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With AI touching new milestones everyday an increasing need for making it secure is also arising. As these AI companies increase their operations and position in the market as providers of powerful tools in the market. A recent concern due to Anthropic's recent privacy policy update which will be effective from July 8, 2026 shows how companies have begun expanding the amount of personal information they collect in the name of safety, compliance, and trust. While they are being demonstrated as measures to improve safety of users and prevent abuse, it raises important questions about privacy, biometric data, surveillance, data retention, and user autonomy, some of which we will be addressing in this article.

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Identity Verification of consumers

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One of the most notable update to Anthropic's privacy policy is the category of "Verification Data." According to the policy, users may be asked to verify their age or identity in certain circumstances. Depending on the verification method, Anthropic may collect:

• Images of government-issued identity documents;
• Information appearing on those documents, including identification numbers and date of birth for age verification;
• Photographs or videos of the user;
• Facial geometry templates, which may constitute biometric data under certain legal frameworks; and
• The outcome of the verification process.

At first, this may appear similar to the Know Your Customer (KYC) procedures employed by banks or financial institutions but Claude is not a banking service. It is a consumer AI platform. The issue is not that verification exists, but that the circumstances under which it may be required remain undefined.

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THE PROBLEM WITH “CERTAIN CIRCUMSTANCES”

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The policy refers to verification being required in "certain circumstances." The public notification from Anthropic mentions that these circumstances may include access to particular features, routine platform integrity checks, abuse prevention mechanisms, policy enforcement activities, or legal compliance obligations. The ambiguity of this phrase raises important concerns. From a user perspective, it is difficult to determine, When verification may be triggered ? Whether verification applies only to suspicious accounts ? Whether access to future features may depend upon verification ? Whether users in particular regions will face more frequent verification requirements ? Whether verification requests may increase as AI regulation expands ? This broad language and discretionary power that the company has along with flexibility in the hands of the company creates uncertainty for users who may have initially joined a platform expecting only an email address and payment information to be required.

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Government IDs collection: A new risk category

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Almost all AI services have operated without collecting government-issued identity documents. Once a company begins processing such information, the privacy implications change dramatically. Because government issued IDs contain: Full legal names, Dates of birth, Identification numbers, Addresses, Photographs and information regarding nationality. When companies collect these documents, they will have an important database of highly sensitive personal information. Even if the company itself does not retain the documents indefinitely, the existence of a verification process introduces additional privacy and security risks. As per Anthropic has stated that identity verification is conducted through third-party providers such as Persona. According to article on the official site titled ‘Identity verification on Claude’, Persona stores the identity documents and selfie data, while Anthropic retains access to verification records when necessary.  From the user's perspective, several important realities remain: First, the data still exists somewhere. Second, another third party organization is now involved in processing highly sensitive personal information. Third, Anthropic retains the ability to access verification records under certain circumstances. Therefore, although Anthropic may not directly maintain copies of every uploaded identity document, the practical result remains that sensitive information enters a broader ecosystem of entities and systems. Identity documents today are among the most valuable forms of personal information from the perspective of fraudsters, cybercriminals, and malicious actors. Therefore, any system that handles such documents becomes an attractive target for attack.

More information on persona’s government ID verification- https://withpersona.com/blog/what-is-government-id-verification 

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The Biometric Dimension

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Another significant aspect of the update is the reference to facial geometry templates. Unlike passwords, biometric identifiers cannot easily be changed if compromised. A person can replace a password or even obtain a new identification card, but they cannot simply obtain a new face. Facial geometry templates are sensitive because they enable automated identity matching. Although these templates, as claimed, are not equivalent to photographs, they are nevertheless derived from unique physical characteristics of a person. In many jurisdictions, including parts of the European Union and several U.S. states, biometric data receives enhanced legal protection because of its permanence and sensitivity, let us see how it unfolds in these jurisdictions.

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The Unanswered Retention Question

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It is unclear in the policy as to how long the data will be retained because retention limits serve as one of the most important safeguards in modern privacy law, they have given another vague answer that “They're bound to protect it with industry-standard security controls and delete it in line with the retention limits we've set and applicable law.” The longer sensitive information remains stored, the greater the likelihood of unauthorized access, misuse, accidental disclosure, or legal compulsion.

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Court Orders and Government Access

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Anthropic may be required to disclose information pursuant to valid legal processes such as subpoenas, court orders, warrants, or regulatory directives. The existence of identity verification records means that future requests could potentially be linked to verified identities rather than pseudonymous accounts. This does not mean governments receive unrestricted access to user data. However, it does mean that once identity verification information exists within a company's ecosystem, it may become subject to lawful disclosure requirements. The privacy implications are therefore materially different from those associated with anonymous or pseudonymous AI usage.

