Within False Info
Why platforms look beyond single posts
Modern platform rules increasingly target networks, incentives, algorithms, and transparency gaps rather than single false posts alone.
On this page
- From bad posts to bad systems
- Transparency and researcher access
- Elections, health, safety, and public trust
Page outline Jump by section
Introduction
Large online platforms increasingly treat disinformation as a systemic risk rather than a problem of isolated false posts. The shift reflects a basic observation: a single misleading claim often has limited reach on its own, but platform design can help deceptive campaigns spread rapidly, target vulnerable audiences and create the appearance of widespread public support. As a result, regulators, researchers and platform operators now focus not only on whether content is false, but also on how recommendation systems, advertising tools, account networks and transparency failures can amplify manipulation at scale. [Digital Services Act]WikipediaDigital Services ActThe Digital Services Act (DSA) is an EU regulation that entered into force in 2022, establishing a comprehensive l… [Digital Services Act]WikipediaDigital Services ActThe Digital Services Act (DSA) is an EU regulation that entered into force in 2022, establishing a comprehensive l…
This approach marks an important distinction in debates about misinformation and disinformation. Instead of judging every disputed post individually, platform governance increasingly asks whether the surrounding system rewards deception, hides influence operations or makes independent scrutiny impossible. That change has reshaped content moderation, transparency requirements and digital regulation across many major platforms. Taylor & Francis Online [2cmpf.eui.eu]cmpf.eui.euRisk in the Digital Services Act and AI Act: implications for…by E Blog — The DSA places media freedom, pluralism, and disinformation…
From bad posts to bad systems
For years, public debate about online falsehoods focused on individual items of content: a fabricated news story, a manipulated image or a misleading video. Platforms responded with removals, labels and fact-checking partnerships. Those tools remain important, but many researchers and regulators concluded that content-level interventions alone cannot address organised influence campaigns. [PMC]pmc.ncbi.nlm.nih.govPMCCoordinated inauthentic behavior: An innovative manipulation…by M Murero · 2023 · Cited by 27 — Coordinated inauthentic behavior (C…
One reason is that disinformation often operates through networks rather than standalone messages. Coordinated campaigns can use large numbers of accounts, pages, groups and automated tools to make narratives appear popular or authentic. A misleading claim may be only one component in a broader operation involving fake identities, paid promotion, cross-platform coordination and algorithmic amplification. PMC [transparency]transparency.meta.comTransparency Inauthentic BehaviorTransparencyInauthentic Behavior - Meta Transparency CenterInauthentic Behavior refers to a variety of complex forms of deception, perfor… This is why platforms increasingly investigate what Meta calls“coordinated inauthentic behaviour”, meaning networks of accounts that work together deceptively while concealing who controls them. The concern is not merely whether a post contains a factual error, but whether a coordinated system is manipulating public attention. [Transparency]transparency.meta.comTransparency Inauthentic BehaviorTransparencyInauthentic Behavior - Meta Transparency CenterInauthentic Behavior refers to a variety of complex forms of deception, perfor…
The systemic perspective also reflects how recommendation systems work. Modern platforms do not simply host content; they actively rank, recommend and distribute it. Engagement-focused systems can unintentionally reward emotionally charged, polarising or sensational material because such content often attracts attention. Critics argue that this can increase the visibility of deceptive narratives even when the platform did not create them. UK parliamentary analysis and EU regulatory frameworks increasingly treat algorithmic amplification as part of the risk environment rather than a neutral background process. UK Parliament [Digital Services Act]WikipediaDigital Services ActThe Digital Services Act (DSA) is an EU regulation that entered into force in 2022, establishing a comprehensive l…
The result is a governance shift from asking, “Was this post false?” to asking broader questions:
- Are recommendation systems amplifying harmful narratives?
- Are coordinated networks creating artificial popularity?
- Are advertising tools enabling hidden influence campaigns?
- Can outside researchers verify what is happening?
- Do platform incentives reward engagement regardless of accuracy?
