The Algorithm for Good
Human and machine learning for equitable, resilient, and sustainable progress.
The Algorithm for Good
Human and machine learning for equitable, resilient, and sustainable progress.
Human and machine learning for equitable, resilient, and sustainable progress.
Human and machine learning for equitable, resilient, and sustainable progress.
We work from a simple premise: Progress is effective and efficient
once shared values and mutual goals are identified.

AI is conducive to development when aligned with global values and social justice. Citizen sentiment is conducive for determining and addressing pertinent needs for project management, risk mitigation, and reputational metrics.
Our API integrates citizen inputs and global best practices for an API that reflects collective intelligence. To advise governance, our AI compares multiple policy options, assesses benefits, harms, trade-offs and distributional effects, and determines indicators and drivers.
We partner with ministries, schools, nonprofits, and organizations to raise awareness about psychological impacts of media, crime prevention, and AI literacy integration into curriculum. Options include AI ethics training, board sessions on governance, and introductory AI ethics courses offered online or blended.
Independent reviews of your models for fairness, privacy, and safety. Includes 49 international consolidated standards. We provide algorithmic impact reports, bias checks for machine learning models, and written findings on model fairness with priority fixes. Industry-led certifications for AI teams and tools that meet high standards in fairness, accountability, and privacy.

Determine ethics: Stakeholder goals and impact review, grounded in local context and shared values.
Create Goals: Clear outcomes measured through meaningful indicators and representative inputs.
Generate Drivers: Actionable steps for AI teams to reach those outcomes, from AI risk assessment work to policy updates.
Sameen has a way about her that is at once empathetic and firm. She truly listens. Her questions are both perceptive and help ensure the person has a chance to fully express themselves. This kind of approach more often than not leads to win-win situations for all parties. It was a pleasure and a wonderful learning experience working with Sameen.
Nancy Sherman, Director at George Brown College
Duresameen provided us at the Centre for Resilience of Critical Infrastructure with her expertise as a Research Analyst during a year long study of our campus. We were very fortunate to benefit from her experience and knowledge in crime prevention and safety and security analysis, which she was always helpfully willing to share. Duresameen brings to the table an understanding of issues and solutions at a the very fine level of detail required to establish effective safety and security measures on a campus. At the same time she understands the holistic nature of the problem and can see the big picture and interrelationships at play in the unique and complex environment of a campus situated in an urban centre. I remain extremely grateful and pleased to have had the chance to work with Duresameen on our project and look forward to our future collaborations.
David Bristow: Associate Professor, University of Toronto
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