{"version":"1.0.0","segments":[{"startTime":2.333,"endTime":3.291,"body":"Hi and welcome everyone to"},{"startTime":3.291,"endTime":7.083,"body":"the latest edition"},{"startTime":3.291,"endTime":7.083,"body":"of the reimagined Mobility Podcast series."},{"startTime":7.083,"endTime":10.125,"body":"I'm here with Adam Gross from HarmonEyes."},{"startTime":10.291,"endTime":12.416,"body":"Adam, thank you for joining our show."},{"startTime":12.416,"endTime":14.958,"body":"it's an exciting time"},{"startTime":12.416,"endTime":14.958,"body":"in the automotive space."},{"startTime":14.958,"endTime":17.25,"body":"And at the same time,"},{"startTime":14.958,"endTime":17.25,"body":"we need a lot of help"},{"startTime":17.25,"endTime":21.041,"body":"in a lot of different areas"},{"startTime":17.25,"endTime":21.041,"body":"to make the new technology safer"},{"startTime":21.041,"endTime":24.708,"body":"and better as we reimagine mobility"},{"startTime":21.041,"endTime":24.708,"body":"going into the future."},{"startTime":24.75,"endTime":27.833,"body":"So please explain a little bit"},{"startTime":24.75,"endTime":27.833,"body":"to our listeners and viewers,"},{"startTime":27.958,"endTime":30.208,"body":"where you're coming from,"},{"startTime":27.958,"endTime":30.208,"body":"what is your background,"},{"startTime":30.208,"endTime":33.458,"body":"and then explain to us who is HarmonEyes"},{"startTime":30.208,"endTime":33.458,"body":"and what in the world"},{"startTime":33.458,"endTime":36.291,"body":"are you guys doing to help us"},{"startTime":33.458,"endTime":36.291,"body":"reimagine mobility?"},{"startTime":36.291,"endTime":36.666,"body":"Yeah."},{"startTime":36.666,"endTime":39.958,"body":"First of all, nice to nice to see you,"},{"startTime":36.666,"endTime":39.958,"body":"Stephan, and thanks for having me."},{"startTime":40.125,"endTime":43.708,"body":"so personally,"},{"startTime":40.125,"endTime":43.708,"body":"my story is I'm kind of an entrepreneur."},{"startTime":44.583,"endTime":46.708,"body":"at heart, a number of startups."},{"startTime":46.708,"endTime":48.625,"body":"I'm kind of a veteran at this point."},{"startTime":48.625,"endTime":54.25,"body":"my, my last company, I had sold in 2012,"},{"startTime":48.625,"endTime":54.25,"body":"and, as I was coming off of that,"},{"startTime":54.375,"endTime":57.583,"body":"integration, met my current partner,"},{"startTime":54.375,"endTime":57.583,"body":"Doctor Melissa Hunfalvay."},{"startTime":57.583,"endTime":59.25,"body":"They, on the tennis court."},{"startTime":59.25,"endTime":61.833,"body":"she was a former professional"},{"startTime":59.25,"endTime":61.833,"body":"tennis player from Australia."},{"startTime":61.833,"endTime":65.291,"body":"And we had a good match,"},{"startTime":61.833,"endTime":65.291,"body":"and we wound up talking afterwards,"},{"startTime":65.291,"endTime":67.666,"body":"and she was explaining"},{"startTime":65.291,"endTime":67.666,"body":"how she was looking for a business partner"},{"startTime":67.666,"endTime":70.666,"body":"to help her, with her"},{"startTime":67.666,"endTime":70.666,"body":"work in eye tracking technology."},{"startTime":70.833,"endTime":74.75,"body":"And, Melissa was an eye tracking scientist"},{"startTime":70.833,"endTime":74.75,"body":"at this point."},{"startTime":74.791,"endTime":78.916,"body":"Now, 12 years later, one of the"},{"startTime":74.791,"endTime":78.916,"body":"the leading eye tracking scientists"},{"startTime":78.916,"endTime":80.0,"body":"in the world."},{"startTime":80.0,"endTime":83.0,"body":"and so it was it's an interesting concept,"},{"startTime":80.0,"endTime":83.0,"body":"right?"},{"startTime":83.0,"endTime":86.041,"body":"Basically, we founded,"},{"startTime":83.0,"endTime":86.041,"body":"our parent company, Right Eye."