Strict laws and collective responsibility can save from this new menace

Antara Jha

The first part of this article published in May 2025 issue of FORCE traced the invisible architecture of digital grooming—the algorithmic conditions that prepare the psychological ground, the slow and patient trust-building strategies that follow, and the sophisticated techniques through which a manipulator transforms accumulated personal disclosures into a precise and devastating map of human vulnerability. 

What remains to be examined is equally urgent: the technological mechanisms through which evidence is deliberately erased, the escalating societal stakes of psychological manipulation at scale, the current state of legal frameworks attempting and often failing to address these harms, and, with genuine cause for measured optimism, the specific, evidence-grounded protections that individuals, families, platforms, and governments must urgently embrace.

The consequences of digital manipulation do not end with a single conversation, a single damaged individual, or a single broken relationship. They escalate, accumulate, and, in their most consequential form, reach into the structures of democracy itself.

This is not alarmism. It is the documented, evidence-supported trajectory of a phenomenon that begins in the most private spaces of human psychology and ends, in its widest expression, as a matter of national security. Understanding that full spectrum and understanding what can be done about it, by individuals, families, institutions, and governments is not merely intellectually important. It is urgently, practically necessary.

Architecture of Doubt

Among the most clinically significant and least publicly discussed dimensions of contemporary digital manipulation is the deliberate use of ephemeral communication features: disappearing messages on Snapchat, auto-delete settings on Telegram, and equivalent mechanisms across various platforms to systematically remove the evidence of manipulation as it unfolds. This is not merely a matter of legal caution on the manipulator’s part. It is a sophisticated psychological weapon deployed against the victim’s own memory and confidence. When a conversation disappears, the victim is left with their emotional experience of the impression of what was implied, the memory of what was requested but without any textual record that would allow them to verify, analyse, or present that experience to others.

Over time, in a relationship already characterised by the repeated, gentle reframing of reality, the absence of a verifiable record creates a state of genuine confusion. The victim begins to doubt whether their recollection is accurate. They begin to wonder whether they misunderstood. They become reluctant to report their experience to others because they lack the confidence to assert that their own memory is reliable. This state in which a person doubts their own perceptions of a relationship they are actively inside, is the functional equivalent of what clinical psychologists call gaslighting. The disappearing message feature achieves this effect structurally, without deliberate psychological effort on the manipulator’s part. The platform’s architecture becomes a tool of psychological warfare.

Hacking People

The discipline of cybersecurity has, for decades, been primarily concerned with the protection of systems—the encryption of data, the fortification of networks, the detection of intrusions into digital infrastructure. This remains vitally important work. But the most significant shift in the landscape of digital threat over the past decade has not been technological. It has been human. Social engineering, the manipulation of human beings to bypass technological security measures has existed as long as digital systems have. A password is useless if the person who holds it can be persuaded to share it. A firewall is irrelevant if an employee can be tricked into opening a malicious attachment.

What is considerably less understood is the degree to which the same fundamental principles—the exploitation of trust, the manufacture of urgency, the construction of false authority, the leveraging of emotional need—has migrated from the technical into the deeply personal. The manipulator, who grooms a young person through an online gaming community, is engaging in an act that is structurally identical to the cybercriminal who impersonates an IT department to extract login credentials. The target is not a system. The target is the human being at the keyboard. This framing has direct and urgent implications for how society, through law, education, and platform regulation must approach digital manipulation. The threat is not only to individuals. When human engineering is deployed at scale by political actors, criminal networks, or foreign state entities, the consequences extend from the personal to the national.

The Economics of Vulnerability

Digital manipulation flourishes not only because manipulative individuals exist, but because the economic architecture of many online platforms rewards the conditions in which manipulation becomes easier. Attention has become one of the most valuable commodities in the modern economy. The longer a person remains engaged, the more advertisements they view, the more data they generate, and the more profitable they become.

The difficulty is that human attention is not captured most effectively by content that promotes stability, confidence, or emotional well-being. Fear, outrage, insecurity, loneliness, and social comparison often generate stronger engagement. A person who repeatedly returns to a platform seeking reassurance about their appearance, relationships, social standing, or future is producing precisely the behavioural signals that recommendation systems are designed to recognise and reinforce.

Most platforms are not intentionally grooming users. Yet, systems optimised primarily for engagement can unintentionally create environments in which emotional vulnerability is continuously identified, amplified, and monetised. The result is a digital ecosystem where psychological needs become measurable data points and where the very emotions that make people human can become commercially valuable.

