press freedom
The Democratic Paradox in Large Language Models' Underestimation of Press Freedom
Loaiza, I., Vestrelli, R., Colladon, A. Fronzetti, Rigobon, R.
As Large Language Models (LLMs) increasingly mediate global information access for millions of users worldwide, their alignment and biases have the potential to shape public understanding and trust in fundamental democratic institutions, such as press freedom. In this study, we uncover three systematic distortions in the way six popular LLMs evaluate press freedom in 180 countries compared to expert assessments of the World Press Freedom Index (WPFI). The six LLMs exhibit a negative misalignment, consistently underestimating press freedom, with individual models rating between 71% to 93% of countries as less free. We also identify a paradoxical pattern we term differential misalignment: LLMs disproportionately underestimate press freedom in countries where it is strongest. Additionally, five of the six LLMs exhibit positive home bias, rating their home countries' press freedoms more favorably than would be expected given their negative misalignment with the human benchmark. In some cases, LLMs rate their home countries between 7% to 260% more positively than expected. If LLMs are set to become the next search engines and some of the most important cultural tools of our time, they must ensure accurate representations of the state of our human and civic rights globally.
- Asia > Middle East > UAE (0.14)
- Europe > France (0.05)
- South America > Uruguay (0.04)
- (9 more...)
- Research Report > New Finding (1.00)
- Questionnaire & Opinion Survey (1.00)
- Media > News (1.00)
- Government (0.94)
Keir Starmer says media firms should have control of output used in AI
Keir Starmer has said media outlets should have control over – and be paid for – their work as artificial intelligence technology transforms the economy and the UK. Calling journalism the "lifeblood of democracy", the prime minister vowed to "champion press freedoms" and ensure that "the growing power of digital technology does not begin to chip away" at the ability of journalists and publishers to uphold democratic values. In an article launching the News Media Association's Journalism Matters campaign, Starmer said AI, the creative industries and the media were central to the government's mission on economic growth, and it was working with both sectors to "balance" its industrial policy. "We recognise the basic principle that publishers should have control over and seek payment for their work, including when thinking about the role of AI," Starmer said. This was "essential for a vibrant media landscape, in which the sector's provision of trustworthy information is more vital than ever".
- Europe > United Kingdom (0.32)
- Europe > Ukraine (0.05)
- Europe > Russia > Central Federal District > Moscow Oblast > Moscow (0.05)
- Asia > Middle East > Palestine > Gaza Strip > Gaza Governorate > Gaza (0.05)
- Media > News (1.00)
- Government (1.00)