Show HN: Polibench – compare political bias across AI models (polibench.vercel.app)

A new benchmarking tool called Polibench has been launched, allowing researchers and developers to compare the political bias of various AI models. The tool evaluates each model's responses to 62 political questions formatted in the standard Political Compass format, categorizing their stance along two axes: economic (Left-Right) and social (Authoritarian-Libertarian). By scoring these responses, Polibench positions AI models on a graphical compass, providing a clear visual representation of their political alignments. This initiative is significant for the AI/ML community as it addresses growing concerns about bias in AI systems. Understanding the political inclinations of models is crucial for ensuring transparency and accountability, especially as these technologies are increasingly deployed in decision-making processes that can impact society at large. Polibench not only offers a method to identify potential biases but also encourages discussions about ethical AI development, prompting creators to consider the broader implications of political influence in their algorithms.