Skip to main content

The 'glass cliff' at Galgotias: How a university’s AI crisis became a gendered blame game

By Mohd. Ziyaullah Khan* 
“She was not aware of the technical origins of the product and in her enthusiasm of being on camera, gave factually incorrect information.” These were the words used in the official press release by Galgotias University following the controversy at the AI Impact Summit in Delhi. The statement came across as defensive, petty, and deeply insensitive.
This is the same university that enjoyed significant visibility and space at the AI Summit in Delhi, which was not the case with the IITs present. It is also the same institution that was awarded as one of the best universities over a decade ago by the then Chief Minister of Gujarat, Mr. Modi. The university is widely perceived to have strong right-wing dominance, whether in its faculty or management, and that, for many observers, explains much about its functioning.
When the Head of the Communication faculty stepped forward to explain what was presented as their innovation — which was later identified as a Chinese product — the institution’s top leadership chose to make her the scapegoat. Instead of taking collective responsibility, they shifted the blame onto an individual in an apparent attempt to distance themselves from what many have described as a deeply embarrassing episode. Let us examine what happened and why the fallout has been so severe.
At the AI Impact Summit expo, Galgotias University showcased what it presented as an AI innovation named “Orion.” However, when videos from the stall surfaced online, viewers quickly identified the robot as a commercially available product manufactured by a Chinese company. Questions began pouring in regarding the authenticity of the claim and the university’s representation of the product. As scrutiny intensified, authorities removed the stall, and the university withdrew from the expo. The viral clip triggered national and international criticism, raising uncomfortable questions about India’s AI credibility.
The university subsequently released an apology letter but instead of taking institutional responsibility, the statement placed the blame squarely on a faculty member, accusing her of miscommunication in her enthusiasm on camera. Rather than calming the situation, the tone of the letter aggravated public outrage.
From a branding and marketing standpoint, this case reflects a textbook failure in crisis communication. The first rule of effective crisis management is simple: acknowledge, accept, and respond — do not defend or deflect. Speed is critical. In the digital age, brands must enter the conversation immediately, especially when news and social media are shaping public perception in real time. Stakeholders expect honesty. What they received instead was a statement that appeared to scapegoat a faculty member.
In an AI-driven knowledge economy, trust and transparency are non-negotiable. Audiences today can quickly detect tokenism or evasion. The delayed and poorly framed apology allowed negative commentary, political narratives, and international criticism to spiral further. In crisis communication, delay is often interpreted as denial.
Beyond marketing failures, the episode raises serious ethical concerns, particularly regarding how the faculty member was portrayed. The press release emphasised that she was “overwhelmed” on camera, implying emotional instability or incompetence. This framing was not only unnecessary but demeaning. Social media soon filled with memes and comments focusing on her attire, appearance, and composure rather than the institutional lapse. Such reactions reflect deeper societal biases. Women professionals are often reduced to discussions about their clothing, demeanour, or perceived emotional fragility.
This episode echoes what organisational psychology describes as the “Glass Cliff” phenomenon where women are more likely to be placed in high-risk positions during times of crisis, only to be blamed when things go wrong. In this case, institutional failure occurred at multiple levels — right from planning, product verification, compliance, and to communication. Yet the public narrative concentrated on one individual.
True leadership requires shielding team members in moments of crisis. As leadership expert Simon Sinek famously said in his TED Talk, “In times of crisis, leaders go first and they never make their teams feel insecure.” Unfortunately, that principle appeared absent here as no one from the leadership came forward to shield her. Instead, they fired her, as we see Neha’s LinkedIn profile set to ‘open to work’.
This was not a minor internal event; it was a national summit with international attendees and global media presence. Every participating institution carried the responsibility of representing not just itself but the country’s innovation ecosystem. An ideal response should have included an immediate public apology: a straightforward, unconditional apology from the leadership — without justification, excuses, or blame-shifting. The responsibility should have been institutional, not individual.
It required leadership visibility, with senior leadership addressing the media directly, taking accountability and assuring corrective measures. A rapid communication strategy was essential, ensuring that within the first hour, the apology appeared across press channels and all official social media platforms.
After the public acknowledgment, a structured crisis communication plan should have followed, including the formation of an internal task force, clear briefing of media spokespersons, a defined social media engagement strategy, monitoring conversations using social listening tools, and sentiment analysis to prioritise responses.
In today’s digital environment, where meme culture can dominate narratives, strategic participation in conversations — rather than silence — helps regain narrative control. And yes, do not ignore internal stakeholders. Often, brands focus exclusively on external reputation while neglecting internal audiences. In this case, students, employees, and parents also required reassurance. Transparent communication with internal stakeholders is crucial to prevent speculation and morale damage. Trust inside the institution is just as important as trust outside it.
Historically, organisations facing crises either crumble under reputational damage or rebuild through decisive action. This case originated from internal misjudgment, making recovery more challenging. Rebuilding credibility will require more than carefully worded statements. It demands excellence in academic and research delivery, transparent communication practices, ethical branding standards, and protection of employees during crises.
As the saying goes, what helps a brand in crisis is what it has built before the crisis. Integrity, once shaken, can only be restored through consistent and visible action.
The controversy serves as a broader reminder: in an AI-driven world where credibility defines influence, institutions like Galgotias University must prioritise authenticity, accountability, and ethical leadership. A crisis does not define an organisation — but how it responds certainly does.
In the case of Galgotias, which has often been seen as supported by the ruling regime and aligned with the government’s ideological framework, recent incidents have raised serious concerns. It is therefore not entirely surprising to see students faltering publicly — whether it was a student responding “Sanskrit” as his favourite programming language during an AI Summit interaction with one of the founders, or students struggling to answer reporters’ questions during a rally ahead of the 2024 elections regarding the so-called “Urban Naxal” issue. Such moments inevitably raise questions about the academic competence and intellectual environment being nurtured within the institution.
It is worth reflecting on where the institution’s legacy is headed at a time when the world of AI is evolving at an unprecedented pace. Is it positioning itself as a serious contributor to technological innovation, or drifting towards becoming a space shaped primarily by ideological leanings? Only time will tell. However, one thing remains evident: in the current political climate, such controversies no longer come as a surprise.
---
*Feelance content writer & editor based in Nagpur. Co-founder, TruthScape