These questions target the infrastructure that allows disinformation campaigns to scale. [Digital Services Act]WikipediaDigital Services ActThe Digital Services Act (DSA) is an EU regulation that entered into force in 2022, establishing a comprehensive l… [Taylor & Francis Online]tandfonline.comTaylor & Francis OnlineThe Digital Services Act's red line: what the Commission…by M Husovec · 2024 · Cited by 36 — The obligations ar…
Why scale changes the risk
A common misconception is that platform concerns arise simply because false information exists online. False claims have always existed. What changed is the speed, reach and targeting power of digital platforms.
Recommendation engines can expose millions of users to similar content patterns. Advertising systems can target specific demographics. Viral sharing tools can accelerate distribution before corrections arrive. Even when individual users act in good faith, these systems can transform isolated claims into large-scale information events. [Digital Services Act]WikipediaDigital Services ActThe Digital Services Act (DSA) is an EU regulation that entered into force in 2022, establishing a comprehensive l…
Researchers studying coordinated inauthentic behaviour have emphasised that influence operations often mix authentic and fake accounts. The effectiveness of these campaigns comes not only from content quality but from network structure and amplification tactics. A misleading narrative may gain influence because it appears to come from many independent sources when it actually originates from a coordinated operation. [PMC]pmc.ncbi.nlm.nih.govPMCCoordinated inauthentic behavior: An innovative manipulation…by M Murero · 2023 · Cited by 27 — Coordinated inauthentic behavior (C…
Cross-platform activity has reinforced this concern. Recent research examining election-related information operations found coordinated behaviour spanning multiple services, including Facebook, Telegram and X. This suggests that focusing narrowly on one post or one platform may miss how influence campaigns actually function. [arXiv]arxiv.orgarXivExposing Cross-Platform Coordinated Inauthentic Activity in the Run-Up to the 2024 U.S. Election…
Transparency and researcher access
Systemic risk approaches depend heavily on transparency because outsiders often cannot see how platforms operate internally.
Researchers may observe viral content, but they typically cannot see the recommendation signals, advertising data, ranking decisions or moderation processes that helped distribute it. This creates what many governance debates describe as an information asymmetry: platforms know far more about their systems than regulators, journalists or academic researchers. [digital-strategy]digital-strategy.ec.europa.euDigital Strategy European CommissionThe Digital Services Act | Shaping Europe's digital futureThe Digital Services Act helps to make the…
The European Union’s Digital Services Act (DSA) reflects this concern directly. Rather than concentrating only on illegal content removal, the DSA requires very large online platforms to assess and mitigate systemic risks arising from the design and functioning of their services, including algorithmic and advertising systems. [Digital Services Act]WikipediaDigital Services ActThe Digital Services Act (DSA) is an EU regulation that entered into force in 2022, establishing a comprehensive l…
A central feature of the framework is researcher access. EU institutions argue that independent researchers need access to platform data to investigate issues such as election interference, recommendation effects and coordinated manipulation. New DSA rules seek to create mechanisms for vetted researchers to examine platform data that was previously inaccessible. [digital-strategy]digital-strategy.ec.europa.euDigital Strategy European CommissionThe Digital Services Act | Shaping Europe's digital futureThe Digital Services Act helps to make the… European Commission [Digital Strategy European Commission]digital-strategy.ec.europa.euDigital Strategy European CommissionThe Digital Services Act | Shaping Europe's digital futureThe Digital Services Act helps to make the…
The push for transparency stems from a practical problem: if only platforms can inspect their own systems, external verification becomes difficult. Researchers have repeatedly argued that meaningful accountability requires access to data about advertising, recommendations, reach and engagement patterns. [arXiv]arxiv.orgarXivExposing Cross-Platform Coordinated Inauthentic Activity in the Run-Up to the 2024 U.S. Election…
At the same time, transparency remains contested. Recent academic assessments of platform research APIs have found gaps in completeness, metadata access and usability, raising questions about whether current transparency tools are sufficient for independent auditing. [arXiv]arxiv.orgarXivExposing Cross-Platform Coordinated Inauthentic Activity in the Run-Up to the 2024 U.S. Election…
Elections, health, safety and public trust
Systemic disinformation risks receive particular attention when they intersect with high-stakes public decisions.