},{"startTime":86.208,"endTime":91.333,"body":"and it was all based on the idea"},{"startTime":86.208,"endTime":91.333,"body":"that there are decades of research"},{"startTime":91.333,"endTime":95.875,"body":"that correlate, someone's eye movement"},{"startTime":91.333,"endTime":95.875,"body":"behavior to their vision, their health,"},{"startTime":96.083,"endTime":100.416,"body":"their performance, and their attention"},{"startTime":96.083,"endTime":100.416,"body":"and the tool the sensor"},{"startTime":100.75,"endTime":104.375,"body":"used to measure that eye movement"},{"startTime":100.75,"endTime":104.375,"body":"behavior is an eye tracking sensor."},{"startTime":104.5,"endTime":110.375,"body":"Now, back in 2012, eye tracking"},{"startTime":104.5,"endTime":110.375,"body":"sensors were big and bulky and expensive."},{"startTime":110.375,"endTime":114.333,"body":"It's usually camera based and,"},{"startTime":110.375,"endTime":114.333,"body":"you know, thanks to Moore's Law."},{"startTime":114.5,"endTime":118.0,"body":"we're now down to,"},{"startTime":114.5,"endTime":118.0,"body":"you know, micro cameras and a chipset"},{"startTime":118.0,"endTime":121.125,"body":"that can fit into really any device."},{"startTime":121.125,"endTime":124.875,"body":"And so the,"},{"startTime":121.125,"endTime":124.875,"body":"eye tracking sensors have perforated,"},{"startTime":125.0,"endTime":129.041,"body":"they're they're I say not ubiquitous yet,"},{"startTime":125.0,"endTime":129.041,"body":"but they're becoming ubiquitous, and"},{"startTime":129.333,"endTime":132.875,"body":"and you're starting to find them"},{"startTime":129.333,"endTime":132.875,"body":"in the cabins of vehicles,"},{"startTime":133.041,"endTime":136.041,"body":"in the cockpits of aircraft."},{"startTime":136.416,"endTime":140.791,"body":"you're finding them in augmented"},{"startTime":136.416,"endTime":140.791,"body":"and virtual reality headsets"},{"startTime":140.916,"endTime":145.625,"body":"you're now starting to see coming out"},{"startTime":140.916,"endTime":145.625,"body":"of Asia, glasses free 3D monitors"},{"startTime":145.625,"endTime":149.75,"body":"that are powered by eye tracking"},{"startTime":145.625,"endTime":149.75,"body":"technology, also tablets and phones."},{"startTime":149.75,"endTime":154.583,"body":"And so back then in, in in 12 years ago"},{"startTime":149.75,"endTime":154.583,"body":"when we started Right Eye,"},{"startTime":154.583,"endTime":159.375,"body":"I we we didn't have this environment"},{"startTime":154.583,"endTime":159.375,"body":"where the sensors were everywhere."},{"startTime":159.625,"endTime":161.958,"body":"So we were forced"},{"startTime":159.625,"endTime":161.958,"body":"to build our own product."},{"startTime":161.958,"endTime":165.0,"body":"And so we wound up"},{"startTime":161.958,"endTime":165.0,"body":"developing a medical device that, that"},{"startTime":165.125,"endTime":166.416,"body":"objective vision testing."},{"startTime":166.416,"endTime":171.166,"body":"And we sold a lot of it to eye care"},{"startTime":166.416,"endTime":171.166,"body":"professionals, neurologists, neuro rehab,"},{"startTime":171.375,"endTime":175.583,"body":"a lot of performance, elite performance"},{"startTime":171.375,"endTime":175.583,"body":"customers like professional sports,"},{"startTime":175.708,"endTime":178.875,"body":"MLB, NBA, and also"},{"startTime":178.875,"endTime":182.0,"body":"elite military,"},{"startTime":178.875,"endTime":182.0,"body":"special operations command, etc.."