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Shifting Responsibility onto Users

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Another concern is that the privacy policy states that users are responsible for ensuring they possess the necessary rights, permissions, or authority when uploading files, connecting third-party services, or instructing Claude to retrieve information. Anthropic is effectively informing users that they bear responsibility for ensuring that uploaded or connected data is lawfully accessible. As AI assistants gain greater capabilities, this transfer of responsibility from platform to user is likely to become increasingly common. Beyond individual privacy, Anthropic's verification policy also raises larger questions about data sovereignty and the cross-border movement of sensitive personal information. In India, the Justice K.S. Puttaswamy (Retd.) v. Union of India judgment recognized privacy as a fundamental right under Article 21 of the Constitution, affirming that individuals have the right to informational self-determination and control over their personal data. Yet, under Anthropic's verification framework, an Indian user may be required to upload a government-issued identity document and biometric information, which are processed by Persona, a U.S.-based identity verification company acting on behalf of Anthropic. Although users voluntarily consent to this process, it nevertheless results in highly sensitive identity information crossing national borders and entering the control of foreign private entities governed primarily by foreign contractual arrangements and multiple legal regimes. While governments issue identity documents as sovereign instruments of citizenship, their verification and processing are increasingly outsourced to multinational technology companies. Questions arise not only about how securely such information is handled, but also about which country's laws ultimately govern access, retention, disclosure, and accountability when personal data leaves the jurisdiction in which it originated. Under the Digital Personal Data Protection Act, 2023, cross-border transfer of personal data is generally permitted unless the Central Government specifically restricts transfers to certain jurisdictions. Therefore, a foreign company processing identity documents is not, by itself, unlawful but this legality does not eliminate legitimate concerns. Users realistically have limited bargaining power and little practical understanding of how long their identity documents, biometric templates, or verification records will be retained, who within the corporate ecosystem may access them, or how they may be disclosed pursuant to foreign legal processes. 

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Conclusion

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The policy is commendable in some respects because it openly identifies the categories of information that may be collected rather than obscuring them behind vague terminology. However, important concerns remain regarding the extent of verification triggers, the handling of biometric information, the absence of clearly disclosed retention periods, and the long-term implications of linking AI accounts to government-issued identities. As AI systems become more integrated into daily life, these questions will likely become central issues in debates about digital privacy, surveillance, autonomy, and the future governance of artificial intelligence.

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Overview:

The National Payments Corporation of India (NPCI) officially revealed on the 31st of July 2024 that its client C-Edge Technologies had been subject to a ransomware attack. These circumstances have caused C-Edge to be separated from retail payment systems to  eliminate more threats to the national payment systems. More than 200 cooperative and regional rural banks have been affected leading to disruptions in normal services including ATM withdrawals and UPI transactions.

About C-Edge Technologies:

C-Edge Technologies was founded in the year 2010 especially to meet the specific requirements of the Indian banking and other allied sectors accentuating more on the cooperative and the regional rural banks. The company offers a range of services such as Core Banking Solutions by functioning as the center of a bank where customers’ records are managed and accounting of transactions takes place, Payment Solutions through the implementation of payment gateways and mobile banking facilities, cybersecurity through threat detection and incident response to protect banking organizations, data analytics and AI through the analytics of big banking data to reduce risks and detect frauds.

Details of Ransomware attack:

Reports say, this ransomware attack has been attributed by the RansomEXX group which primarily targeted Brontoo Technology Solutions, a key collaborator with  C-Edge, through a misconfigured Jenkins server, which allowed unauthorized access to the systems.

The RansomExx group also known as Defray777 or Ransom X utilized a sophisticated variant known as RansomEXX v2.0 to execute the attack. This group often targets large organizations and demands substantial ransoms.  RansomEXX uses various malware tools such as IcedID, Vatet Loader, and PyXie RAT. It typically infiltrates systems through phishing emails, exploiting vulnerabilities in applications and services, including Remote Desktop Protocol (RDP).  The ransomware encrypts files using the Advanced Encryption Standard (AES), with the encryption key further secured using RSA encryption. This dual-layer encryption complicates recovery efforts for victims. RansomEXX operates on a ransomware-as-a-service model, allowing affiliates to conduct attacks using its infrastructure. Earlier in 2021,  it attacked StarHub and Gigabyte’s servers for ransome.

Impact due to the attack:

The immediate consequences of the ransomware attack include:

• Service Disruption: This has negative implications to consumers especially the citizens who use the banks to do their day to day banking activities such as withdrawals and online transactions. Among the complaints some of them relate to cases where the sender’s account has been debited without the corresponding credit to the receiver account.

• Isolation Measures: Likely, NPCI is already following the right measures as it had disconnected C-Edge from its networks to contain the proliferation of the ransomware. This decision was made as a precautionary measure so that all functional aspects in a larger financial system are safeguarded.