Elections are a major example. Regulators increasingly worry less about any single misleading political post and more about coordinated campaigns that exploit platform systems to distort public debate, conceal sponsorship, impersonate citizens or artificially boost narratives. Investigations connected to election interference concerns have helped drive regulatory interest in platform-wide risk assessments and transparency obligations. [arXiv]arxiv.orgarXivExposing Cross-Platform Coordinated Inauthentic Activity in the Run-Up to the 2024 U.S. Election…
Advertising transparency has become especially important in this context. Regulators argue that researchers and the public need to know who paid for political or issue-based advertisements, how audiences were targeted and how widely campaigns were distributed. Concerns about hidden advertising and opaque targeting systems appear repeatedly in European disinformation policy discussions. [AP News]apnews.comA preliminary investigation by the EU Commission revealed that TikTok's ad repository fails to meet DSA standards, lacking key informatio… [Institute for Strategic Dialogue]isdglobal.orgInstitute for Strategic DialoguePolicy Digest #1Platform policy Promote authenticity of ads relating to 'social issues, elections, or pol…
Public health crises have generated similar concerns. During emergencies, platform systems can accelerate the spread of misleading claims before authorities establish clear communication channels. Policymakers increasingly examine whether recommendation systems, monetisation features or engagement incentives contributed to the spread, rather than focusing solely on individual pieces of content. [disinfocode.eu]disinfocode.euCode of Practice on Disinformation – Meta Baseline ReportIdentifying, disrupting, and removing coordinated inauthentic behavior networks…
More broadly, trust itself has become part of the risk discussion. Large-scale manipulation campaigns can undermine confidence in elections, public institutions, journalism and scientific expertise even when specific false claims are later corrected. From a governance perspective, the concern is not only factual accuracy but whether information systems remain trustworthy enough for democratic and civic life to function. [cmpf.eui.eu]cmpf.eui.euRisk in the Digital Services Act and AI Act: implications for…by E Blog — The DSA places media freedom, pluralism, and disinformation…
Why the systemic approach remains controversial
The move toward systemic risk regulation has supporters and critics.
Supporters argue that disinformation campaigns exploit platform architecture, making system-level oversight necessary. They contend that transparency requirements, risk assessments and accountability measures address underlying incentives rather than chasing individual posts after they have already spread. Taylor & Francis Online [Digital Services Act]WikipediaDigital Services ActThe Digital Services Act (DSA) is an EU regulation that entered into force in 2022, establishing a comprehensive l…
Critics worry that broad concepts such as “systemic risk” can be difficult to define and may give regulators excessive influence over online speech. Some technology companies have argued that rules aimed at combating disinformation can become overly expansive or create uncertainty about compliance obligations. Debates continue over how to balance transparency, public safety, competition, privacy and freedom of expression. [arXiv]arxiv.orgarXivExposing Cross-Platform Coordinated Inauthentic Activity in the Run-Up to the 2024 U.S. Election… [Le Monde.fr]lemonde.frThe infractions include misleading users with its "blue checkmark" verification, lacking transparency in its ad repository, and failing t…
This tension explains why many recent regulations emphasise process rather than direct content control. Instead of ordering platforms to remove every disputed claim, frameworks such as the DSA focus heavily on risk assessment, documentation, transparency, auditing and mitigation measures. The goal is often to make systems more accountable without requiring governments to determine the truth of every online statement. [Digital Services Act]WikipediaDigital Services ActThe Digital Services Act (DSA) is an EU regulation that entered into force in 2022, establishing a comprehensive l… [Digital Services Act]WikipediaDigital Services ActThe Digital Services Act (DSA) is an EU regulation that entered into force in 2022, establishing a comprehensive l…
The key idea behind platform risk
The central reason platforms increasingly focus on systemic disinformation risk is that organised deception rarely succeeds through content alone. It succeeds when platform structures help it scale, hide, target audiences or appear more popular than it really is.