},{"startTime":182.166,"endTime":185.541,"body":"And so over the last decade,"},{"startTime":182.166,"endTime":185.541,"body":"what we've been able to do"},{"startTime":185.541,"endTime":190.0,"body":"is we've been able to procure"},{"startTime":185.541,"endTime":190.0,"body":"a really large data set, of, I dare"},{"startTime":190.0,"endTime":194.333,"body":"I say, the, the largest, data"},{"startTime":190.0,"endTime":194.333,"body":"set of eye tracking data in the world."},{"startTime":194.333,"endTime":197.541,"body":"And at the same time,"},{"startTime":194.333,"endTime":197.541,"body":"in order to power our medical device"},{"startTime":197.541,"endTime":200.541,"body":"business,"},{"startTime":197.541,"endTime":200.541,"body":"we had to develop a really robust"},{"startTime":200.541,"endTime":204.958,"body":"eye tracking data analytics platform"},{"startTime":200.541,"endTime":204.958,"body":"that took in the data from the sensor"},{"startTime":204.958,"endTime":210.0,"body":"and at the end of the eighth step,"},{"startTime":204.958,"endTime":210.0,"body":"kicked out machine learning and AI models"},{"startTime":210.375,"endTime":215.041,"body":"that delivered outputs"},{"startTime":210.375,"endTime":215.041,"body":"that were meaningful for a medical device."},{"startTime":215.041,"endTime":219.208,"body":"The meaningful outputs were objective"},{"startTime":215.041,"endTime":219.208,"body":"information to do things like diagnose"},{"startTime":219.416,"endTime":222.625,"body":"and also measure,"},{"startTime":219.416,"endTime":222.625,"body":"you know, someone's vision skills."},{"startTime":222.625,"endTime":225.791,"body":"For example,"},{"startTime":222.625,"endTime":225.791,"body":"if it's a performance based use case,"},{"startTime":225.958,"endTime":230.625,"body":"and so about a couple of years ago,"},{"startTime":225.958,"endTime":230.625,"body":"as the proliferation of these sensors"},{"startTime":230.875,"endTime":234.708,"body":"started to grow,"},{"startTime":230.875,"endTime":234.708,"body":"we started getting some phone calls from"},{"startTime":234.708,"endTime":238.75,"body":"some of the big tier one tech firms,"},{"startTime":234.708,"endTime":238.75,"body":"who were developing the headsets"},{"startTime":239.0,"endTime":243.041,"body":"and driver monitoring, companies,"},{"startTime":239.0,"endTime":243.041,"body":"who were developing"},{"startTime":243.041,"endTime":248.416,"body":"in-cabin, systems to monitor the drivers"},{"startTime":243.041,"endTime":248.416,"body":"and also sense, different aspects."},{"startTime":248.708,"endTime":250.0,"body":"And so what we"},{"startTime":250.0,"endTime":253.208,"body":"we kind of took a step back and we said,"},{"startTime":250.0,"endTime":253.208,"body":"okay, what are the challenges here?"},{"startTime":253.208,"endTime":254.541,"body":"And then we're going"},{"startTime":253.208,"endTime":254.541,"body":"to solve these challenges."},{"startTime":254.541,"endTime":255.5,"body":"We don't want to build a"},{"startTime":255.5,"endTime":258.708,"body":"another solution in the,"},{"startTime":255.5,"endTime":258.708,"body":"you know, searching for a problem."},{"startTime":258.708,"endTime":261.583,"body":"We wanted to identify the problems"},{"startTime":258.708,"endTime":261.583,"body":"and build to that."},{"startTime":261.583,"endTime":266.375,"body":"And so what we realized"},{"startTime":261.583,"endTime":266.375,"body":"is that while the sensors were growing"},{"startTime":266.375,"endTime":269.666,"body":"and there were some basic utilities"},{"startTime":266.375,"endTime":269.666,"body":"that were there were being able"},{"startTime":269.666,"endTime":273.208,"body":"to be deployed, such as attention"},{"startTime":269.666,"endTime":273.208,"body":"and focus and things like that."