The Algorithmic Echo Chamber: How Curated Content Fuels Misinformation
Introduction
The fast-paced development of technology and the wider use of social media platforms have led to the rapid dissemination of misinformation with characteristics such as diffusion, fast propagation speed, wide influence, and deep impact through these platforms. Social Media Algorithms and their decisions are often perceived as a black box introduction that makes it impossible for users to understand and recognise how the decision-making process works.
Social media algorithms may unintentionally promote false narratives that garner more interactions, further reinforcing the misinformation cycle and making it harder to control its spread within vast, interconnected networks. Algorithms judge the content based on the metrics, which is user engagement. It is the prerequisite for algorithms to serve you the best. Hence, algorithms or search engines enlist relevant items you are more likely to enjoy. This process, initially, was created to cut the clutter and provide you with the best information. However, sometimes it results in unknowingly widespread misinformation due to the viral nature of information and user interactions.
Analysing the Algorithmic Architecture of Misinformation
Social media algorithms, designed to maximize user engagement, can inadvertently promote misinformation due to their tendency to trigger strong emotions, creating echo chambers and filter bubbles. These algorithms prioritize content based on user behaviour, leading to the promotion of emotionally charged misinformation. Additionally, the algorithms prioritize content that has the potential to go viral, which can lead to the spread of false or misleading content faster than corrections or factual content.
Additionally, popular content is amplified by platforms, which spreads it faster by presenting it to more users. Limited fact-checking efforts are particularly difficult since, by the time they are reported or corrected, erroneous claims may have gained widespread acceptance due to delayed responses. Social media algorithms find it difficult to distinguish between real people and organized networks of troll farms or bots that propagate false information. This creates a vicious loop where users are constantly exposed to inaccurate or misleading material, which strengthens their convictions and disseminates erroneous information through networks.
Though algorithms, primarily, aim to enhance user engagement by curating content that aligns with the user's previous behaviour and preferences. Sometimes this process leads to "echo chambers," where individuals are exposed mainly to information that reaffirms their beliefs which existed prior, effectively silencing dissenting voices and opposing viewpoints. This curated experience reduces exposure to diverse opinions and amplifies biased and polarising content, making it arduous for users to discern credible information from misinformation. Algorithms feed into a feedback loop that continuously gathers data from users' activities across digital platforms, including websites, social media, and apps. This data is analysed to optimise user experiences, making platforms more attractive. While this process drives innovation and improves user satisfaction from a business standpoint, it also poses a danger in the context of misinformation. The repetitive reinforcement of user preferences leads to the entrenchment of false beliefs, as users are less likely to encounter fact-checks or corrective information.
Moreover, social networks and their sheer size and complexity today exacerbate the issue. With billions of users participating in online spaces, misinformation spreads rapidly, and attempting to contain it—such as by inspecting messages or URLs for false information—can be computationally challenging and inefficient. The extensive amount of content that is shared daily means that misinformation can be propagated far quicker than it can get fact-checked or debunked.
Understanding how algorithms influence user behaviour is important to tackling misinformation. The personalisation of content, feedback loops, the complexity of network structures, and the role of superspreaders all work together to create a challenging environment where misinformation thrives. Hence, highlighting the importance of countering misinformation through robust measures.
The Role of Regulations in Curbing Algorithmic Misinformation
The EU's Digital Services Act (DSA) applicable in the EU is one of the regulations that aims to increase the responsibilities of tech companies and ensure that their algorithms do not promote harmful content. These regulatory frameworks play an important role they can be used to establish mechanisms for users to appeal against the algorithmic decisions and ensure that these systems do not disproportionately suppress legitimate voices. Independent oversight and periodic audits can ensure that algorithms are not biased or used maliciously. Self-regulation and Platform regulation are the first steps that can be taken to regulate misinformation. By fostering a more transparent and accountable ecosystem, regulations help mitigate the negative effects of algorithmic misinformation, thereby protecting the integrity of information that is shared online. In the Indian context, the Intermediary Guidelines, 2023, Rule 3(1)(b)(v) explicitly prohibits the dissemination of misinformation on digital platforms. The ‘Intermediaries’ are obliged to ensure reasonable efforts to prevent users from hosting, displaying, uploading, modifying, publishing, transmitting, storing, updating, or sharing any information related to the 11 listed user harms or prohibited content. This rule aims to ensure platforms identify and swiftly remove misinformation, and false or misleading content.
Cyberpeace Outlook
Understanding how algorithms prioritise content will enable users to critically evaluate the information they encounter and recognise potential biases. Such cognitive defenses can empower individuals to question the sources of the information and report misleading content effectively. In the future of algorithms in information moderation, platforms should evolve toward more transparent, user-driven systems where algorithms are optimised not just for engagement but for accuracy and fairness. Incorporating advanced AI moderation tools, coupled with human oversight can improve the detection and reduction of harmful and misleading content. Collaboration between regulatory bodies, tech companies, and users will help shape the algorithms landscape to promote a healthier, more informed digital environment.