Operations resumed:

The National Payments Corporation of India (NPCI) said it has restored connectivity with C-Edge Technologies Ltd after the latter’s network connection was severed by NPCI over security concerns that were evaluated by an external forensic auditing firm. The audit affirmed that all affected systems were contained in order to avoid the occurrence of ransomware attack contagion. All the affected systems were localized in C-Edge’s data center and no repercussion was evidenced regarding the infrastructure of the cooperative banks or the regional rural banks that are involved in the business. Both NPCI and C-Edge Technologies have resumed normalcy so that the banking and financial services being offered by these banks remain safe and secure.

Major Implications for Banking Sector:

The attack on C-Edge Technologies raises several critical concerns for the Indian banking sector:

• Cybersecurity Vulnerabilities: It also shows the weak linkages which are present within the technology system that help smaller sized banks. Nevertheless, the service has been offered by C-Edge regarding their cybersecurity solution, this attack evidence that the securities required should improve in all types of banks and banking applications.

• Financial Inclusion Risks: Co operative and regional rural banks also have its importance in the financial inclusion especially in rural and semi urban areas. Gradually, interruptions to their services pose a risk to signal diminished improvement in financial literacy for the excluded groups contrary to the common year advancement.

• Regulatory Scrutiny: After this event, agencies such as the Reserve Bank of India (RBI) may enhance the examination of the banking sector’s cybersecurity mechanisms. Some of the directives may even require institutions to adhere to higher compliance measures regarding the defense against cyber threats.

Way Forward: Mitigation  

• Strengthening Cybersecurity: It is important to enhance the cyber security to eliminate this kind of attacks in the future. This may include using  better threat detection systems, penetration testing to find the vulnerabilities, system hardening, and network monitoring  from time to time.

• Transition to Cloud-Based Solutions: The application of adaptations in cloud solutions can contribute to the enhancement in operative efficiency as well as optimization in the utilization of resources. The security features of cloud should be implemented for  safety  and protection against cyber threats for SMEs in the banking sector.

• Leveraging AI and Data Analytics: Development of the AI-based solutions for fraud and risk control means that bank organizations get the chance to address threats and to regain clients’ trust.

Conclusion:

This ransomware attack in C-Edge Technologies in the banking sector provides a warning for all the infrastructures. Initial cleanup methodologies and quarantining are effective. The continuous monitoring of cyber security features in the infrastructure and awareness between employees helps to avoid these kinds of attacks.  Building up cyber security areas will also effectively safeguard the institution against other cyber risks in the future and fortify the confidence and reliability of the financial system, especially the regional rural banks.

Reference:

• https://www.businesstoday.in/technology/news/story/c-edge-technologies-a-deep-dive-into-the-indian-fintech-powerhouse-hit-by-major-cyberattack-439657-2024-08-01
• https://www.thehindu.com/sci-tech/technology/customers-at-several-small-sized-banks-affected-as-tech-provider-c-edge-suffers-ransomware-attack/article68470198.ece
• https://www.cnbctv18.com/technology/ransomware-attack-disrupts-over-200-co-operative-banks-regional-rural-banks-19452521.htm
• https://timesofindia.indiatimes.com/city/ahmedabad/ransomware-breach-at-c-edge-impacts-transactions-for-cooperative-banks/articleshow/112180914.cms
• https://www.emsisoft.com/en/blog/41027/ransomware-profile-ransomexx/

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Introduction

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Misinformation is no longer a challenge limited to major global platforms or widely spoken languages. In India and many other countries, false information is increasingly disseminated through local and vernacular languages, allowing it to reach communities more directly and intimately. While regional language content has played a crucial role in expanding access to information, it has also emerged as a powerful driver of misinformation by bad actors, and it often becomes harder to detect and counter. The challenge of local language misinformation is not merely digital in nature; it is deeply social, cultural, and shaped by specific local contexts.

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Why Local-Language Misinformation Is More Impactful

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A person’s mother tongue can be a highly effective medium for misinformation because it carries emotional resonance and a sense of authenticity. Information that aligns with an individual’s linguistic and cultural background is often trusted the most. When false narratives are framed using familiar expressions, local references, or community-specific concerns, they are more readily accepted and shared more widely.

Misinformation in a language like English, which is more heavily moderated, does not usually have the same impact as content in vernacular languages. In the latter case, such content tends to circulate within closed networks such as family WhatsApp groups, regional Facebook pages, local YouTube channels, and community forums. These spaces are often perceived as safe or trusted, which lowers scepticism and encourages the spread of unverified information.

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The Role of Digital Platforms and Algorithms

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Although social media platforms have opened up access to the content of regional languages, the moderation mechanisms have not kept up. The automated control systems for content are frequently trained mainly on the dominant languages, thus missing the detection of vernacular speech, slang, dialects, and code-mixing. 