The Brain Under Manipulation

To understand why sophisticated digital manipulation can be so effective, it is necessary to recognise that the target is not merely a person’s beliefs but the biological systems through which trust, attachment, and reward are formed. Human beings are neurologically wired to seek connection, validation, and belonging. Manipulators exploit mechanisms that evolved to help us build healthy relationships.

Particularly powerful is a phenomenon psychologists describe as intermittent reinforcement. Attention is delivered unpredictably: intense affection one day, distance the next; constant communication followed by sudden absence. This pattern creates a powerful cycle of anticipation and emotional investment. The uncertainty itself becomes psychologically compelling.

Over time, the victim may find themselves thinking constantly about the relationship, seeking approval, or attempting to restore the emotional closeness that once existed. What appears from the outside to be irrational attachment is often the predictable outcome of deeply human neurological processes. Understanding these mechanisms does not diminish personal responsibility, but it helps explain why intelligent, capable individuals can become trapped in relationships they themselves recognise as harmful.

From Body Shame to National Security

The trajectory of digital manipulation does not always end with a single victim and a single manipulator. In its most consequential form, it is a scalable infrastructure, a set of techniques that, applied systematically through platforms with hundreds of millions of users can reshape political beliefs, destroy institutional trust, and render entire populations susceptible to ideological control. The pathway is documented and consistent. A young person, conditioned by algorithmic comparison culture to feel physically and socially inadequate, becomes susceptible to the overtures of an online community that offers belonging and validation. That community progressively introduces more extreme beliefs; each framed as the logical extension of the last. The individual who began by feeling inadequate about their body has, over the course of months, been guided to distrust mainstream media, to reject democratic institutions, to view their own government as an adversary, and to identify with a group whose interests may be actively hostile to the society they live in.

This is not hypothetical. It is the documented pathway of radicalisation, and it begins, with remarkable consistency, in the same place: a person who has been made to feel that they do not belong in the mainstream world, who has been offered belonging in an alternative community, and who has been slowly and patiently educated into the beliefs of that community. The manipulation of personal identity is therefore not merely a private harm. It is a matter of democratic integrity, social cohesion, and national security.

Weaponisation of Authority

A particularly refined variant of the slow burn involves the manipulation of authority and expertise. On professional platforms such as LinkedIn, as well as on community platforms such as Discord, YouTube, and Reddit, a significant number of manipulators present themselves as mentors, advisors, coaches, or guides. They construct profiles that project competence, experience, and measured wisdom. They offer guidance to younger or less experienced users in areas of genuine aspiration career development, creative work, spiritual growth, financial literacy.

The young professional who connects with a seemingly successful career mentor, the aspiring artist who finds a patient and encouraging teacher, the spiritually curious individual who encounters an apparently wise guide, each of these people is, in many documented cases, engaged in a relationship structured entirely around the future extraction of compliance, money, sexual content, or ideological loyalty. The authority figure does not need to coerce in any obvious way. The power differential, carefully constructed over months of useful advice and genuine helpfulness, creates its own gravity. Requests that would be refused from a stranger are accommodated from a mentor.

The Illusion of Intimacy

Not all influence requires direct communication. In the age of social media, millions of people develop powerful feelings of familiarity with individuals they have never met. Daily videos, livestreams, personal stories, and carefully curated moments can create the impression of genuine friendship. Psychologists refer to these one-sided bonds as parasocial relationships.

Most such relationships are harmless. Problems arise when perceived intimacy is deliberately leveraged for financial, ideological, or emotional gain. Followers may come to trust an influencer’s judgement more than the advice of family, friends, or recognised experts. The feeling of being understood can become so powerful that disagreement begins to feel like betrayal.

The danger lies not in admiration itself but in the illusion that visibility is the same as mutual connection. Knowing a great deal about a public figure does not mean that person knows us in return.

When the Manipulator is Not Human

A new challenge is emerging. Relationships that appear personal but are generated entirely by Artificial Intelligence (AI). Unlike human manipulators, AI systems can operate continuously, remember every disclosed detail, adapt their communication style instantly, and provide a form of companionship tailored to a user's emotional needs.

For many people, particularly those experiencing loneliness or isolation, these interactions may feel meaningful and supportive. Yet the same technologies that can offer assistance can also create dependency. An AI system trained to maximise engagement may learn that reassurance, validation, or emotional attachment keeps users returning.

The concern is not that machines possess malicious intent. The concern is that systems designed to optimise attention may become extraordinarily effective at shaping human behaviour. The future challenge may not be distinguishing truth from falsehood but distinguishing authentic human relationships from synthetic ones.