That is why modern governance discussions increasingly examine recommendation engines, advertising systems, coordinated account networks, transparency gaps and researcher access. The concern is not simply that false information exists online, but that large digital systems can unintentionally become engines for amplifying and obscuring manipulation. Understanding that distinction helps explain why many current platform rules are aimed less at single posts and more at the systems that determine how those posts spread. [digital-strategy]digital-strategy.ec.europa.euDigital Strategy European CommissionThe Digital Services Act | Shaping Europe's digital futureThe Digital Services Act helps to make the… European Commission [Digital Services Act]WikipediaDigital Services ActThe Digital Services Act (DSA) is an EU regulation that entered into force in 2022, establishing a comprehensive l… [Digital Services Act]WikipediaDigital Services ActThe Digital Services Act (DSA) is an EU regulation that entered into force in 2022, establishing a comprehensive l…
Amazon book picks
Further Reading
Books and field guides related to Why platforms look beyond single posts. Use these as the next step if you want deeper reading beyond the article.
The Constitution of Knowledge
Addresses institutional and systemic defenses against misinformation.
eBay marketplace picks
Marketplace Samples
Example marketplace items related to this page. Use the search link to explore similar finds on eBay.
Endnotes
-
Source: cmpf.eui.eu
Link: https://cmpf.eui.eu/risk-in-the-digital-services-act-and-ai-act/Source snippet
Risk in the Digital Services Act and AI Act: implications for...by E Blog — The DSA places media freedom, pluralism, and disinformation...
-
Source: pmc.ncbi.nlm.nih.gov
Link: https://pmc.ncbi.nlm.nih.gov/articles/PMC10060790/Source snippet
PMCCoordinated inauthentic behavior: An innovative manipulation...by M Murero · 2023 · Cited by 27 — Coordinated inauthentic behavior (C...
-
Source: disinfocode.eu
Link: https://disinfocode.eu/reports/download/38Source snippet
Code of Practice on Disinformation – Meta Baseline ReportIdentifying, disrupting, and removing coordinated inauthentic behavior networks...
-
Source: transparency.meta.com
Title: Transparency Inauthentic Behavior
Link: https://transparency.meta.com/policies/community-standards/inauthentic-behavior/Source snippet
TransparencyInauthentic Behavior - Meta Transparency CenterInauthentic Behavior refers to a variety of complex forms of deception, perfor...
-
Source: arxiv.org
Link: https://arxiv.org/abs/2410.22716Source snippet
arXivExposing Cross-Platform Coordinated Inauthentic Activity in the Run-Up to the 2024 U.S. Election...
-
Source: publications.parliament.uk
Link: https://publications.parliament.uk/pa/cm5901/cmselect/cmsctech/1397/report.htmlSource snippet
UK ParliamentSocial media, misinformation and harmful algorithms17 Oct 2025 — The report examines the challenges posed by social media al...
-
Source: arxiv.org
Link: https://arxiv.org/abs/2505.01122 -
Source: arxiv.org
Link: https://arxiv.org/abs/2601.12390 -
Source: arxiv.org
Link: https://arxiv.org/abs/2605.17655 -
Source: disinfocode.eu
Link: https://disinfocode.eu/reports/democracy-reporting-international/8/textSource snippet
Report March 2026Through DRI's activities across Europe and beyond in 2025, we continued to identify trends in online discourse and detec...
-
Source: disinfocode.eu
Link: https://disinfocode.eu/Source snippet
Transparency CenterAt the core of the EU strategy against disinformation, the Code has proven to be an effective tool to limit the spread...
-
Source: facebook.com
Link: https://www.facebook.com/ABCNews/posts/meta-says-it-disrupted-more-than-200-global-networks-engaging-in-coordinated-ina/10162347975523812/Source snippet
thentic behavior since 2017. Meta defined some attempts as...
-
Source: transparency.meta.com
Link: https://transparency.meta.com/policies/community-standards/misinformation/Source snippet
Meta Transparency CenterOur policies articulate different categories of misinformation and try to provide clear guidance about how we tre...
