United States Senate unveils the AI Data Consent Bill
Introduction
The Senate bill introduced on 19 March 2024 in the United States would require online platforms to obtain consumer consent before using their data for Artificial Intelligence (AI) model training. If a company fails to obtain this consent, it would be considered a deceptive or unfair practice and result in enforcement action from the Federal Trade Commission (FTC) under the AI consumer opt-in, notification standards, and ethical norms for training (AI Consent) bill. The legislation aims to strengthen consumer protection and give Americans the power to determine how their data is used by online platforms.
The proposed bill also seeks to create standards for disclosures, including requiring platforms to provide instructions to consumers on how they can affirm or rescind their consent. The option to grant or revoke consent should be made available at any time through an accessible and easily navigable mechanism, and the selection to withhold or reverse consent must be at least as prominent as the option to accept while taking the same number of steps or fewer as the option to accept.
The AI Consent bill directs the FTC to implement regulations to improve transparency by requiring companies to disclose when the data of individuals will be used to train AI and receive consumer opt-in to this use. The bill also commissions an FTC report on the technical feasibility of de-identifying data, given the rapid advancements in AI technologies, evaluating potential measures companies could take to effectively de-identify user data.
The definition of ‘Artificial Intelligence System’ under the proposed bill
ARTIFICIALINTELLIGENCE SYSTEM- The term artificial intelligence system“ means a machine-based system that—
- Is capable of influencing the environment by producing an output, including predictions, recommendations or decisions, for a given set of objectives; and
- 2. Uses machine or human-based data and inputs to
(i) Perceive real or virtual environments;
(ii) Abstract these perceptions into models through analysis in an automated manner (such as by using machine learning) or manually; and
(iii) Use model inference to formulate options for outcomes.
Importance of the proposed AI Consent Bill USA
1. Consumer Data Protection: The AI Consent bill primarily upholds the privacy rights of an individual. Consent is necessitated from the consumer before data is used for AI Training; the bill aims to empower individuals with unhinged autonomy over the use of personal information. The scope of the bill aligns with the greater objective of data protection laws globally, stressing the criticality of privacy rights and autonomy.
2. Prohibition Measures: The proposed bill intends to prohibit covered entities from exploiting the data of consumers for training purposes without their consent. This prohibition extends to the sale of data, transfer to third parties and usage. Such measures aim to prevent data misuse and exploitation of personal information. The bill aims to ensure companies are leveraged by consumer information for the development of AI without a transparent process of consent.
3. Transparent Consent Procedures: The bill calls for clear and conspicuous disclosures to be provided by the companies for the intended use of consumer data for AI training. The entities must provide a comprehensive explanation of data processing and its implications for consumers. The transparency fostered by the proposed bill allows consumers to make sound decisions about their data and its management, hence nurturing a sense of accountability and trust in data-driven practices.
4. Regulatory Compliance: The bill's guidelines call for strict requirements for procuring the consent of an individual. The entities must follow a prescribed mechanism for content solicitation, making the process streamlined and accessible for consumers. Moreover, the acquisition of content must be independent, i.e. without terms of service and other contractual obligations. These provisions underscore the importance of active and informed consent in data processing activities, reinforcing the principles of data protection and privacy.
5. Enforcement and Oversight: To enforce compliance with the provisions of the bill, robust mechanisms for oversight and enforcement are established. Violations of the prescribed regulations are treated as unfair or deceptive acts under its provisions. Empowering regulatory bodies like the FTC to ensure adherence to data privacy standards. By holding covered entities accountable for compliance, the bill fosters a culture of accountability and responsibility in data handling practices, thereby enhancing consumer trust and confidence in the digital ecosystem.
Importance of Data Anonymization
Data Anonymization is the process of concealing or removing personal or private information from the data set to safeguard the privacy of the individual associated with it. Anonymised data is a sort of information sanitisation in which data anonymisation techniques encrypt or delete personally identifying information from datasets to protect data privacy of the subject. This reduces the danger of unintentional exposure during information transfer across borders and allows for easier assessment and analytics after anonymisation. When personal information is compromised, the organisation suffers not just a security breach but also a breach of confidence from the client or consumer. Such assaults can result in a wide range of privacy infractions, including breach of contract, discrimination, and identity theft.
