The UnBias Fairness Toolkit is a critical and civic thinking tool for exploring how decisions are made by algorithms and the impact that they have on our lives.

Download the FREE UnBias Fairness Toolkit (Zip 18Mb)
Read the Handbook Online

A companion and extension set, commissioned by EY Global Services for exploring ethics and governance in AI systems is now available:

Download the FREE AI for Decision Makers Toolkit (Zip 11Mb)
AI4DM Worksheet only (PDF 400Kb)
Read the Handbooks Online
Watch training & info animations on our YouTube Playlist

Support us on Indiegogo

We are crowdfunding a production run of the new AI For Decision Makers toolkit, with the original UnBias Fairness Toolkit as an optional perk.

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Visit our online store:

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Research Project 2016-18

Proboscis was a partner in the UnBias: Emancipating Users Against Algorithmic Biases for a Trusted Digital Economy project – led by the Horizon Institute at Nottingham University with the Universities of Oxford & Edinburgh and funded by EPSRC (EP/N02785X/1) under the Trust, Identity, Privacy and Security (TIPS) programme.

Proboscis led the co-design of the UnBias Fairness Toolkit – which was launched at the Victoria & Albert Museum's Digital Design Weekend in September 2018.