},{"startTime":273.75,"endTime":278.208,"body":"where we shine is on that eye"},{"startTime":273.75,"endTime":278.208,"body":"tracking, the AI and modeling side"},{"startTime":278.208,"endTime":282.291,"body":"and so we were because of the data sets"},{"startTime":278.208,"endTime":282.291,"body":"that we had collected, we're able to train"},{"startTime":282.541,"endTime":288.0,"body":"models, on that data and develop,"},{"startTime":282.541,"endTime":288.0,"body":"predictive models around other user status"},{"startTime":288.041,"endTime":291.208,"body":"on things like fatigue, things"},{"startTime":288.041,"endTime":291.208,"body":"like cognitive load,"},{"startTime":291.375,"endTime":294.125,"body":"that, you know, stress"},{"startTime":291.375,"endTime":294.125,"body":"and things like that anxiety."},{"startTime":294.125,"endTime":296.416,"body":"And, also targeting,"},{"startTime":294.125,"endTime":296.416,"body":"where are you looking?"},{"startTime":296.416,"endTime":300.083,"body":"Situational awareness,"},{"startTime":296.416,"endTime":300.083,"body":"a lot of performance based outcomes."},{"startTime":300.333,"endTime":303.958,"body":"And so we started developing these"},{"startTime":300.333,"endTime":303.958,"body":"AI models and we created"},{"startTime":303.958,"endTime":305.583,"body":"this company called HarmonEyes."},{"startTime":305.583,"endTime":307.083,"body":"we deliver these models."},{"startTime":307.083,"endTime":308.5,"body":"We're rolling it out right now."},{"startTime":308.5,"endTime":312.625,"body":"We deliver it in a really easy"},{"startTime":308.5,"endTime":312.625,"body":"to deploy SDK so you can deploy it"},{"startTime":312.625,"endTime":316.625,"body":"at the edge, which is locally"},{"startTime":312.625,"endTime":316.625,"body":"in a cabin of a vehicle or on a device."},{"startTime":316.625,"endTime":318.625,"body":"It doesn't require cloud technology."},{"startTime":318.625,"endTime":321.333,"body":"it's all it's all under the hood,"},{"startTime":318.625,"endTime":321.333,"body":"if you will."},{"startTime":321.333,"endTime":322.208,"body":"No pun intended."},{"startTime":322.208,"endTime":324.708,"body":"so that was the first problem"},{"startTime":322.208,"endTime":324.708,"body":"that we, that we solved."},{"startTime":324.708,"endTime":328.791,"body":"The second problem is that"},{"startTime":324.708,"endTime":328.791,"body":"we quickly realized when a large tier"},{"startTime":328.791,"endTime":331.791,"body":"one came to us and said, well,"},{"startTime":328.791,"endTime":331.791,"body":"you know what?"},{"startTime":331.916,"endTime":335.666,"body":"We have a five year"},{"startTime":331.916,"endTime":335.666,"body":"R\u0026D pipeline and every,"},{"startTime":335.916,"endTime":338.583,"body":"every,"},{"startTime":335.916,"endTime":338.583,"body":"every and every use case in environment."},{"startTime":338.583,"endTime":341.666,"body":"We're using a slightly different eye"},{"startTime":338.583,"endTime":341.666,"body":"tracking sensor, right."},{"startTime":341.666,"endTime":343.25,"body":"The sampling rate could be different."},{"startTime":343.25,"endTime":345.875,"body":"The precision,"},{"startTime":343.25,"endTime":345.875,"body":"the accuracy, they all can be different."},{"startTime":345.875,"endTime":349.75,"body":"So even in their R\u0026D world,"},{"startTime":345.875,"endTime":349.75,"body":"if they want to deploy eye"},{"startTime":349.75,"endTime":353.416,"body":"tracking functionality"},{"startTime":349.75,"endTime":353.416,"body":"every time they use a different sensor,"},{"startTime":353.541,"endTime":358.458,"body":"or even if an existing existing sensor"},{"startTime":353.541,"endTime":358.458,"body":"has a firmware update, for example,"},{"startTime":358.583,"endTime":362.541,"body":"the specifications of that eye tracker"},{"startTime":358.583,"endTime":362.541,"body":"slightly change or significantly."