The AI consent bill asks the FTC to study data de-identification methods. Data anonymisation is critical to improving privacy protection since it reduces the danger of re-identification and unauthorised access to personal information. Regulatory bodies can increase privacy safeguards and reduce privacy risks connected with data processing operations by investigating and perhaps implementing anonymisation procedures.
The AI consent bill emphasises de-identification methods, as well as the DPDP Act 2023 in India, while not specifically talking about data de-identification, but it emphasises the data minimisation principles, which highlights the potential future focus on data anonymisation processes or techniques in India.
Conclusion
The proposed AI Consent bill in the US represents a significant step towards enhancing consumer privacy rights and data protection in the context of AI development. Through its stringent prohibitions, transparent consent procedures, regulatory compliance measures, and robust enforcement mechanisms, the bill strives to strike a balance between fostering innovation in AI technologies while safeguarding the privacy and autonomy of individuals.
References:
- https://fedscoop.com/consumer-data-consent-training-ai-models-senate-bill/#:~:text=%E2%80%9CThe%20AI%20CONSENT%20Act%20gives,Welch%20said%20in%20a%20statement
- https://www.dataguidance.com/news/usa-bill-ai-consent-act-introduced-house#:~:text=USA%3A%20Bill%20for%20the%20AI%20Consent%20Act%20introduced%20to%20House%20of%20Representatives,-ConsentPrivacy%20Law&text=On%20March%2019%2C%202024%2C%20US,the%20U.S.%20House%20of%20Representatives
- https://datenrecht.ch/en/usa-ai-consent-act-vorgeschlagen/
- https://www.lujan.senate.gov/newsroom/press-releases/lujan-welch-introduce-billto-require-online-platforms-receive-consumers-consent-before-using-their-personal-data-to-train-ai-models/
Related Blogs
Executive Summary:
Microsoft rolled out a set of major security updates in August, 2024 that fixed 90 cracks in the MS operating systems and the office suite; 10 of these had been exploited in actual hacker attacks and were zero-days. In the following discussion, these vulnerabilities are first outlined and then a general analysis of the contemporary cyber security threats is also undertaken in this blog. This blog seeks to give an acquainted and non-acquainted audience about these updates, the threat that these exploits pose, and prevent measures concerning such dangers.
1. Introduction
Nowadays, people and organisations face the problem of cybersecurity as technologies develop and more and more actions take place online. These cyber threats have not ceased to mutate and hence safeguarding organisations’ digital assets requires a proactive stand. This report is concerned with the vulnerabilities fixed by Microsoft in August 2024 that comprised a cumulative of 90 security weaknesses where six of them were zero-day exploits. All these make a terrible risk pose and thus, it is important to understand them as we seek to safeguard virtual properties.
2. Overview of Microsoft’s August 2024 Security Updates
August 2024 security update provided by Microsoft to its products involved 90 vulnerabilities for Windows, Office, and well known programs and applications. These updates are of the latest type which are released by Microsoft under its Patch Tuesday program, a regular cum monthly release of all Patch updates.
- Critical Flaws: As expected, seven of the 90 were categorised as Critical, meaning that these are flaws that could be leveraged by hackers to compromise the targeted systems or bring operations to a halt.
- Zero-Day Exploits: A zero-day attack can be defined as exploits, which are as of now being exploited by attackers while the software vendor has not yet developed a patch for the same. It had managed 10 zero-days with the August update, which underlines that Microsoft and its ecosystems remain at risk.
- Broader Impact: These are not isolated to the products of Microsoft only They still persist Despite this, these vulnerabilities are not exclusive to the Microsoft products only. Other vendors such as Adobe, Cisco, Google, and others also released security advisories to fix a variety of issues which proves today’s security world is highly connected.
3. Detailed Analysis of Key Vulnerabilities
This section provides an in-depth analysis of some of the most critical vulnerabilities patched in August 2024. Each vulnerability is explained in layman’s terms to ensure accessibility for all readers.
3. 1 CVE-2024-38189: Microsoft Project Remote Code Execution Vulnerability (CVSS score:8. 8) :
The problem is in programs that belong to the Microsoft Project family which is known to be a popular project management system. The vulnerability enables an attacker to produce a file to entice an user into opening it and in the process execute code on the affected system. This could possibly get the attacker full control of the user’s system as mentioned in the following section.