References:
- https://www.advancedsciencenews.com/misformation-spreads-like-a-nuclear-reaction-on-the-internet/
- https://www.niemanlab.org/2024/09/want-to-fight-misinformation-teach-people-how-algorithms-work/
- Press Release: Press Information Bureau (pib.gov.in)
Related Blogs
Introduction
In this ever-evolving world of technology, cybercrimes and criminals continue to explore new and innovative methods to exploit and intimidate their victims. One of the recent shocking incidents has been reported from the city of Bharatpur, Rajasthan, where the cyber crooks organised a mock court session This complex operation, meant to induce fear and force obedience, exemplifies the daring and intelligence of modern hackers. In this blog article, we’ll go deeper into this concerning occurrence, delving into it to offer light on the strategies used and the ramifications for cybersecurity.to frighten their targets.
The Setup
The case was reported from Gopalgarh village in Bharatpur, Rajasthan, and has unfolded with a shocking twist -the father-son duo, Tahir Khan and his son Talim Khano — from Gopalgarh village in Bharatpur, Rajasthan, has been fooling people to gain their monetary gain by staging a mock court setting and recorded the proceedings to intimidate their victims into paying hefty sums. In the recent case, they have gained 2.69 crores through sextortion. the duo uses to trace their targets on social media platforms, blackmail them, and earn a hefty amount.
An official complaint was filed by a 69-year-old victim who was singled out through his social media accounts, his friends, and his posts Initially, they contacted the victim with a pre-recorded video featuring a nude woman, coaxing him into a compromising situation. As officials from the Delhi Crime Branch and the CBI, they threatened the victim, claiming that a girl had approached them intending to file a complaint against him. Later, masquerading as YouTubers, they threatened to release the incriminating video online. Adding to the charade, they impersonated a local MLA and presented the victim with a forged stamp paper alleging molestation charges. Eventually, posing as Delhi Crime Branch officials again, they demanded money to settle the case after falsely stating that they had apprehended the girl. To further manipulate the victim, the accused staged a court proceeding, recording it and subsequently sending it to him, creating the illusion that everything was concluded. This unique case of sextortion stands out as the only instance where the culprits went to such lengths, staging and recording a mock court to extort money. Furthermore, it was discovered that the accused had fabricated a letter from the Delhi High Court, adding another layer of deception to their scheme.
The Investigation
The complaint was made in a cyber cell. After the complaint was filed, the investigation was made, and it was found that this case stands as one of the most significant sextortion incidents in the country. The father-son pair skillfully assumed five different roles, meticulously executing their plan, which included creating a simulated court environment. “We have also managed to recover Rs 25 lakh from the accused duo—some from their residence in Gopalgarh and the rest from the bank account where it was deposited.
The Tricks used by the duo
The father-son The setup in the fake court scene event was a meticulously built web of deception to inspire fear and weakness in the victim. Let’s look at the tricks the two used to fool the people.
- Social Engineering strategies: Cyber criminals are skilled at using social engineering strategies to acquire the trust of their victims. In this situation, they may have employed phishing emails or phone calls to get personal information about the victim. By appearing as respectable persons or organisations, the crooks tricked the victim into disclosing vital information, giving them weapons they needed to create a sense of trustworthiness.
- Making a False Narrative: To make the fictitious court scenario more credible, the cyber hackers concocted a captivating story based on the victim’s purported legal problems. They might have created plausible papers to give their plan authority, such as forged court summonses, legal notifications, or warrants. They attempted to create a sense of impending danger and an urgent necessity for the victim to comply with their demands by deploying persuasive language and legal jargon.
- Psychological Manipulation: The perpetrators of the fictitious court scenario were well aware of the power of psychological manipulation in coercing their victims. They hoped to emotionally overwhelm the victim by using fear, uncertainty, and the possible implications of legal action. The offenders probably used threats of incarceration, fines, or public exposure to increase the victim’s fear and hinder their capacity to think critically. The idea was to use desperation and anxiety to force the victim to comply.
- Use of Technology to Strengthen Deception: Technological advancements have given cyber thieves tremendous tools to strengthen their misleading methods. The simulated court scenario might have included speech modulation software or deep fake technology to impersonate the voices or appearances of legal experts, judges, or law enforcement personnel. This technology made the deception even more believable, blurring the border between fact and fiction for the victim.
The use of technology in cybercriminals’ misleading techniques has considerably increased their capacity to fool and influence victims. Cybercriminals may develop incredibly realistic and persuasive simulations of judicial processes using speech modulation software, deep fake technology, digital evidence alteration, and real-time communication tools. Individuals must be attentive, gain digital literacy skills, and practice critical thinking when confronting potentially misleading circumstances online as technology advances. Individuals can better protect themselves against the expanding risks posed by cyber thieves by comprehending these technological breakthroughs.