},{"startTime":362.666,"endTime":368.083,"body":"And so the eye tracking models have to"},{"startTime":362.666,"endTime":368.083,"body":"constantly be revalidated and re verified."},{"startTime":368.375,"endTime":371.375,"body":"And that is just a blocker"},{"startTime":368.375,"endTime":371.375,"body":"for the entire industry,"},{"startTime":371.541,"endTime":375.166,"body":"whether it's other driver"},{"startTime":371.541,"endTime":375.166,"body":"monitoring system, companies"},{"startTime":375.375,"endTime":378.958,"body":"or it's or it's the other application"},{"startTime":375.375,"endTime":378.958,"body":"developers or the manufacturer"},{"startTime":378.958,"endTime":380.833,"body":"hardware manufacturers themselves."},{"startTime":380.833,"endTime":384.458,"body":"And so what we did was about a year ago,"},{"startTime":380.833,"endTime":384.458,"body":"we invented, a solution called the A.C.E."},{"startTime":384.583,"endTime":386.458,"body":"it's an automated conversion engine."},{"startTime":386.458,"endTime":389.291,"body":"And basically what it does"},{"startTime":386.458,"endTime":389.291,"body":"is it normalizes"},{"startTime":389.291,"endTime":393.0,"body":"data from the data signal, data"},{"startTime":389.291,"endTime":393.0,"body":"from any eye tracking sensor"},{"startTime":393.333,"endTime":397.625,"body":"to a to a standard and a format,"},{"startTime":393.333,"endTime":397.625,"body":"a single standard, format,"},{"startTime":397.833,"endTime":401.583,"body":"so that anyone all they have to do"},{"startTime":397.833,"endTime":401.583,"body":"is build to that one standard."},{"startTime":401.583,"endTime":404.666,"body":"And it doesn't matter when they're updates"},{"startTime":401.583,"endTime":404.666,"body":"or when there's new hardware."},{"startTime":404.791,"endTime":406.541,"body":"they can be it can kick and operate."},{"startTime":406.541,"endTime":411.833,"body":"So it's really creating interoperability"},{"startTime":406.541,"endTime":411.833,"body":"for eye tracking for the first time ever."},{"startTime":411.833,"endTime":412.875,"body":"And we really think that's good."},{"startTime":412.875,"endTime":413.916,"body":"That's going to help the industry."},{"startTime":413.916,"endTime":415.583,"body":"So these are the two solutions"},{"startTime":415.583,"endTime":419.291,"body":"or two areas rather that we're that"},{"startTime":415.583,"endTime":419.291,"body":"we're targeting who's very interested."},{"startTime":419.333,"endTime":424.041,"body":"You really created a not only a model"},{"startTime":419.333,"endTime":424.041,"body":"to identify the different scenarios"},{"startTime":424.041,"endTime":427.916,"body":"of how somebody eye looks and, and what,"},{"startTime":424.041,"endTime":427.916,"body":"what information you can get out of it,"},{"startTime":427.916,"endTime":429.375,"body":"but also that it's really,"},{"startTime":429.375,"endTime":433.416,"body":"agnostic to whatever hardware or sensor"},{"startTime":429.375,"endTime":433.416,"body":"it's working with."},{"startTime":433.416,"endTime":434.375,"body":"It's interesting."},{"startTime":434.375,"endTime":435.666,"body":"So the one thing before"},{"startTime":435.666,"endTime":439.416,"body":"I jump back into mobility,"},{"startTime":435.666,"endTime":439.416,"body":"because basketball is dear to my heart,"},{"startTime":439.791,"endTime":444.208,"body":"what would an NBA player need to know"},{"startTime":439.791,"endTime":444.208,"body":"about his eye tracking in baseball?"},{"startTime":444.208,"endTime":446.208,"body":"Again, that the ball is coming."},{"startTime":444.208,"endTime":446.208,"body":"You got to hit it."},{"startTime":446.208,"endTime":447.708,"body":"But basketball we talk."