This results in a disparity in the enforcement of laws where misinformation in local languages:

• Doesn’t go through automated fact-checking tools
• Is subject to human moderation takes place at a slower pace
• Is less prone to being reported or flagged
• Gains unrestrained access for a longer time period than first imagined

The problem is further magnified by algorithmic amplification. Content that triggers very strong emotional reactions fear, anger, pride, or outrage, has a higher chance of being promoted, irrespective of its truthfulness. In regional situations, such content may very quickly sway public opinion even in very closely knit communities.

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Forms of Vernacular Misinformation

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Local-language misinformation appears in various forms:

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• Health misinformation, with such examples as panic remedies, vaccine myths, and misleading medical prescriptions
• Political misinformation, which is mostly identified with regional identity, local grievances, or community narratives
• Rumours regarding disasters that are very hard to control and spread hatred during floods, earthquakes, or other public emergencies
• Economic and financial frauds that are perpetrated via the local dialect authorities or trusted institutions
• Cultural and religious untruths, which are based on exploiting the core of the beliefs

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The regional aspect of such misinformation makes it very difficult to be corrected because the fact-checks in other languages may not get to that audience.

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Community-Level Consequences

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The effect of misinformation in local languages is not only about the misdirection of individuals. It can also:

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• Negatively affect the process of public institutions gaining trust
• Support social polarisation and communal strife
• Get in the way of public health measures
• Help shape the decision-making process in elections at the grassroots level
• Take advantage of the digitally illiterate poor people

In a lot of scenarios, the damage done is not instant but rather accumulative, thus changing perceptions and supporting false worldviews more.

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Why Countering Vernacular Misinformation Is Difficult

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Multiple structural layers make it difficult to respond effectively:

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1. Variety of Languages: Just in India, there are many languages and dialects, which are very hard to monitor universally.
2. Culturally Aware Systems: The local languages sometimes bear meanings that are deeply rooted in the culture, such as by using sarcasm or referring to history, and automated systems are unable to interpret it correctly.
3. Reporting Not Common: Users might not spot misinformation or may not want to be a part of the struggle by showing the content shared by reliable members of the community.
4. Insufficient Fact-Checking Capacity: Resources are often unavailable for fact-checking organisations to perform their duties worldwide in different languages effectively.

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Building a Community-Centric Response

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Overcoming misinformation in local languages needs a community-driven resilience approach instead of a platform-centric one. Some of the key actions are: 

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• Boosting Digital Literacy: Users will be able to question, verify, and put the content on hold before sharing it, thanks to the regional language awareness campaigns that will be conducted.
• Facilitating Local Fact-Checkers: Local journalists, educators, and NGOs are the main players in providing the context for verification.
• Accountability of Platforms: It is necessary for technology companies to support global moderation in several languages, the hiring of local experts, and the implementation of transparent enforcement mechanisms.
• Contemplating Policy and Governance: Regulatory frameworks should facilitate proactive risk assessment while controlling the right to free expression.
• Establishment of Trusted Local Intermediaries: Community leaders, health workers, teachers, and local organisations can engage in preventing misinformation among the networks that they are trusted in.

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The Way Forward

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Misinformation in local languages is not a minor concern; it is an issue that directly affects the future of digital trust. As the number of users accessing the internet through local language interfaces continues to grow, the volume and influence of regional content will also increase. If measures do not include all language groups, misinformation will remain least corrected and most influential at the community level, where it is also the hardest to identify and address.

Such a problem exists only if the power of language is not recognised. Therefore, one can say that it is necessary to protect the quality of information in local languages, not only for digital safety but for other factors as well, such as social cohesion, democratic participation, and public well-being.

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Conclusion

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Vernacular content has the potential to be very powerful in the ways it can inform, include and empower; meanwhile, if it goes unmonitored, it has the same potential to mislead, divide, and harm. Mis-disinformation in local languages calls for the cooperation of platforms, regulators, NGOs, and the communities involved. To win over the digital ecosystem, it has to speak all languages, not only for communication but also for protection.

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References

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• https://www.mdpi.com/2304-6775/10/2/15
• https://afpr.in/regional-languages-shaping-indias-online-discourse/
• https://medium.com/@pratikgsalvi03/how-indias-misinformation-surge-and-media-credibility-crisis-are-undermining-democracy-public-dc8ad7be8e12
• https://projectshakti.in/
• https://journals.sagepub.com/doi/10.1177/02683962211037693
• https://rsisinternational.org/journals/ijriss/Digital-Library/volume-8-issue-11/505-518.pdf
• https://www.irjmets.com/upload_newfiles/irjmets71200016652/paper_file/irjmets71200016652.pdf

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