. >> i've never seen someone on twitter saying charles garwood can't work at google.the problem is google is company that is doing programming. .. yes you have free speech but we can also fire you. that doesn't preclude you from you don't fit in our culture anymore. what i think is fascinating this week reached the point that's not what their culture is. still indicative of this transaction will be addressing backing of an idea. >> there is a very valid argument that increases as we become reliant on automation algorithms. you might once be able to love someone responsible for hiring only men or whoever picked an algorithm doing it and now what you talk about the role that transparency might play with some of these issues? >> wwe will let >> we won't let the system do the work. then this goes back to my main question. if you are building this algorithm then you are already making a lot of assumptions about the background and history and all these things that continue injustices. there's a lot of people talking about this. they are outsourcing the decision-making proce