rights and needs to be changed. hoan ton—tat accepts bias can be a problem but believes the technology needs to be regulated, not banned. we engage with lawmakers a lot, it is up to them to decide what the regulation should be. i think racial bias is a really important issue to look at — i am a person of mixed race myself, i am half asian and australian, so when we look at making the algorithm more accuate, we are thinking about all these ethnicities, southeast asians, asians, african faces to make sure the algorithm is not biased, and i think there are two parts to bias — bias in the policing world and bias in the algorithms, so we worked really hard to make sure that this algorithm works across all demographics. facial recognition technology may be controversial, but it's undoubtably part of fighting crime in the future. it's up to lawmakers