When Denial Reinforces the Story

What Information Processing Theory Teaches Us About Crisis Communication

A Moment That Demanded Leadership

India’s inaugural national AI Conclave was a landmark event — a statement to the world that this nation is not merely a consumer of artificial intelligence, but an emerging architect of it. Against that backdrop, the controversy that erupted around one university’s exhibit was not simply an institutional embarrassment. It also became a national conversation about originality, integrity, and the values that India’s institutions of higher learning are meant to embody and transmit.

What began as an enthusiastic showcase quickly unravelled into a sequence of denials, deflections, and damage-control statements from multiple officials of the university. Each response, intended to contain the narrative, instead made it worse. Within hours, social media had ensured that any search for the national AI Conclave surfaced this controversy at the top of results — overshadowing genuine innovations, legitimate research, and the collective achievements of hundreds of participating institutions.

The question this paper addresses is not whether a mistake was made — that is obvious. The question is: why did the crisis response make things so much worse? And what does cognitive science, specifically Information Processing Theory, tell us about how institutions should respond when they find themselves in the eye of such a reputational storm?

The Framework: Information Processing Theory

Information Processing Theory (IPT), which evolved through the 1960s to the 1980s through the foundational work of Atkinson and Shiffrin, Baddeley, Craik and Lockhart, and others, provides a scientific model of how the human mind works — how it receives, encodes, stores, and retrieves information. At its core, IPT tells us that information first passes through sensory memory, which is a brief, high-capacity but rapidly decaying store. Only information that receives attention moves forward. From there, attended information enters short-term or working memory, which is limited in capacity — Miller’s research found the limit is typically 7 ± 2 items depending on the individual — and limited in duration, lasting only 15 to 30 seconds without rehearsal or repetition. Information that is rehearsed or repeated transfers into long-term memory, where it can persist indefinitely.

The critical implication for crisis communication is this: a story that continues to be talked about, denied, and counter-argued is a story that will definitively enter long-term memory — because of repetition, because of rehearsal. Every rebuttal, every new statement, every counter-narrative is an act of rehearsal. Not of the correction, but of the original scandal.

IPT also draws from Schema Theory, which tells us that incoming information is processed against pre-existing mental frameworks or mindsets. When new information fits a familiar schema — in this case, the schema of an institution copying and concealing the truth — it is encoded faster, believed more readily, reinforced, and retrieved more easily.

The McDonald’s Case: A Classic Reference Point

The McDonald’s worm rumour of the 1970s is a very instructive scenario illustrating how IPT helps us understand what goes wrong in a crisis. In the 1970s, a rumour began circulating in the United States that McDonald’s was using worms as a filler in their hamburgers. The claim was false. McDonald’s vigorously denied it, at one point even stating that worm meat was more expensive than beef, making its use economically unviable. The company deployed multiple channels, multiple spokespersons, and multiple lines of rebuttal. The result was that sales dropped drastically. The more they denied, the more consumers remembered the worms. The denial had become the rehearsal — the repetition mechanism.

IPT explains this through what researchers call the backfire effect — a phenomenon where forceful denial of a negative claim actually strengthens the encoding of that claim. This is because in the process of denial, the listener must first understand what the denial is about, reprocessing the original negative information before evaluating the rebuttal.

This single case seeded an entire body of research around three types of response strategies that we see played out in the university scandal at the AI Conclave.

The Three Strategies Applied to the Conclave Controversy

Strategy One: The Refutational Strategy

The first and foremost response from the university was refutation — denial, rebuttal, and clarification. In the university’s case, this came almost immediately. The faculty member who made the original statement denied the characterisation of what she had said. Her department head followed with a clarifying statement. The Registrar issued a formal response. Each official offered a slightly different framing: that the robot was being used as a developmental exercise, that there is a meaningful distinction between ‘using’ and ‘developing,’ that the claims were taken out of context.

From an IPT standpoint, the problem was structural, not intentional. Each new statement required the public to revisit the original incident. Each clarification was framed around the accusation it was seeking to refute — which meant the accusation was being retrieved and rehearsed with every new cycle. The pattern of multiple officials offering sequential, slightly inconsistent framings activated the schema of an institution in cover-up mode, regardless of the actual truth. This is exactly what Schema Theory would predict.

As with the McDonald’s case, the refutational strategy did not just fail to correct the narrative — it actually deepened the negative encoding of the issue.

Strategy Two: The Storage and Deflection Strategy

When pure denial failed, a second strategy emerged from the university — what Information Processing Theory describes as the storage or deflection strategy. Rather than continuing to engage with the accusation directly, they began redirecting attention to other activities: a robot soccer event, other student projects, references to broader institutional initiatives. The message, in essence, was: look here, not there.