What’s the Law?

Legal frameworks governing digital manipulation are, across most jurisdictions, at an early and often inadequate stage of development. The most well-established protections relate to the most severe forms of harm: the sexual exploitation of minors through online grooming is criminalised in most democratic nations, with dedicated legislation specifically addressing online communication used to prepare a child for abuse. These laws represent an important foundation, and prosecutions under them have resulted in significant sentences. Beyond the protection of minors from sexual exploitation, however, the legal landscape becomes considerably murkier.

Psychological manipulation of adults through digital platforms even when it results in financial loss, emotional breakdown, or the wholesale disruption of a person’s life often falls into the gaps between existing legal categories. Fraud law may apply where financial loss is demonstrable. Harassment legislation may apply where contact is persistent and threatening. But the sophisticated groomer who manipulates an adult victim psychologically over many months, resulting in the destruction of their relationships and mental health, may face no criminal accountability whatsoever, because no law has clearly defined what they did as a crime. Data protection legislation, including the General Data Protection Regulation (GDPR) in the European Union, provides some recourse regarding personal data. Platform liability laws are evolving, with some jurisdictions now requiring social media companies to take greater responsibility for harmful content. But enforcement remains inconsistent, penalties remain insufficient given the scale of harm, and the fundamental challenge that psychological manipulation leaves no forensic evidence means that many victims have no realistic legal remedy.

Preserving Evidence

In civil law, victims may have recourse through claims of intentional infliction of emotional distress, invasion of privacy, or, where financial loss has occurred, fraud and misrepresentation. The fundamental obstacle in any such proceeding is evidence. The nature of digital grooming conducted through private messages, often via platforms with ephemeral messaging features, over extended periods of time means that the documentary record is frequently incomplete, disputed, or entirely absent. A manipulator who has conducted an entire campaign of psychological control through auto-delete channels has systematically removed the evidentiary foundation of any future proceeding. Victims who do preserve records of screenshots taken before messages disappeared, logged communications are in a substantially stronger position, but the burden of preservation falls entirely on them at precisely the moment when they are least equipped to anticipate that such preservation will be necessary.

The Gift of Informed Awareness

The most powerful protection against digital manipulation is not restriction, surveillance, or technological intervention it is informed awareness. Not the generalised anxiety of distrust, but the specific, practical knowledge of how manipulation is structured and what its progressive stages look and feel like. The slow burn is identifiable if one knows what studied patience in a manipulator looks like. The trauma dumping technique becomes recognisable once one understands why an older person sharing adult difficulties with a young person should prompt careful thought rather than simple gratitude. The hyper-personalisation that produces the soulmate illusion becomes far less overwhelming when one understands the disciplined data-collection process that generates it.

Awareness education must begin early and must be unflinchingly honest. Conversations with young people about online relationships must not be limited to simplistic warnings about strangers. They must engage with the genuine psychological reality: that the most dangerous manipulators are not frightening they are kind. They are not demanding they are patient. They do not target weakness crudely; they identify need with precision. Young people equipped with this understanding are not rendered paranoid. They are rendered discerning which is an entirely different and far more functional state.

Platform Accountability

Individual awareness, however essential, is insufficient in isolation. The platforms that create and maintain the algorithmic conditions in which manipulation thrives bear significant responsibility, and that responsibility must be reflected in both regulatory frameworks and the fundamental ethics of platform design. An algorithm that deliberately amplifies content about loneliness and inadequacy to maximise engagement is not a neutral tool. It is an active participant in the creation of psychological vulnerabilities that manipulators exploit. 

Meaningful platform accountability would require, at a minimum, genuine transparency about how recommendation algorithm’s function; independent auditing of the psychological effects of these systems on different demographic groups; specific and enforceable obligations around the protection of younger users; meaningful implementation of reporting mechanisms for manipulation; and substantive cooperation with law enforcement in cases involving digital psychological harm. The argument that platforms are merely conduits for user-generated content has worn increasingly thin as evidence of deliberate engagement—maximisation design has accumulated across legal proceedings, journalistic investigations, and academic literature.

Relationship Over Restriction

For parents, educators, and young people themselves, the most effective protection is not surveillance but relationship. Young people who have strong, open, non-judgemental connections with trusted adults in their offline lives are significantly less susceptible to the manipulator who offers to be the first person who truly understands them. The manipulator’s offer is most compelling to the person who genuinely lacks what is being offered. Strengthening genuine offline connection is therefore one of the most powerful preventive measures available and it costs nothing beyond attention, time, and the willingness to be present without judgement.