Explanation for Non-Technical Readers: Let us assume that one day you received a file which appears to be a normal word document. When it is opened, it is in a format that it secretly downloads a problematic program in the computer and this goes unnoticed. This is what could happen with this vulnerability, that is why it is very dangerous.
3. 2 CVE-2024-38178: Windows Scripting Engine Memory Corruption Vulnerability (CVSS score: 7.5):
Some of the risks relate to a feature known as the Windows Scripting Engine, which is an important system allowing a browser or an application to run scripts in a web page or an application. The weak point can result in corruption of memory space and an attacker can perform remote code execution with the possibility to affect the entire system.
Explanation for Non-Technical Readers: For the purpose of understanding how your computer memory works, imagine if your computer’s memory is a library. This vulnerability corrupts the structure of the library so that an intruder can inject malicious books (programs) which you may read (execute) on your computer and create havoc.
3. 3 CVE-2024-38193: WinSock Elevation of Privilege Vulnerability (CVSS score: 7. 8 )
It opens up a security weakness in the Windows Ancillary Function Driver for WinSock, which is an essential model that masks the communication between the two. It enables the attacker to gain new privileges on the particular system they have attacked, in this case they gain some more privileges on the attacked system and can access other higher activities or details.
Explanation for Non-Technical Readers: This flaw is like somebody gaining access to the key to your house master bedroom. They can also steal all your valuable items that were earlier locked and could only be accessed by you. It lets the attacker cause more havoc as soon as he gets inside your computer.
3. 4 CVE-2024-38106: Windows Kernel Elevation of Privilege Vulnerability (CVSS score: 7. 0)
This vulnerability targets what is known as the Windows Kernel which forms the heart or main frameworks of the operating system that controls and oversees the functions of the computer components. This particular weakness can be exploited and an opponent will be able to get high-level access and ownership of the system.
Explanation for Non-Technical Readers: The kernel can be compared to the brain of your computer. It is especially dangerous that if someone can control the brain he can control all the rest, which makes it a severe weakness.
3. 5 CVE-2024-38213: Windows Mark of the Web Security Feature Bypass Vulnerability (CVSS score: 6.5).
This vulnerability enables the attackers to evade the SmartScreen component of Windows which is used to safeguard users from accessing unsafe files. This weakness can be easily used by the attackers to influence the users to open files that are otherwise malicious.
Explanation for Non-Technical Readers: Usually, before opening a file your computer would ask you in advance that opening the file may harm your computer. This weak point makes your computer believe that this dangerous file is good and then no warning will be given to you.
4. Implications of the Vulnerabilities
These vulnerabilities, importantly the zero-day exploits, have significant implications on all users.
- Data Breaches: These weaknesses can therefore be manipulated to cause exposures of various data, occasioning data leaks that put individual and corporate information and wealth.
- System Compromise: The bad guys could end up fully compromising the impacted systems meaning that they can put in malware, pilfer data or simply shut down a program.
- Financial Loss: The organisations that do not patch these vulnerabilities on the shortest notice may end up experiencing a lot of losses because of having to deal with a lot of downtimes on their systems, having to incur the costs of remediating the systems that have been breached and also dealing with legal repercussions.
- Reputation Damage: Security breaches and IT system corruptions can result in loss of customer and partner confidence in an organisation’s ability to protect their information affecting its reputation and its position in the market.
5. Recommendations for Mitigating Risks
Immediate measures should be taken regarding the risks linked to these issues since such weaknesses pose a rather high threat. The following are recommendations suitable for both technical and non-technical users.
5. 1 Regular Software Updates
Make it a point that all the software, particularly operating systems and all Microsoft applications are updated. Any system out there needs to update it from Microsoft, and its Patch Tuesday release is crucial.
For Non-Technical Users: As much as possible, reply ‘yes’ to updates whenever your computer or smartphone prompts for it. These updates correct security matters and secure your instruments.
5. 2 Realisation of Phishing Attacks
Most of the risks are normally realised through phishing techniques. People should be taught diversifiable actions that come with crazy emails like clicking on links and opening attachments.
For Non-Technical Users: Do not respond to emails from unknown people and if they make you follow a link or download a file, do not do it. If it looks like spam, do not click on it.
5. 3 Security Software
Strong and reliable antivirus and anti-malware software can be used to identify and avoid the attacks that might have high chances of using these vulnerabilities.