What to do?
Seeking Help and Reporting Incidents: If you or anyone you know is the victim of cybercrime or is fooled by cybercrooks. When confronted with disturbing scenarios such as the imitation court scene staged by cybercrooks, victims must seek help and act quickly by reporting the occurrence. Prompt reporting serves various reasons, including increasing awareness, assisting with investigations, and preventing similar crimes from occurring again. Victims should take the following steps:
- Contact your local law enforcement: Inform local legal enforcement about the cybercrime event. Provide them with pertinent incident facts and proof since they have the experience and resources to investigate cybercrime and catch the offenders involved.
- Seek Assistance from a Cybersecurity specialist: Consult a cybersecurity specialist or respected cybersecurity business to analyse the degree of the breach, safeguard your digital assets, and obtain advice on minimising future risks. Their knowledge and forensic analysis can assist in gathering evidence and mitigating the consequences of the occurrence.
- Preserve Evidence: Keep any evidence relating to the event, including emails, texts, and suspicious actions. Avoid erasing digital evidence, and consider capturing screenshots or creating copies of pertinent exchanges. Evidence preservation is critical for investigations and possible legal procedures.
Conclusion
The setting fake court scene event shows how cybercriminals would deceive and abuse their victims. These criminals tried to use fear and weakness in the victim through social engineering methods, the fabrication of a false narrative, the manipulation of personal information, psychological manipulation, and the use of technology. Individuals can better defend themselves against cybercrooks by remaining watchful and sceptical.
Introduction
The appeal is to be heard by the TDSAT (telecommunication dispute settlement & appellate tribunal) regarding several changes under Digital personal data protection. The Changes should be a removal of the deemed consent, a change in appellate mechanism, No change in delegation legislation, and under data breach. And there are some following other changes in the bill, and the digital personal data protection bill 2023 will now provide a negative list of countries that cannot transfer the data.
New Version of the DPDP Bill
The Digital Personal Data Protection Bill has a new version. There are three major changes in the 2022 draft of the digital personal data protection bill. The changes are as follows: The new version proposes changes that there shall be no deemed consent under the bill and that the personal data processing should be for limited uses only. By giving the deemed consent, there shall be consent for the processing of data for any purposes. That is why there shall be no deemed consent.
- In the interest of the sovereignty
- The integrity of India and the National Security
- For the issue of subsidies, benefits, services, certificates, licenses, permits, etc
- To comply with any judgment or order under the law
- To protect, assist, or provide service in a medical or health emergency, a disaster situation, or to maintain public order
- In relation to an employee and his/her rights
The 2023 version now includes an appeals mechanism
It states that the Board will have the authority to issue directives for data breach remediation or mitigation, investigate data breaches and complaints, and levy financial penalties. It would be authorised to submit complaints to alternative dispute resolution, accept voluntary undertakings from data fiduciaries, and advise the government to prohibit a data fiduciary’s website, app, or other online presence if the terms of the law were regularly violated. The Telecom Disputes Settlement and Appellate Tribunal will hear any appeals.
The other change is in delegated legislation, as one of the criticisms of the 2022 version bill was that it gave the government extensive rule-making powers. The committee also raised the same concern with the ministry. The committed wants that the provisions that cannot be fully defined within the scope of the bill can be addressed.
The other major change raised in the new version bill is regarding the data breach; there will be no compensation for the data breach. This raises a significant concern for the victims, If the victims suffer a data breach and he approaches the relevant court or authority, he will not be awarded compensation for the loss he has suffered due to the data breach.
Need of changes under DPDP
There is a need for changes in digital personal data protection as we talk about the deemed consent so simply speaking, by ‘deeming’ consent for subsequent uses, your data may be used for purposes other than what it has been provided for and, as there is no provision for to be informed of this through mandatory notice, there may never even come to know about it.
Conclusion
The bill requires changes to meet the need of evolving digital landscape in the digital personal data protection 2022 draft. The removal of deemed consent will ultimately protect the data of the data principal. And the data of the data principal will be used or processed only for the purpose for which the consent is given. The change in the appellate mechanism is also crucial as it meets the requirements of addressing appeals. However, the no compensation for a data breach is derogatory to the interest of the victim who has suffered a data breach.
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Introduction
India's broadcasting sector has undergone significant changes in recent years with technological advancements such as the introduction of new platforms like Direct-to-Home (DTH), Internet Protocol television (IPTV), Over-The-Top (OTT), and integrated models. Platform changes, emerging technologies and advancements in the advertising space have all necessitated the need for new governing laws that take these developments into account.