Comments

Anonymous said…
Galgotya University brought shame to India at AI summit in front of world leaders. Wonder any graduate coming out of this university his or her qualification would be recognised overseas after this drama. This university needs to be banned in any future representation at international level
Anonymous said…
The issue should not go away. Galgotia is just one instance of the rot in our educational system- from schools to colleges. The rot has its root in the late '90s- early '00s when they started sanctioning hundreds- literally hundreds - of Engineering and medical colleges in each state. We all know how the accrediting agencies like AICTE with its suitcase culture were complicit in sustaining this sham, driving down our standards. If today Indians face a backlash abroad, part of it is due to such schools and colleges. But our public could not careless. There will be something else soon, and they will forget. Sometimes, I despair.
Anonymous said…
Why only she who should be blamed, our minister posted on his Twitter handle and when this all started he calmly deleted the post. Why he should not be accountable for.

TRENDING

The soundtrack of resistance: How 'Sada Sada Ya Nabi' is fueling the Iran war

​ By Syed Ali Mujtaba*  ​The Persian track “ Sada Sada Ya Nabi ye ” by Hossein Sotoodeh has taken the world by storm. This viral media has cut across linguistic barriers to achieve cult status, reaching over 10 million views. The electrifying music and passionate rendition by the Iranian singer have resonated across the globe, particularly as the high-intensity military conflict involving Iran entered its second month in March 2026.

Kolkata dialogue flags policy and finance deficit in wetland sustainability

By A Representative   Wetlands were the focus of India–Germany climate talks in Kolkata, where experts from government, business, and civil society stressed both their ecological importance and the urgent need for stronger conservation frameworks. 