-
Source: eu-digital-services-act.com
Title: Digital Services Act Article 34, the Digital Services Act (DSA)1
Link: https://www.eu-digital-services-act.com/Digital_Services_Act_Article_34.htmlSource snippet
Providers of very large online platforms and of very large online search engines shall diligently identify, analyse and assess any system...
-
Source: eu-digital-services-act.com
Link: https://www.eu-digital-services-act.com/Digital_Services_Act_Preamble_81_to_90.htmlSource snippet
Digital Services ActThe final text of the Digital Services Act (DSA)(84) When assessing such systemic risks, providers of very large onli...
-
Source: digital-strategy.ec.europa.eu
Link: https://digital-strategy.ec.europa.eu/en/policies/digital-services-actSource snippet
Digital Strategy European CommissionThe Digital Services Act | Shaping Europe's digital futureThe Digital Services Act helps to make the...
-
Source: tandfonline.com
Link: https://www.tandfonline.com/doi/full/10.1080/17577632.2024.2362483Source snippet
Taylor & Francis OnlineThe Digital Services Act's red line: what the Commission...by M Husovec · 2024 · Cited by 36 — The obligations ar...
-
Source: digital-strategy.ec.europa.eu
Link: https://digital-strategy.ec.europa.eu/en/policies/dsa-brings-transparencySource snippet
Digital Strategy European CommissionHow the Digital Services Act enhances transparency onlineThe act clarifies the procedures for VLOPs a...
-
Source: digital-strategy.ec.europa.eu
Title: commission adopts delegated act data access under digital services act
Link: https://digital-strategy.ec.europa.eu/en/news/commission-adopts-delegated-act-data-access-under-digital-services-actSource snippet
Digital Strategy European CommissionCommission adopts delegated act on data access under the...2 Jul 2025 — The delegated act on data ac...
-
Source: eu-digital-services-act.com
Link: https://www.eu-digital-services-act.com/Source snippet
Digital Services Act (DSA) | Updates, Compliance, TrainingThis delegated act enables access to the internal data of very large online pla...
-
Source: apnews.com
Link: https://apnews.com/article/f2f46d5d31b29764b62155ef5679e8e4Source snippet
A preliminary investigation by the EU Commission revealed that TikTok's ad repository fails to meet DSA standards, lacking key informatio...
-
Source: isdglobal.org
Link: https://www.isdglobal.org/wp-content/uploads/2022/10/Digital_Policy_Lab_Policy_Digest_1.pdfSource snippet
Institute for Strategic DialoguePolicy Digest #1Platform policy Promote authenticity of ads relating to 'social issues, elections, or pol...
-
Source: lemonde.fr
Link: https://www.lemonde.fr/en/economy/article/2025/12/05/european-commission-fines-x-120-million-for-transparency-violations_6748186_19.htmlSource snippet
The infractions include misleading users with its "blue checkmark" verification, lacking transparency in its ad repository, and failing t...
-
Source: digital-strategy.ec.europa.eu
Link: https://digital-strategy.ec.europa.eu/en/policies/dsa-vlopsSource snippet
europa.euDSA: Very large online platforms and search enginesVery large online platforms and search engines are those with over 45 million...
-
Source: digital-strategy.ec.europa.eu
Title: dsa codes conduct
Link: https://digital-strategy.ec.europa.eu/en/policies/dsa-codes-conductSource snippet
of conduct under the Digital Services Act10 Mar 2026 — Under the Digital Services Act (DSA), voluntary codes of conduct can address onlin...
-
Source: disinfo.eu
Title: cib detection tree third branch
Link: https://www.disinfo.eu/publications/cib-detection-tree-third-branch/Source snippet
CIB Detection Tree: Third Branch13 Jun 2021 — Coordinated Inauthentic Behaviour has never been clearly defined and varies from one platfo...
-
Source: mccannfitzgerald.com
Link: https://www.mccannfitzgerald.com/knowledge/disputes/digital-services-act-obligations-of-very-large-online-service-providers-eu-transparency-database-and-enforcementSource snippet
Digital Services Act: Obligations of Very Large Online...21 Nov 2023 — The DSA creates a comprehensive framework to regulate the eco-sys...
