In the era of artistic freedom, a creative product can either inspire peace or embody intolerance. In Canada, a nation that prides itself on its diversity, the spread of hate cannot be permitted, even within an artistic framework. Consequently, the city of Edmonton launched the "Lighthouse" initiative, harnessing the power of technology to monitor and mitigate expressions of hate.

Throughout human history, hate has been a lurking, insidious force within societies, manifesting in actions and symbols that leave enduring scars. From condescending glances to whispered insults and blatant graffiti, it consistently finds ways to taint the public mood and erode people's sense of safety and belonging.

Murals, while a cherished and distinctive form of artistic expression, can be a vehicle for disseminating hate or negative sentiments and ideas. An offensive phrase on a one-meter-high wall can leave an immeasurable impact. This poses a significant challenge for any government, particularly those governing diverse and vibrant communities like Canada. The emergence of hate symbols in public spaces poses a substantial threat to people's sense of security and respect. This is especially true for marginalized or foreign-born or less privileged communities, such as Black individuals, Indigenous peoples, and Asians following the COVID-19 pandemic. Even if the depictions are not violent—and 56% are not—their impact remains significant, as they undermine social harmony and perpetuate fear and division.

Tracking hate crimes is known to be difficult, but recent studies indicate a rise across North America. The latest data from Statistics Canada reveals an increase in hate crimes across all provinces and territories, with 2021 figures showing a 27% increase compared to 2020.

For a considerable time, the authorities in Edmonton recognized the necessity of addressing this growing problem. They established a partnership between the data science and research team and the Anti-Defamation League to create a comprehensive tool to assist frontline workers and extend beyond city limits to other jurisdictions, empowering them to tackle this phenomenon.

From this collaboration emerged "Project Lighthouse," a multi-faceted and multi-layered approach that allows for the real-time tracking and analysis of any expression of hate. This provides policymakers and decision-makers with data-driven insights to create tailored programs.

The project is part of a comprehensive anti-racism strategy, as the city continually updates its policies, which no longer suit the expanding modern society, projected to reach a population of two million by 2050.

The project includes a smartphone application for data collection and a web application for image classification and analysis, along with a dashboard displaying spatial and temporal patterns.

The Anti-Defamation League facilitated access to the "Hate Symbols Database," the largest repository of known hate symbols and indicators. Project Lighthouse used this data as the foundation for all its outputs, which were developed over six months before entering a phase of international expansion.

The development of Project Lighthouse was not without challenges. The process of tracking and analyzing hate symbols and their various manifestations is complex, requiring significant technical expertise and close collaboration. The project team was committed to developing a tool that would serve as a "right hand" for frontline staff, meaning it would be easily accessible and user-friendly.

Secondly, the team faced the challenge of integrating the extensive "Hate Symbols Database" into a cohesive and functional system. They were also aware of another significant hurdle: educating and training 160 frontline employees on how to use the tool effectively. These employees work in diverse departments and roles, with varying competencies and experiences, including peacekeeping, law enforcement, and municipalities.

From the initial stages, the team's dedication, strategic partnerships, and high level of coordination were the primary means of overcoming these and other obstacles.

The introduction of the Lighthouse system has had a profound impact on the city of Edmonton. Since its implementation, over 60 new hate symbols have been documented, in addition to 250 historical images already in the system. The real-time data provided by the Lighthouse system allows for the construction of a comprehensive understanding of hate trends and the locations where they are most prevalent. This translates into more responsible responses and more effective policy decisions.

The initiative has also underscored the potential of technology and strategic partnerships in curbing exclusionary or xenophobic rhetoric and fostering inclusive and open communities.

The success of this experiment has garnered the attention of other Canadian cities and even prominent international entities such as the Federal Bureau of Investigation. The tool has lived up to its name, becoming a beacon of hope in containing hate speech and enshrining the values of tolerance.

References:
•   https://apolitical.co/solution-articles/en/from-lightbulb-to-lighthouse-using-innovation-to-tackle-hate