Beyond Lata: How Asha Bhosle redefined the female voice with her underrated versatility

By Vidya Bhushan Rawat*  The news of iconic Asha Bhosle’s ‘untimely’ demise has shocked music lovers across the country. Asha Tai was 92 years young. Normally, people celebrate a passing at this age, but Asha Bhosle—much like another legend, Dev Anand—never made us feel she was growing old. She was perhaps the most versatile artist in Bombay cinema. Hailing from a family devoted to music, Asha’s journey to success and fame was not easy. Her elder sister, Lata Mangeshkar, had already become the voice of women in cinema, and most contemporaries like Shamshad Begum, Suraiya, and Noor Jehan had slowly faded into oblivion. Frankly, there was no second or third to Lata Mangeshkar; she became the first—and perhaps the only—choice for music directors and all those who mattered in filmmaking. Asha started her musical journey at age 10 with a Marathi film, but her first break in Hindustani cinema came with the film "Chunariya" (1948). Though she was not the first choice of ...

Lata Mangeshkar, a Dalit from Devdasi family, 'refused to sing a song' about Ambedkar

By Pramod Ranjan*  An artist is known and respected for her art. But she is equally, or even more so known and respected for her social concerns. An artist's social concerns or in other words, her worldview, give a direction and purpose to her art. History remembers only such artists whose social concerns are deep, reasoned and of durable importance. Lata Mangeshkar (28 September 1929 – 6 February 2022) was a celebrated playback singer of the Hindi film industry. She was the uncrowned queen of Indian music for over seven decades. Her popularity was unmatched. Her songs were heard and admired not only in India but also in Pakistan, Bangladesh and many other South Asian countries. In this article, we will focus on her social concerns. Lata lived for 92 long years. Music ran in her blood. Her father also belonged to the world of music. Her two sisters, Asha Bhonsle and Usha Mangeshkar, are well-known singers. Lata might have been born in Indore but the blood of a famous Devdasi family...

Maoist activity in India: Weakening structures, 'shifts' in leadership, strategy and ideology

By Harsh Thakor*  Recent statements by government representatives have suggested that Maoism in India has been effectively eliminated, citing the weakening of central leadership and intensified security operations. These claims follow sustained counterinsurgency efforts across key regions, including central and eastern India. However, available information from security agencies and independent observers indicates that while the organizational structure of the CPI (Maoist) has been significantly disrupted, elements of the movement remain active. Reports acknowledge the continued presence of cadres in certain forested regions such as Bastar and parts of Dandakaranya, alongside smaller, decentralized units adapting their operational strategies.

46% own nothing, 1% own 18%: The truth about India’s land inequality

By Vikas Meshram *  “Agriculture is the backbone of India” — this is what we have been hearing for generations. But there is a pain hollowing out this backbone from within: the unequal distribution of land. On one hand, news of farmer suicides, indebtedness, and rural migration keeps coming; on the other, agricultural land across the country continues to concentrate in the hands of a few wealthy individuals.

US study links ultra-processed diets to preterm birth, sparks concern in India

By Jag Jivan   A growing body of scientific evidence linking ultra-processed food (UPF) consumption during pregnancy to adverse maternal and neonatal outcomes has sparked fresh concern among public health experts, with Indian nutrition advocates warning of serious implications for the country’s already strained maternal health landscape.

From Manesar to Noida: Workers take to streets for bread, media looks away

By Sunil Kumar*   Across several states in India, a workers’ movement is gathering momentum. This is not a movement born of luxury or ambition, nor a demand for power-sharing within the state. At its core lies a stark and basic plea: the right to survive with dignity—adequate food, and wages sufficient to afford it.

Midnight weeping: The sociology of tragic vision in Badri Narayan’s poetry

By Ravi Ranjan*  Badri Narayan, a distinguished Hindi poet and social scientist, occupies a unique position in contemporary Indian intellectual life by bridging the worlds of creative literature and critical social inquiry. His poetic journey began significantly with the 1993 collection 'Saca Sune Hue Kaï Dina Hue' (Truth Heard Many Days Ago). As a social historian and cultural anthropologist, Narayan pioneered a methodological shift away from elite archives toward the oral traditions and folk myths of marginalized communities. He eventually legitimized "folk-ethnography" as a rigorous academic discipline during his tenure as Director of the G.B. Pant Social Science Institute.