folks watching this and it seems like i could alert on my phone every week about another ransomware attack. is there anything we can do as individuals to protect yourself? that is a tough question because the answer is no. one of my other roles, i am chief advisor for sentinel one. the lighter cybersecurity in history. the market is demanding. of what individuals can do is that they work at companies and their affected by these outages. they can start demanding that we apply modern technology to these solutions are these problems. we kept investing in legacy stuff. the legacy has failed us. we get to where we are today because of the failure of all technology that everyone simply double down on. we cannot hire our way out of this. we ve a skill shortage and we cannot find the number of people that it takes to do this. the u.s. needs have a strong policy about investment in artificial intelligence and machine learning, quantum computing. those are the things that are
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