For Non-Technical Users: Ensure you download a quality antivirus and always update it. This works like a security guard to your computer by preventing bad programs.
5. 4 Introduce Multi Factor Authentication (MFA)
MFA works in a way to enforce a second factor of authentication before the account can be accessed; for instance, a user will be asked to input a text message or an authentication application.
For Non-Technical Users: NS is to make use of two-factor authentication on your accounts. It is like increasing the security measures that a man who has to burgle a house has to undergo by having to hammer an additional lock on the door.
5. 5 Network segmentations and Privileges management
Network segmentation should be adopted by organisations to prevent the spread of attacks while users should only be granted the privileges required to do their activities.
For Non- Technical Users: Perform the assessments of user privileges and the networks frequently and alter them in an effort of reducing the extent of the attacks.
6. Global Cybersecurity Landscape and Vendor Patches
The other major vendors have also released patches to address security vulnerabilities in their products. The interdependent nature of technology has the effect on the entire digital ecosystem.
- Adobe, Cisco, Google, and Others: These companies have released updates to address the weaknesses in their products that are applied in different sectors. These patches should be applied promptly to enhance cybersecurity.
- Collaboration and Information Sharing:Security vendors as well as researchers and experts in the cybersecurity domain, need to remain vigilant and keep on sharing information on emerging threats in cyberspace.
7. Conclusion
The security updates companies such as Microsoft and other vendors illustrate the present day fight between cybersecurity experts and cybercriminals. All the vulnerabilities addressed in this August 2024 update cycle are a call for prudence and constant protection of digital platforms. These vulnerabilities explain the importance of maintaining up-to-date systems, being aware of potential threats, and implementing robust security practices. Therefore, it is important to fortify our shield in this ever expanding threat domain, in order to be safe from attackers who use this weakness for their malicious purposes.
Introduction
Beginning with the premise that the advent of the internet has woven a rich but daunting digital web, intertwining the very fabric of technology with the variegated hues of human interaction, the EU has stepped in as the custodian of this ever-evolving tableau. It is within this sprawling network—a veritable digital Minotaur's labyrinth—that the European Union has launched a vigilant quest, seeking not merely to chart its enigmatic corridors but to instil a sense of order in its inherent chaos.
The Digital Services Act (DSA) is the EU's latest testament to this determined pilgrimage, a voyage to assert dominion over the nebulous realms of cyberspace. In its latest sagacious move, the EU has levelled its regulatory lance at the behemoths of digital indulgence—Pornhub, XVideos, and Stripchat—monarchs in the realm of adult entertainment, each commanding millions of devoted followers.
Applicability of DSA
Graced with the moniker of Very Large Online Platforms (VLOPs), these titans of titillation are now facing the complex weave of duties delineated by the DSA, a legislative leviathan whose coils envelop the shadowy expanses of the internet with an aim to safeguard its citizens from the snares and pitfalls ensconced within. Like a vigilant Minotaur, the European Commission, the EU's executive arm, stands steadfast, enforcing compliance with an unwavering gaze.
The DSA is more than a mere compilation of edicts; it encapsulates a deeper, more profound ethos—a clarion call announcing that the wild frontiers of the digital domain shall be tamed, transforming into enclaves where the sanctity of individual dignity and rights is zealously championed. The three corporations, singled out as the pioneers to be ensnared by the DSA's intricate net, are now beckoned to embark on an odyssey of transformation, realigning their operations with the EU's noble envisioning of a safeguarded internet ecosystem.
The Paradigm Shift
In a resolute succession, following its first decree addressing 19 Very Large Online Platforms and Search Engines, the Commission has now ensconced the trinity of adult content purveyors within the DSA's embrace. The act demands that these platforms establish intuitive user mechanisms for reporting illicit content, prioritize communications from entities bestowed with the 'trusted flaggers' title, and elucidate to users the rationale behind actions taken to restrict or remove content. Paramount to the DSA's ethos, they are also tasked with constructing internal mechanisms to address complaints, forthwith apprising law enforcement of content hinting at criminal infractions, and revising their operational underpinnings to ensure the confidentiality, integrity, and security of minors.
But the aspirations of the DSA stretch farther, encompassing a realm where platforms are agents against deception and manipulation of users, categorically eschewing targeted advertisement that exploits sensitive profiling data or is aimed at impressionable minors. The platforms must operate with an air of diligence and equitable objectivity, deftly applying their terms of use, and are compelled to reveal their content moderation practices through annual declarations of transparency.