},{"startTime":447.708,"endTime":450.125,"body":"What are we talking there fatigue"},{"startTime":447.708,"endTime":450.125,"body":"or some of these other things."},{"startTime":450.125,"endTime":452.625,"body":"You talked about it."},{"startTime":450.125,"endTime":452.625,"body":"What are they trying to improve."},{"startTime":452.625,"endTime":453.041,"body":"Yeah."},{"startTime":453.041,"endTime":456.458,"body":"So for for sports it's it's like military."},{"startTime":456.458,"endTime":457.875,"body":"You're performing different tasks."},{"startTime":457.875,"endTime":461.958,"body":"If I'm a point guard on the"},{"startTime":457.875,"endTime":461.958,"body":"basketball court, I've got a different"},{"startTime":462.166,"endTime":465.75,"body":"skill set that I need as opposed to"},{"startTime":462.166,"endTime":465.75,"body":"someone that's shooting a free throw."},{"startTime":465.916,"endTime":467.458,"body":"someone that's shooting a free throw."},{"startTime":467.458,"endTime":469.5,"body":"and you're going to follow that."},{"startTime":469.5,"endTime":471.375,"body":"You need to fixate. Right."},{"startTime":471.375,"endTime":474.125,"body":"And the science shows"},{"startTime":471.375,"endTime":474.125,"body":"that you fix it on the front of that ramp."},{"startTime":474.125,"endTime":475.625,"body":"So if we can identify that, you fix it"},{"startTime":475.625,"endTime":477.875,"body":"on the front of that rim,"},{"startTime":475.625,"endTime":477.875,"body":"your percentage is going to go up."},{"startTime":477.875,"endTime":481.291,"body":"If I'm a point guard"},{"startTime":477.875,"endTime":481.291,"body":"and I'm driving down the the court,"},{"startTime":481.625,"endTime":486.416,"body":"my scanning ability and recognition"},{"startTime":481.625,"endTime":486.416,"body":"need to be really top notch, right?"},{"startTime":486.458,"endTime":488.083,"body":"I need to be on the court."},{"startTime":488.083,"endTime":491.875,"body":"I need to be looking for players"},{"startTime":488.083,"endTime":491.875,"body":"who are open or who are going to be open"},{"startTime":491.875,"endTime":494.041,"body":"as they're moving,"},{"startTime":491.875,"endTime":494.041,"body":"where there's no defenders."},{"startTime":494.041,"endTime":498.125,"body":"And, and this translates"},{"startTime":494.041,"endTime":498.125,"body":"even into military, right, where our,"},{"startTime":498.125,"endTime":502.5,"body":"our customers are starting"},{"startTime":498.125,"endTime":502.5,"body":"to, to, assess vision skills"},{"startTime":502.791,"endTime":506.333,"body":"and, steer certain warfighters"},{"startTime":502.791,"endTime":506.333,"body":"in different directions."},{"startTime":506.333,"endTime":510.958,"body":"If I have strong fixation"},{"startTime":506.333,"endTime":510.958,"body":"stability skills for long periods of time,"},{"startTime":511.125,"endTime":514.083,"body":"I may have come in"},{"startTime":511.125,"endTime":514.083,"body":"wanting to drive the Humvee, right."},{"startTime":514.083,"endTime":516.791,"body":"But I'm going to be better"},{"startTime":514.083,"endTime":516.791,"body":"suited to be a sniper. Right?"},{"startTime":516.791,"endTime":518.958,"body":"And and if I don't, and vice versa."},{"startTime":518.958,"endTime":522.166,"body":"I, you know, if I've got really good"},{"startTime":518.958,"endTime":522.166,"body":"scanning and recognition ability,"},{"startTime":522.333,"endTime":525.375,"body":"and situational awareness,"},{"startTime":522.333,"endTime":525.375,"body":"they may put me as driving"},{"startTime":525.375,"endTime":528.375,"body":"the Humvee, searching for IEDs"},{"startTime":525.375,"endTime":528.375,"body":"on the side of the road."