-
Source: Wikipedia
Title: Digital Services Act
Link: https://en.wikipedia.org/wiki/Digital_Services_ActSource snippet
Digital Services ActThe Digital Services Act (DSA) is an EU regulation that entered into force in 2022, establishing a comprehensive l...
Additional References
-
Source: oecd.org
Link: https://www.oecd.org/content/dam/oecd/en/publications/reports/2020/08/governance-responses-to-disinformation_6285c78a/d6237c85-en.pdfSource snippet
a range of governance responses that rest on the open...Read more...
-
Source: linkedin.com
Link: https://www.linkedin.com/posts/lucie-lechardoy-b092b745_digital-services-act-report-lays-out-landscape-activity-7401590283412365312-9OiGSource snippet
Lucie Lechardoy's PostThe first report of the European Commission on systemic risks of very large online platforms and search engines und...
-
Source: reuters.com
Link: https://www.reuters.com/business/retail-consumer/eu-court-dismisses-amazons-request-scrap-eu-tech-label-2025-11-19/Source snippet
This designation imposes stricter obligations on platforms exceeding 45 million users to combat the spread of illegal and harmful content...
-
Source: journals.sagepub.com
Title: Sage Journals Coordinated inauthentic behaviour on Facebook?
Link: https://journals.sagepub.com/doi/10.1177/29768624251369784Source snippet
R Rogers · 2025 · Cited by 6 — This paper advances the discourse on coordinated inauthentic behaviour (CIB) on Facebook by extend...
-
Source: aph.gov.au
Title: Improving digital platform transparency and accountability
Link: [https://www.aph.gov.au/Parliamentary_Business/Committees/Senate/Information_Integrity_on_Climate_Change_and_Energy/ClimateIntegrity/Report/Chapter_7-_Improving_digital_platform_transparency_and_accountability](https://www.aph.gov.au/Parliamentary_Business/Committees/Senate/Information_Integrity_on_Climate_Change_and_Energy/ClimateIntegrity/Report/Chapter_7-_Improving_digital_platform_transparency_and_accountability)Source snippet
platforms to mitigate systemic disinformation risks'. The ADN also argued... platforms should be doing more to address coordinated inaut...
-
Source: about.fb.com
Title: Facebook Removing Coordinated Inauthentic Behavior
Link: https://about.fb.com/news/2020/10/removing-coordinated-inauthentic-behavior-september-report/Source snippet
FacebookRemoving Coordinated Inauthentic Behavior - About Meta8 Oct 2020 — Today, we're sharing an update on the enforcement actions we'v...
-
Source: digi.org.au
Title: Meta 2023 AU Misinformation Transparency report v1
Link: https://digi.org.au/wp-content/uploads/2025/08/Meta_2023-AU-Misinformation-Transparency-report_v1.pdfSource snippet
Meta_2023 AU Misinformation Transparency report_v1Meta removes networks of accounts, Pages and Groups that violate our inauthentic behavi...
-
Source: eff.org
Title: systemic risk reporting system crisis
Link: https://www.eff.org/deeplinks/2025/01/systemic-risk-reporting-system-crisisSource snippet
Systemic Risk Reporting: A System in Crisis?16 Jan 2025 — The European Commission has so far designated more than 20 services to constitu...
-
Source: cambridge.org
Link: https://www.cambridge.org/core/books/defeating-disinformation/platform-responsibility-in-the-european-union/AA3D55C57B0F6A7C18F5CAEF25146557Source snippet
Platform Responsibility in the European Union (Chapter 3)On February 17, 2024, the Digital Services Act (DSA) became fully applicable in...
Published: February 17, 2024
-
Source: isdglobal.org
Title: eu digital services act
Link: https://www.isdglobal.org/isd-explainer/eu-digital-services-act/Source snippet
13 Aug 2024 — Many of the DSA's provisions are relevant for preventing online risks related to democratic processes, extremism, disinform...
Topic Tree