In principle, deflection can work — if deployed very early, before the negative information has moved from short-term to long-term memory, and if the deflection itself is sufficiently compelling to command genuine attention. McDonald’s attempted this by highlighting other menu items and community initiatives. In the case of the AI Conclave, the deflection came too late, after multiple rounds of denials had already deeply encoded the original scandal. The deflection was also not sufficiently credible. Pointing to a robot soccer event felt disproportionately small compared to the magnitude of the controversy. Audiences were able to read between the lines and interpret the deflection as a further confirmation of guilt, reinforcing the original negative mind set rather than overwriting it.

Strategy Three: The Retrieval Strategy

The third strategy — and the most sophisticated — is the retrieval strategy. Here, the institution attempts to shift the public’s cognitive focus from the negative incident to the reservoir of positive associations the university holds. McDonald’s has employed this effectively at various points in its history, emphasising its role as a family-friendly space, its philanthropic commitments, and its food safety standards. The goal is to activate competing memories so strongly that the negative information becomes less accessible and less central to how the institution is perceived.

The university attempted this as well — invoking its research contributions, its investment in infrastructure, its alignment with the national vision of a developed India, its large student community, etc. These are real and meaningful achievements, and in a different context, they would have carried significant weight. But the retrieval strategy, like deflection, is most powerful when deployed early — ideally as the first or second response, before negative mind sets have hardened. Used as a third strategy, after refutation and deflection have already set the negative narrative, it appears to be a desperate attempt rather than a confident one. The public’s long-term memory had already been written. The retrieval strategy was attempting to overwrite a story that had already been set in concrete.

What Was Missing: The Chancellor Effect

Across all three strategies, a single critical element was absent: authoritative, immediate, unconditional acknowledgement from the highest level of institutional leadership. IPT tells us that the window for effective crisis management is very narrow. In the moments immediately following a controversy — when the information is still in short-term or sensory memory, when it has not yet been rehearsed into permanence, when schema encoding is still malleable — a swift, credible, high-authority intervention can interrupt the rehearsal cycle before it completes.

What was needed was not a faculty member’s clarification, not a Registrar’s statement, not a chain of officials giving sequential statements. What was needed was the Chancellor — or equivalent head of the institution — stepping forward clearly and without qualification, saying: this was a mistake, it does not reflect our values, and we take full responsibility.

This is not merely a communication tactic. It is a demonstration of the values that institutions of higher learning exist to model. Accountability, intellectual honesty, and the courage to admit error are not peripheral to academic culture — they are its foundation.

The Larger Stakes: Academic Integrity and India’s Research Reputation

This episode does not exist in isolation. It touches on a structural challenge that India’s higher education sector has grappled with for some time. Indian institutions have historically struggled to break into global university rankings, in part because of deficits in original knowledge creation. Research papers authored by faculty at several Indian institutions have been retracted by international journals — not through malice, but through a culture in some quarters that has not sufficiently distinguished between adaptation and origination, between learning from others and claiming others’ work as one’s own.

This is not a statement about Indian academia as a whole. There are outstanding institutions in this country producing genuinely original research, contributing meaningfully to global knowledge, and upholding the highest standards of academic integrity. It is precisely these institutions — and the thousands of dedicated researchers and educators within them — whose reputations are put at risk when a high-profile incident like this one generates the narrative that India is a nation of imitators.

That narrative is false. But it is the narrative that went viral. And IPT tells us exactly why: it fit a pre-existing schema, it was emotionally charged, and it was rehearsed relentlessly across social media. The corrections — the genuine achievements, the legitimate innovations, the many universities doing excellent work — did not receive anything close to the same amplification.

This asymmetry is not accidental. It is a feature of how human memory and media ecosystems interact. Negative, schema-consistent information propagates faster and encodes more deeply than positive, schema-inconsistent information. The only antidote is not louder correction but earlier, more credible, more authoritative intervention.

Conclusion: A Call for Authentic Leadership

Institutions must recognize that crisis communication isn’t just messaging—it’s cognitive intervention. When denial entrenches the narrative, leadership must act swiftly to:

(a) Acknowledge mistakes transparently at the highest level; 

(b) Interrupt the rehearsal cycle before narratives harden; and 

(c) Model accountability as core to academic values.

For India’s academic community, this is a moment to reinforce that originality and integrity aren’t optional—the stakes are global credibility.

Authored by Dr Madhukar G Angur

Founder and Chancellor

Alliance University, Bengaluru