating distributive equity with procedural asymmetry. Natural justice insists that while entry into institutions may be structured by affirmative considerations, treatment within institutions must adhere to equal procedural protection.

Reverse Discrimination 

The term “reverse discrimination” is frequently deployed in politically charged contexts. However, at a normative level, the concern arises where a regulatory design appears to treat discrimination as objectionable not because of its intrinsic violation of dignity, but because of the identity of the perpetrator and the victim. From a constitutional standpoint, reverse discrimination does not refer to the existence of affirmative action — which is expressly contemplated within the equality code — but to the unequal allocation of procedural safeguards. If caste-based abuse directed at a General Category student falls outside the protective scope of the regulatory framework, the regime no longer reflects a universal repudiation of birth-based prejudice.

A constitutionally coherent approach would ensure that all students are protected from caste-based discrimination, while simultaneously retaining robust affirmative action and targeted institutional support for historically disadvantaged communities. Such a framework would preserve substantive equality without compromising procedural universality.

Natural Justice and Dharma: A Conceptual Distinction

The foregoing critique has relied primarily on the following principles of natural justice—fair notice, absence of bias, and procedural equality—because these are the standards that modern administrative law in India has adopted for itself. According to Indian law, if these internal benchmarks are not met, the regulatory framework in question can be challenged and struck down. With this context in mind, the present analysis has proceeded on the back of constitutional doctrine: it evaluates the UGC regulations by the same procedural standards and metrics of fairness that contemporary law formally recognizes.

These are metrics that were imported as part of the colonial legal system, and are now forcefully applied to religio-social phenomena such as caste, which historically possess their own indigenous normative vocabulary and frame of ethics. When Western legal frameworks are used to regulate or morally adjudicate on a traditional institution like caste, a glaring conceptual mismatch arises. It is akin to evaluating a mathematics paper using Michelin stars: the metric is simply not designed for the object it seeks to assess.

The idea of natural justice, as developed in Anglo-common law, represents only a limited conception of fairness. It focuses on ensuring that decisions are taken through impartial processes, that affected parties receive an opportunity to be heard, and that authority is exercised with consistency and without arbitrariness. These are valuable safeguards, but they are primarily procedural in character.

The concept of Dharma, in contrast, exists and operates on a deeper plane, embedded into the social lexicon of India. Rather than merely regulating procedure, Dharma is concerned with the ordering of conduct in accordance with truth, cosmic balance, and moral responsibility. Where natural justice asks whether a decision was reached through a fair process, Dharma asks whether the underlying law itself reflects justice and harmony. In this sense, procedural fairness is only one dimension of justice, and more broadly, ethics and morality.

The present critique therefore invokes natural justice not because it exhausts the idea of justice, but because it represents the minimum standard that the modern legal system claims to uphold. If a regulatory framework fails even these procedural tests—clarity of rules, neutrality of adjudication, and universality of protection—it raises questions not only about its administrative validity but also about its deeper moral coherence. From the standpoint of Dharma, which insists that discrimination or injustice cannot be justified based on identity or circumstance, the asymmetry inherent in the UGC guidelines is even more difficult to defend.

Conclusion: Equality or Inversion?

The 2026 UGC Regulations emerge from genuine concern about entrenched caste discrimination. However, truly constitutional governance and effective law-making requires more than just the appearance of moral posturing; it requires coherence and fairness. By removing illustrative clarity, over-expanding discretionary authority, and confining protection against caste-based discrimination to specific castes, the framework raises serious questions under the principles of natural justice and arbitrariness under Article 14 of the Constitution. If discrimination is condemned selectively — prohibited in one direction but unregulated in another — the moral foundations of a law that aims to be anti-discrimination are weakened. Insofar as the 2026 Regulations construct such asymmetry, they risk institutionalizing what critics term reverse discrimination: not the dismantling of hierarchy, but its inversion. A constitutionally robust approach would preserve targeted remedies for redressal of discrimination while affirming an uncompromising prohibition of caste-based discrimination in any direction. Only then can equity coexist with natural justice — and equality remain more than a mere rhetoric.