The Union Government and concerned ministry have realised there is a pressing need to develop a robust regulatory framework for the Indian broadcasting sector in the country and consequently, a draft Broadcasting Services (Regulation) Bill, 2023, was released in November 2023 and the Union Ministry of Information and Broadcasting (MIB) had invited feedback and comments from different stakeholders. The draft Bill aims to establish a unified framework for regulating broadcasting services in the country, replacing the current Cable Television Networks (Regulation) Act, 1995 and other policy guidelines governing broadcasting.
Recently a new draft of an updated ‘Broadcasting Services (Regulation) Bill, 2024,’ was shared with selected broadcasters, associations, streaming services, and tech firms, each marked with their identifier to prevent leaks.
Key Highlights of the Updated Broadcasting Bill
As per the recent draft of the Broadcasting Services (Regulation) Bill, 2024, social media accounts could be identified as ‘Digital News Broadcasters’ and can be classified within the ambit of the regulation. Some of the major aspects of the new bill were first reported by Hindustan Times.
The new draft of the Broadcasting Services (Regulation) Bill, 2024, proposes that individuals who regularly upload videos to social media, make podcasts, or write about current affairs online could be classified as Digital News Broadcasters. This entails that YouTubers and Instagrammers who receive a share of advertising revenue or monetize their social media presence through affiliate activities will be regulated as Digital News Broadcasters. This includes channels, podcasts, and blogs that cover news and utilise Google AdSense. They must comply with a Programme Code and Advertising Code.
Online content creators who do not provide news or current affairs but provide programming and curated programs beyond a certain threshold will be treated as OTT broadcasters in case they provide content licensed or live through a website or social media platform.
The new version also introduces new obligations for intermediaries and social media intermediaries related to streaming services and digital news broadcasters, and, in contrast to the last version circulated in 2023, the latest also carries provisions targeting online advertising. In the context of streaming services, OTT broadcasting services are no longer a part of the definition of "internet broadcasting services." The definition of OTT broadcasting service has also been revised, allowing content creators who regularly upload their content to social media to be considered as OTT broadcasting services.
The new definition of an 'intermediary' includes social media intermediaries, advertisement intermediaries, internet service providers, online search engines, and online marketplaces.
The new Bill allows the government to prescribe different due diligence guidelines for social media platforms and online advertisement intermediaries and requires all intermediaries to provide appropriate information, including information pertaining to the OTT broadcasters and Digital News Broadcasters on their platform, to the central government to ensure compliance with the act. This entails the liability provisions for social media intermediaries which do not provide information “pertaining to OTT Broadcasters and Digital News Broadcasters” on its platforms for compliance. This suggests that when information is sought about a YouTube, Instagram or X/Twitter user, the platform will need to provide this information to the Indian government.
A new draft bill contains specific provisions governing ‘Online Advertising’ and to do so it creates the category of 'advertising intermediaries'. These intermediaries enable the buying or selling of advertisement space on the internet or placing advertisements on online platforms without endorsing the advertisement.
Final Words
The Indian Ministry of Information and Broadcasting (MIB) is making efforts to propose robust regulatory changes to the country's new-age broadcast sector, which would cover the specific provisions for Digital News Broadcasters, OTT Broadcasters and Intermediaries. The proposed bill defining the scope and obligation of each.
However, these changes will have significant implications for press and creative freedom. The changes in the new version of the updated bill from its previous draft expanded the applicability of the bill to a larger number of key actors, this move brought ‘content creators’ under the definition of OTT or digital news broadcasters, which raises concerns about overly rigid provisions and might face criticism from media representative perspectives.
According to recent media reports, the Broadcasting Services (Regulation) Bill, 2024 version has been withdrawn by the I&B ministry facing criticism from relevant stakeholders.
The ministry must take due consideration and feedback from concerned stakeholders and place reliance on balancing individual rights while promoting a healthy regulated landscape considering the needs of the new-age broadcasting sector.
References:
- https://www.medianama.com/2024/07/223-india-broadcast-bill-online-creators/#:~:text=Online%20content%20creators%20that%20do,or%20a%20social%20media%20platform.
- https://www.hindustantimes.com/india-news/new-draft-of-broadcasting-bill-news-influencers-may-be-classified-as-broadcasters-101721961764666.html
- https://www.hindustantimes.com/india-news/broadcasting-bill-still-in-drafting-stage-mib-tells-rs-101722058753083.html
- https://www.newslaundry.com/2024/07/29/indias-new-broadcast-bill-now-has-compliance-requirements-for-youtubers-and-instagrammers
- https://m.thewire.in/article/media/social-media-videos-text-digital-news-broadcasting-bill
- https://mib.gov.in/sites/default/files/Public%20Notice_07.12.2023.pdf
- https://news.abplive.com/news/india/centre-withdraws-draft-of-broadcasting-services-regulation-bill-1709770
