components are doing that she is not aware of. she's calling me up with information i wasn't aware of. that kind of knowledge collaboration from a practices work remotely are in touch about how they are going about implementing ideas and we learn a lot from the ages looks. hopefully they reciprocal learning process but collaboration between the offices, civil liberties production office, it is increasing, you see it in past forces and for and more

ipsilateral lines of communications that have proven salvation a lot of the challenges we are faced with, more so than these characters. >> so is external oversight and it is a challenge in the criminal justice and intelligence arena. we are going to be able to count on overseers in the agency. sitting up privacy oversight board use of a.i.

counterterrorism programs dependent located within the executive branch. and oversight and reports have shed a lot of light programs the program wouldn't otherwise no. >> i have to do. i thought a lot about what greatest thing and also experienced a lot and my biggest concern i think the internal

people, they do a better job than an agency so-called independent because a challenge is you are in exile. i think it's shown tremendous effectivenessthe subject the

same strengths and you share the information a lot. we only have about five more minutes so going to ask panelists. >> i would just say thank you for putting on this event. we have a lot of work to do when it comes to governing a.i. particularly criminal justice.

>> that has been my career for the last 25 years. there's nothing i want to raise, the most effective thing we can do is to a bunch of violence. go out and try and figure out they have a lot of assets and financial considerations. teacher, don't just heard things, start with simple things. use a.i. for documents and then

something more complicated. you were to start with easier things is growing rather than just jumping in, building trust and addressing challenges in support policy development and generate feedback so you can improve going forward. >> yes, there will be annual inventory. [laughter] overall technology changes rapidly. people find new ways to find technology. i know a lot of the conversation today has been on a.i. government needs to be able to

adapt to that so ethical infrastructure cannot means making sure people will they are trained and can you the work will but it also means getting people out the door that have expertise. we have talked about emerging technology. >> it's about the human machine from a human centered design of that interface and making sure they are ultimately the ones taking ownership of this and consistently held responsible.

if we lose public trust, we are democracy and keeping humans accountable trained and engaged. it is the biggest opportunity. >> a full on a.i., that is the start. >> uncontrollable panel. [laughter] >> a great panel, the public and trust and i want to thank you for putting this on. [applause]

>> we are exceptionally lucky. he will take a few questions if you have time, not a long but we will screen them. you done so many things. i told you is probably the only person in congress studying artificial intelligence so a true expert, thank you for coming. >> according. a big overstatement. we hear and have been reading this for many years.

this is my first opportunity seek with you. thank you for taking a day to do a deep dive and no a.i. is being used as the department of justice. the legislative branch about a car dealer in the committee. i get lots of invitation but i've been fascinated in the amount of information available to us and what we can use, see, learn from. we generated more information on june the first 2000 years.

how much information there was that we could not digest or see that causation is and what was there if we were super intelligent so folks for coming up with algorithms, i was fascinated by it.

the science committee in congress which i left. we are getting a.i. stuff there. being an undergraduate, it's allowed me be in the policy conversation capitol hill in the task force for a bunch of years. three and four.

the leader appointed earlier this year. machine learning masters in the democrat who majored in this in the most bipartisan thing on capitol hill. not that warm a place to work but we done everything this year together and trying to be a great role model. we've been able to bring in from the capitalist and is creators

and authors. lots of people, many people in the world. the good news is two weeks ago we met and identified 14 different bills we believe the past and old before letting naia, probably sometime after the election. trying to be the opposite of what we did on social media which is to say nothing.

open a.i. and the notion in part of this came from the head of research and it's too small to compete with these. how we create for the successful researchers and academics and businesses? and it deals with bias problems in the database. going in with an open mind, the

order so they will. it was created by scanning on the the wonderful side the takes and anthony fauci or joe biden but rather actual assault there's one high school teacher in florida and photographs and videos of these kids. the most famous victim but it

turns out happened to her and put together the defined act in the first bill in november and before now, it is not illegal to do sexual deep they of your ex and her boyfriend so this is very necessary. one of the primary reasons i got involved is ten years ago republican friends started a suicide is forced to go along with everything. the number groups of.

great job with pediatricians and nurses asking people, are you about killing yourself once they last returns but i was about to kill myself which was wonderful but the ones we don't know because when you intervene like fault line calls to a three years ago, they had 3000 calls the previous years and how many times did they end up dying, they answer was one. that they knew of the predict

for a small edition of who might be at risk you can find 18 more, maybe we could drop to 45 or 45000 or even less. i'm thrilled you are using this. when you look at the top ten concerns around the world, five have to do with brought in cheating and large criminal networks. ways and means committee, we gave away or invested 800 billion in two those with

unemployment. of get through than any other country in the world. still 60 billing dollars criminal networks and district attorney's. we are only given the benefit of those who deserve it and track down and defeat those networks it would be fun but when children, said team.

i'm not an expert specifically especially from older people build and procure doing this, i have no law enforcement background, i can't give great insight but until you're doing it. one of the bigger bureaucratic x assumptions, a set of four whole new major infrastructure just to do a.i. in the department of

offense and homeland security to do their own thing. we pick up the work you're doing will be very different for you need to develop your own answers and hopefully structure the whole thing together in the biggest way and the highest priority making sure it is funding with the resources it needs. mit and san francisco making tons of money so i get them for a year and make a lot more money, how do we deal with that? the greatest contribution that technology.

the bill of rights was in this framework for a.i. in american history. it will be answering it so that of the most dangerous a.i. path.

thank you very much for the department of justice for figuring out how to use this remarkable new tool i talked to lots of sixth and tenth graders and there were 20 because of what's happening in medicine every single day. [applause]

>> in congress, to 15 minutes to get here this morning. it would 20000 e-mails a year. i suspect correspondent is guarding with a first draft. the problem in china and go back service information about it. conspiracy theories and all over the place, the policy that a lick a.i. will change.

>> what you think the changes will be the last three or four years and will make it much more productive which is quite exciting mentioned the bigger picture about the level of working those it would place a regulatory but there is no sense

coming in from what was the opposite of what they've done is very regulatory so the notion is that some regulation will be great so i've been away for about five years and didn't understand all of any of those systems faster, quicker and better than before. all fluids implementing our immigrants who don't have college education. >> i have a joke and can't remember what was left for what

would you say about guardrails? >> the guardrail on recognition, a bunch of people falsely arrested. we know how the early stuff didn't do a very good job, they bid on law enforcement. one of the few places over the idea of building a lifelong digital id.

the idea that it makes it harder to steal, republican pushback is the 20 step closer to taking over so it's a meaningful debate. >> i'd be curious -- >> please introduce yourself. >> my name is gail. i'm curious, where you feel you diverted how has it surprise you? >> the only one not in blue jeans and a t-shirt.

the mentor for the final. as i got old, surrounded by younger people. he perfect world. >> i haven't had those conversations that are just not provide sense is