The DSA bestows upon the designated VLOPs an even more intensive catalogue of obligations. Within a scant four months of their designation, Pornhub, XVideos, and Stripchat are mandated to implement measures that both empower and shield their users—especially the most vulnerable, minors—from harms that traverse their digital portals. Augmented content moderation measures are requisite, with critical risk analyses and mitigation strategies directed at halting the spread of unlawful content, such as child exploitation material or the non-consensual circulation of intimate imagery, as well as curbing the proliferation and repercussions of deepfake-generated pornography.
The New Rules
The DSA enshrines the preeminence of protecting minors, with a staunch requirement for VLOPs to contrive their services so as to anticipate and enfeeble any potential threats to the welfare of young internet navigators. They must enact operational measures to deter access to pornographic content by minors, including the utilization of robust age verification systems. The themes of transparency and accountability are amplified under the DSA's auspices, with VLOPs subject to external audits of their risk assessments and adherence to stipulations, the obligation to maintain accessible advertising repositories, and the provision of data access to rigorously vetted researchers.
Coordinated by the Commission in concert with the Member States' Digital Services Coordinators, vigilant supervision will be maintained to ensure the scrupulous compliance of Pornhub, Stripchat, and XVideos with the DSA's stringent directives. The Commission's services are poised to engage with the newly designated platforms diligently, affirming that initiatives aimed at shielding minors from pernicious content, as well as curbing the distribution of illegal content, are effectively addressed.
The EU's monumental crusade, distilled into the DSA, symbolises a pledge—a testament to its steadfast resolve to shepherd cyberspace, ensuring the Minotaur of regulation keeps the bedlam at a manageable compass and the sacrosanctity of the digital realm inviolate for all who meander through its infinite expanses. As we cast our gazes toward February 17, 2024—the cusp of the DSA's comprehensive application—it is palpable that this legislative milestone is not simply a set of guidelines; it stands as a bold, unflinching manifesto. It beckons the advent of a novel digital age, where every online platform, barring small and micro-enterprises, will be enshrined in the lofty ideals imparted by the DSA.
Conclusion
As we teeter on the edge of this nascent digital horizon, it becomes unequivocally clear: the European Union's Digital Services Act is more than a mundane policy—it is a pledge, a resolute statement of purpose, asserting that amid the vast, interwoven tapestry of the internet, each user's safety, dignity, and freedoms are enshrined and hold the intrinsic significance meriting the force of the EU's legislative guard. Although the labyrinth of the digital domain may be convoluted with complexity, guided by the DSA's insightful thread, the march toward a more secure, conscientious online sphere forges on—resolute, unerring, one deliberate stride at a time.
References
https://ec.europa.eu/commission/presscorner/detail/en/ip_23_6763https://www.breakingnews.ie/world/three-of-the-biggest-porn-sites-must-verify-ages-under-eus-new-digital-law-1566874.html
Introduction
Google.org is committed to stepping ahead to enhance Internet safety and responsible online behaviour. ‘Google for INDIA 2023’, an innovative conclave, took place on 19th October 2023. Google.org has embarked on its vision for a safer Internet and combating misinformation, financial frauds and other threats that come from bad actors. Alphabet Big Tech is committed to leading this charter and engaging with all stakeholders, including government agencies. Google.org has partnered with CyberPeace Foundation to foster a safer online environment and empower users on informed decisions on the Internet. CyberPeace will run a nationwide awareness and capacity-building Initiative equipping more than 40 Million Indian netizens with fact-checking techniques, tools, SoPs, and guidance for responsible and safe online behaviour. The campaign will be deployed in 15 Indian regional languages as a comprehensive learning outcome for the whole nation. Together, Google.org and CyberPeace Foundation aim to make the Internet safer for everyone and work in a direction to ensure that progress for everyone is built on a strong foundation of trusted information available on the Internet and pursuing the true spirit of “Technology for Good”.
