Library | ESG issues

Biased Media

Biased media occurs when journalists or news organisations favour certain perspectives, influencing story selection, framing, and language. This can shape public opinion, reinforce existing biases, and, in extreme cases, become propaganda. Social media algorithms further amplify bias by curating content that aligns with user preferences. Media bias can impact societal trust, corporate reputation, and regulatory scrutiny, creating risks and opportunities for businesses and investors.

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Code of practice on transparency of AI-generated content

European Commission
The European Union's Code of Practice on Transparency of AI-Generated Content provides guidance on meeting AI Act transparency obligations. It addresses machine-readable marking, detection, labelling of deepfakes and AI-generated text, technical reliability, compliance processes and disclosure requirements for providers and deployers of artificial intelligence systems.
Research
10 June 2026

A guide to greenwashing and corporate disinformation in the mining sector

Observatório da Mineração
This guide examines greenwashing and disinformation in the mining sector, detailing strategies used to project an environmentally responsible image. It identifies tactics such as 'woke-washing' and judicial intimidation, while advocating for stronger consumer protection, anti-SLAPP laws, and transparency to combat corporate narratives that delay urgent climate action.
Research
11 August 2026

Soldiers of misfortune: Mercenaries and digital propaganda in Africa

Centre for International Governance Innovation (CIGI)
This report investigates the intersection of mercenary groups and digital propaganda in Africa. It details how organisations like the Wagner Group utilise AI-driven disinformation and "regime survival packages" to sustain authoritarian rule. The paper recommends stricter platform accountability and enhanced digital literacy to protect democratic institutions across the continent.
Research
29 June 2026

Deconstructing AI hype: A playbook for resistance

Association for the Advancement of Artificial Intelligence
This research provides a materialist deconstruction of AI hype, arguing it facilitates power concentration rather than just misrepresenting technology. It details how "hypers" manufacture urgency and capture credibility. The paper offers a playbook for resistance through contestation, undermining legitimacy and building collective agency to challenge AI entrenchment.
Research
11 October 2026

Generative debunking of climate misinformation

This research introduces 'generative debunking' using large language models to combat climate misinformation. By synthesising psychological best practices with computational tools, the study develops three models using the 'truth sandwich' approach. Expert evaluation indicates that structured prompting and retrieval-augmented generation significantly improve the identification and explanation of logical fallacies.
Research
19 March 2026

Managing LLM bias in investing: From detection to mitigation

CFA Institute Research & Policy Centre
This report examines implicit and explicit LLM biases in investment management. Through a case study on framing bias across nine OpenAI models, it identifies significant sensitivities in drawdown and client retention scenarios. It concludes that manual prompt restructuring and human-in-the-loop protocols are the most effective mitigation strategies.
Research
9 September 2026

Understanding young news audiences at a time of rapid change

Reuters Institute for the Study of Journalism
This report examines the shifting news consumption habits of audiences aged 18–24. It highlights a definitive move towards social-first, audiovisual content and individual creators. Furthermore, it explores the growing role of generative AI in navigating complex stories, emphasising the need for publishers to adapt to these evolving digital preferences.
Research
23 March 2026

Seeing green: The effects of financial exposures on support for climate action

National Bureau of Economic Research (NBER)
This research evaluates a randomised controlled trial using financial exposure to the energy sector to build support for climate action. Findings demonstrate that ownership of green and brown assets increases support for mitigation policies through a learning mechanism, where participants consume more financial news and improve their environmental knowledge.
Research
4 February 2026

Reuters Institute digital news report series

Reuters Institute for the Study of Journalism
This research series provides a comprehensive annual analysis of digital news consumption globally. It tracks audience trends across 48 markets, focusing on trust, platform usage, and the transition to digital formats. This benchmark series informs stakeholders about the evolving information environment and changing news habits across diverse demographics.
Benchmark/series
8 June 2026

AI managed household portfolios: A preliminary report

National Bureau of Economic Research (NBER)
This research investigates AI-managed household portfolios, finding that large language models recommend undiversified portfolios concentrated in high-momentum, large-cap technology stocks. While returns may exceed market benchmarks, they do not provide abnormal returns when adjusted for risk characteristics. Recommendations are primarily driven by media attention rather than investment skill.
Research
26 April 2026

Communicating climate change and migration: A user’s guide to navigating the research

Climate Outreach
This report guides practitioners on communicating climate-linked migration, highlighting research gaps, biases and limited diversity. It emphasises critical engagement with academic literature, improved representation of affected communities, and the need for nuanced, interdisciplinary approaches to inform effective, ethical communication strategies.
Research
12 April 2024

AI search has a citation problem

Columbia Journalism Review (CJR)
The report evaluates eight generative AI search tools and finds widespread problems in accurately citing news sources. Many systems fabricate or misattribute links, ignore publisher restrictions and provide confident but incorrect answers, raising concerns about information reliability, publisher traffic loss and the transparency of AI-generated search results.
Research
6 March 2025

Limited accountability and awareness of corporate emissions target outcomes

The study analyses 1,041 corporate emissions targets ending in 2020, finding limited accountability. Thirty-one per cent of targets disappeared and 9% failed, with minimal disclosure, media attention or market penalties. By contrast, target announcements improved media sentiment and ESG scores, raising concerns for future climate targets.
Research
21 January 2025

Climate change and news audiences report series

Reuters Institute for the Study of Journalism
Annual survey-based report analysing climate change news consumption, trust, political leadership perceptions, AI attitudes, and audience needs across eight countries.
Benchmark/series
1 December 2025

Information integrity about climate science: A systematic review

International Panel on the Information Environment (IPIE)
Systematic review of 300 studies (2015-2025) finds coordinated misinformation and greenwashing by corporate, political, and media actors undermine climate science, eroding trust and delaying policy. Research is Global North–centric. Evidence supports regulation, litigation, coalitions, and education to strengthen information integrity.
Research
19 June 2025

On YouTube, a Shift from Denying Science to Dismissing Solutions

This article dives into an analysis of over 12,000 YouTube videos and finds that while outright climate-change denial is dropping, content undermining climate solutions and trust in scientists is rising sharply. It also highlights concerns over YouTube’s ad policies, which still allow monetisation alongside videos that downplay impacts or spread misleading claims about climate policy.
Article
18 November 2025
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