Climate change is an urgent crisis demanding action across all societal sectors. However, the spread of climate change misinformation, especially online, impedes necessary measures. This misinformation reaches a broad audience rapidly, outpacing traditional fact-checking and expert countermeasures. As a result, misinformation can strongly influence public opinion.

A proposed solution to this challenge is the Climate Genie web extension. This tool is designed to tackle misinformation by:

• Identifying climate change falsehoods online.
• Alerting users to these inaccuracies.
• Providing debunking information and external resources.

The extension aims to attract a wide user base, mainly those who consume online news and hold concerns regarding climate misinformation. The design prioritizes ease of use and minimal browsing disruption to encourage widespread uptake.

• Misinformation Detection: Ability to recognize over 80 common arguments denying the need for action around climate change.
• Debunking: Offers users clear explanations and supporting evidence to debunk identified myths.
• Data Aggregation: Collects valuable data on misinformation spread and consumption patterns for future strategic interventions.

Potential improvements for the AI model include:

• Data Expansion: Increase training data and computational resources for better performance.
• Argument Spectrum: Enrich the model's ability to identify a broader range of denialist arguments.
• Language Support: Adapt the model for various languages to achieve international impact.

• Claim Deconstruction: Analyze and dismantle emerging misinformation.
• Behavioral Studies: Examine changes in user attitudes upon exposure to the extension.
• Project Documentation: Detail the creation and evolution of the extension in scholarly articles.

• Trend Analysis: Report on emerging misinformation trends.
• News Outlet Breakdown: Examine the proliferation of misinformation across different media platforms.
• Topical Misinformation: Analyze misinformation in relation to current events and heated topics.

• Conversational AI: Deployment through chatbots to engage with users directly.
• Social Media Integration: Develop the extension to work within social-media sites directly.
• Mobile and Web Platforms: Development of dedicated apps and websites for easier access to people who can't use web extensions, such as Government workers and Mobile users.

• Curriculum Integration: Utilize the systematic debunking methodology as an educational resource. There is already some traction for this within the Monash School of Film, Media and Journalism.

• Misinformation Identification: Assist organizations by providing early detection tools.

• Preventive Measures: Collaborate with writers and publishers to prevent the dissemination of misinformation from the source.

The Climate Genie sets the stage not just as a user-centric tool but also as a foundational element for data-driven research, academic collaboration, and strategic partnerships, all of which are important for fostering a well-informed public that is ready to confront climate change misinformation.