Google.org and CyberPeace together for enhanced online safety
A new $4 million grant to CyberPeace Foundation will support a nationwide awareness-building program and comprehensive multilingual digital resource hub with content available in up to 15 Indian languages to empower nearly 40 million underserved people across the country in building resilience against misinformation and practice responsible online behaviour. Together, Google.org and CyberPeace are on their way to creating a strong pathway of trusted Internet and a safer digital environment. The said campaign will be undertaken for a duration of 3 years, and the following key components will run at the core of the same:
- CyberPeace Corps Volunteers: This will be a pan India volunteer engagement initiative to create a community of 9 million CyberPeace Ambassadors/First Responders/Volunteers to fight misinformation and promote responsible online behaviour going far into the rural, marginalised and most vulnerable strata of society.
- Digital Resource Hub: In pursuance of the campaign, CyberPeace is developing a cutting-edge platform offering a wealth of resources on media literacy, responsible content creation, and cyber hygiene translated into 15 Indian regional languages for a widespread impact on the ground.
- Public Sensitisation: CyberPeace will be conducting an organic series of online and offline events focusing on empowering netizens to discern fact from fiction. These sensitisation drives will be taken on by start master trainers from different regions of India to ensure all states and UTs are impacted.
- CyberPeace Quick Reaction Team: A specialised team of tech enthusiasts that will work closely with platforms to rapidly address new-age cyber threats and misinformation campaigns in real-time and establish best practices and SoPs for the diverse elements in the industries.
- Engaging Multimedia Content: With CyberPeace’s immense expertise in E-Course and digital content, the campaign will produce a range of multilingual multimedia resources, including informative videos, posters, games, contests, infographics, and more.
- Fact-check unit: Fact-check units will play a crucial role in monitoring, identifying, and doing fact analysis of the suspected information and overall busting the growing incidents of misinformation. Fake news or misinformation has negative consequences on society at large. The fact-check units play a significant role in controlling the widespread of misinformation.
Fight Against Misinformation
Misinformation is rampant all across the world and requires attention. With the increasing penetration of social media and the internet, this remains a global issue. Google.org has taken up the initiative to address this issue in India and, in collaboration with CyberPeace Foundation taken a proactive step to multiple avenues for mass-scale awareness and upskilling campaigns have been piloted to make an impact on the ground with the vision of upskilling over 40 Million people in the country and building resilience against misinformation and practicing responsible online behavior.
Maj Vineet Kumar, Founder of CyberPeace, said,
"In an era in which digital is deeply intertwined with our lives, knowing how to discern, act on, and share the credible from the wealth of information available online is critical to our well-being, and of our families and communities. Through this initiative, we’re committing to help Internet users across India become informed, empowered and responsible netizens leading through conversations and actions. Whether it’s in fact-checking information before sharing it, or refraining from sharing unverified news, we all play an important role in building a web that is a safe and inclusive space for everyone, and we are extremely grateful to Google.org for propelling us forward in this mission with their grant support.”
Annie Lewin, Senior Director of Global Advocacy and Head of Asia Pacific, Google.org said:
“We have a longstanding commitment to supporting changemakers using technology to solve humanity's biggest challenges. And, the innovation and zeal of Indian nonprofit organisations has inspired us to deepen our commitment in India. With the new grant to CyberPeace Foundation, we are proud to support solutions that speak directly to Google’s DNA, helping first-time internet users chart their path in a digital world with confidence. Such solutions give us pride and hope that each step, built on a strong foundation of trusted information, will translate into progress for all.”
Conclusion
Google.org has partnered with government agencies and other Indian organisations with the vision of future-proof India for digital public infrastructure and staying a step ahead for Internet safety, keeping the citizens safe online. Google.org is taking its largest step yet towards online safety in India. There is widespread misinformative content and information in the digital media space or on the internet. This proactive initiative of Google.org in collaboration with CyberPeace is a commendable step to prevent the spread of misinformation and empower users to act responsibly while sharing any information and making informed decisions while using the Internet, hence creating a safe digital environment for everyone.
References:
- https://www.youtube.com/live/-b4lTVjOsXY?feature=shared
- https://blog.google/intl/en-in/products/google-for-india-2023-product-announcements/
- https://blog.google/intl/en-in/partnering-indias-success-in-a-new-digital-paradigm/
- https://telecom.economictimes.indiatimes.com/news/internet/google-to-debut-credit-in-india-announces-a-slew-of-ai-powered-launches/104547623
- https://theprint.in/economy/google-for-india-2023-tech-giant-says-it-removed-2-million-violative-videos-in-q2-2023/1810201/