Practically, parents and educators should resist the impulse to approach digital safety through prohibition and control. Young people who are told that online relationships are categorically dangerous will not stop forming them. They will simply hide them. The more productive approach is one of ongoing, normalised, honest conversation, the kind in which a young person feels genuinely safe saying, without fear of judgement or confiscation of devices, that someone online has been unusually attentive, or has started sharing personal problems, or has asked to move the conversation to a private channel. That comfort, the quiet assurance that disclosure will be met with support rather than punishment is itself a protective mechanism of enormous power.

Different Roads to the Same Trap

Digital manipulation does not affect everyone in identical ways. Different individuals are often targeted through different vulnerabilities. A teenager struggling with body image may be offered validation and belonging. A young man experiencing social isolation may encounter communities that provide identity, status, and purpose. Adults facing financial uncertainty may become susceptible to self-proclaimed mentors, investment gurus, or charismatic authority figures promising certainty in an uncertain world.

The underlying pattern remains remarkably consistent. The manipulator identifies an unmet psychological need and presents themselves as the solution. The specific vulnerability may differ, but the mechanism of exploitation is fundamentally the same. Recognising these varied pathways helps move the discussion beyond stereotypes and towards a more accurate understanding of risk.

Recovery

For those who have experienced digital psychological manipulation, the path to recovery is neither simple nor swift but it is navigable, and it is worth tracing with care. The most immediate and important step is the restoration of the victim’s trust in their own perceptions, a trust that, as this examination has shown, is precisely what sophisticated manipulation targets and systematically dismantles. Professional psychological support, particularly from practitioners with experience in coercive control and complex trauma, can provide the structured environment in which a person begins to distinguish between what they were made to believe and what their genuine experience actually was.

The restoration of offline relationships often damaged or severed during the manipulation period, when the victim was guided to distrust those who knew them best is equally essential. Family members and friends who respond to a returning victim with patience rather than reproach, with genuine curiosity about their experience rather than condemnation of their choices, provide the human foundation upon which authentic recovery is built. Digital literacy, acquired after the fact, also plays a vital role. Understanding the mechanisms through which one was manipulated, the algorithm’s role, the hyper-personalisation technique, the trauma dumping strategy does not undo the harm. But it restores agency. It transforms the experience from a humiliating mystery into a comprehensible sequence of events, in which the victim’s responses were, at every stage, entirely predictable human reactions to deliberately engineered conditions. This understanding does not produce shame. It produces, in time, something far more valuable: resilience. Knowledge, applied with care and distributed with humility, is the most durable protection available to us. Unlike the manipulator’s illusion, it cannot be deleted.

The Radius of Harm

The consequences of digital manipulation rarely stop with the primary victim. Families, partners, friends, and entire social networks are often drawn into the damage. Parents may watch a child become emotionally dependent on an unseen online figure. Partners may witness dramatic personality changes they struggle to understand. Friends may find themselves pushed away as the manipulator becomes the victim’s primary source of trust and validation.

For those on the outside, the experience can be deeply confusing. Attempts to intervene are frequently interpreted as hostility, jealousy, or misunderstanding. Relationships that took years to build can deteriorate in a matter of months.

Recovery therefore involves more than helping a single individual. It often requires rebuilding trust across an entire network of relationships. The true measure of manipulation is not only the harm done to one person, but the wider circle of connection that is weakened along the way.

A Closing Reflection

Digital grooming is not a new human impulse wearing new technological clothing. The desire to manipulate, exploit, and control others is as old as human society itself. What is new is the infrastructure the algorithmic amplification of vulnerability, the global reach of the manipulator, the architecturally facilitated erasure of evidence, and the sheer scale at which these techniques can be simultaneously deployed against millions of people who have never met their manipulator and may never know their name.

What is also new and this deserves to be stated clearly and with genuine, considered optimism, is the quality of understanding that now exists about how these processes function. We know what the slow burn looks like in practice. We know the phenomenology of hyper-personalisation. We know what trauma dumping does to a young person’s psychological defences. We know that body shame is not merely a personal insecurity but a structural entry point into systems of control. We know that the very techniques used to exploit individuals are capable, at scale, of threatening the integrity of democratic societies.

Knowledge, applied with care and distributed with humility and genuine respect for those it is meant to protect, is the most durable safeguard available to us. It cannot be deleted by an auto-delete feature. It does not expire with a platform’s terms of service. It cannot be reframed by a patient manipulator into something other than what it is. And unlike the carefully constructed illusion of understanding that the groomer offers, it is genuinely given and genuinely, irreversibly, yours.