and this is our oz and our kitty. goodness. i think the really odd bit is actually seeing the progression from one person into another. now, this is a really weird, fun thing that has come out of the really serious issue that we are going to be talking about for the rest of the programme, and that is the fact that computers have got much, much better at recognising faces — but not all faces. especially faces that aren't white. 2020 highlighted many inequalities in how we treat each other as humans. inequalities in who could afford to shelter from the virus and who had no choice but to physically go to work. and inequalities in how we are treated by the authorities. the killing of george floyd, the protests that followed and this week's conviction of derek chauvin have reminded us all that racism still exists in our societies, and we all need work together to truly root it out. and it's against this backdrop that we're going to be looking at biases in technology — an industry which has often been criticised for coding our pr