International Board of Ethics in AI

International Board of Ethics in AIInternational Board of Ethics in AIInternational Board of Ethics in AI

International Board of Ethics in AI

International Board of Ethics in AIInternational Board of Ethics in AIInternational Board of Ethics in AI
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  • Home
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Humanizing Machine Learning

Humanizing Machine LearningHumanizing Machine LearningHumanizing Machine Learning

 Equitable algorithms through representation, research, and reliability. 

 Serving schools, public bodies, and businesses

Explore Services

Humanizing Machine Learning

Humanizing Machine LearningHumanizing Machine LearningHumanizing Machine Learning

 Equitable algorithms through representation, research, and reliability. 

 Serving schools, public bodies, and businesses

Explore Services

Humanity-Centred Progress

 We work from a simple premise: people move faster together when we agree on shared values and clear goals.

What We Do

AI Audits

 Independent reviews of your models for fairness, privacy, and safety. This includes algorithmic impact work in Canada, bias checks for machine learning models, and written findings on model fairness with priority fixes. 

Ethical Project Management

 Keep AI used in international development aligned with human rights and social justice. We match project delivery with global ethical standards and responsible practice, and support capacity building for AI governance in low- and middle-income countries.

Certifications in AI Ethics

 Industry-led ethical certification for AI teams and tools that meet high standards in fairness, accountability, and privacy. 

Courses in AI Ethics

 We partner with schools, nonprofits, and companies to raise AI literacy. Options include AI ethics training in Canada, board sessions on governance, and introductory AI ethics courses offered online or blended.

How We Do It

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. 

The Playbooks

Based on the 'Algorithm for Holistic Security'
Security: The Right to physical security achieved by cross-border understanding via conscious, equitable representation in security on the the world stage.Prosperity: Promoting resource security through equitable international trade, circular economies (CE), and encouraging high-yield utility.Environment: Implementing nature-based solutions (NBS) and CE to enable clean air, water and food security, and soil integrity.Education: Promoting the representation of cultural narratives evolves the understanding of system functions via critical pedagogy.Innovation: Exchanging beneficial breakthroughs in science & technology to achieve the other goals.

Testimonials

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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