},{"startTime":528.416,"endTime":531.416,"body":"So you can see how this translates"},{"startTime":528.416,"endTime":531.416,"body":"to performance driving."},{"startTime":532.208,"endTime":534.416,"body":"and also everyday driving."},{"startTime":534.416,"endTime":536.833,"body":"And these are skills"},{"startTime":534.416,"endTime":536.833,"body":"that are absolutely needed"},{"startTime":536.833,"endTime":539.791,"body":"not just to mitigate risk"},{"startTime":536.833,"endTime":539.791,"body":"but to improve performance."},{"startTime":539.791,"endTime":542.416,"body":"and so"},{"startTime":539.791,"endTime":542.416,"body":"and I want to mention one other thing."},{"startTime":542.416,"endTime":544.333,"body":"So you start to think about"},{"startTime":544.333,"endTime":547.333,"body":"maybe not the performance part"},{"startTime":544.333,"endTime":547.333,"body":"that we just talked about, but"},{"startTime":547.416,"endTime":551.875,"body":"some of the real critical aspects"},{"startTime":547.416,"endTime":551.875,"body":"like like overload, and fatigue."},{"startTime":552.208,"endTime":552.541,"body":"Right."},{"startTime":552.541,"endTime":556.5,"body":"It's not enough just to identify the stuff"},{"startTime":552.541,"endTime":556.5,"body":"on your fatigue."},{"startTime":556.791,"endTime":558.208,"body":"Like, of course you are."},{"startTime":558.208,"endTime":559.833,"body":"You're already experiencing it, right?"},{"startTime":559.833,"endTime":562.875,"body":"You probably are already suffering"},{"startTime":559.833,"endTime":562.875,"body":"from the symptoms of fatigue,"},{"startTime":562.875,"endTime":566.25,"body":"which is creating risk"},{"startTime":562.875,"endTime":566.25,"body":"for you and others, others on the road."},{"startTime":566.458,"endTime":569.333,"body":"So one of the really amazing things"},{"startTime":566.458,"endTime":569.333,"body":"that our models do"},{"startTime":569.333,"endTime":570.916,"body":"is they predict it ahead of time."},{"startTime":570.916,"endTime":574.458,"body":"So there's a constant stream of you"},{"startTime":574.458,"endTime":577.541,"body":"as a driver"},{"startTime":574.458,"endTime":577.541,"body":"and it's low, medium and high fatigue."},{"startTime":577.833,"endTime":582.666,"body":"And so what we allow you to do"},{"startTime":577.833,"endTime":582.666,"body":"or the platform behind it, the driver"},{"startTime":582.666,"endTime":587.0,"body":"monitoring system is"},{"startTime":582.666,"endTime":587.0,"body":"we actually give you the time predictor"},{"startTime":587.166,"endTime":589.041,"body":"that if you continue on this track,"},{"startTime":589.041,"endTime":592.333,"body":"then in say, 65 seconds, you're"},{"startTime":589.041,"endTime":592.333,"body":"going to go from medium to high fatigue."},{"startTime":592.625,"endTime":596.25,"body":"And what that allows the platform to do"},{"startTime":592.625,"endTime":596.25,"body":"is to preprogram certain"},{"startTime":596.25,"endTime":600.416,"body":"interventions or corrective actions"},{"startTime":596.25,"endTime":600.416,"body":"so that you don't get to that point."},{"startTime":600.416,"endTime":605.166,"body":"So we've we've all kind of experienced,"},{"startTime":600.416,"endTime":605.166,"body":"if you have a newer, newer model vehicle"},{"startTime":605.5,"endTime":608.208,"body":"and you have got the"},{"startTime":605.5,"endTime":608.208,"body":"the sensor turned on, that if you're"},{"startTime":608.208,"endTime":611.583,"body":"kind of veering into the lane,"},{"startTime":608.208,"endTime":611.583,"body":"you get the haptic feedback."},{"startTime":611.583,"endTime":614.041,"body":"You know, I turn mine off"},{"startTime":611.583,"endTime":614.041,"body":"because it happens in the wrong time."},{"startTime":614.041,"endTime":616.125,"body":"Get a says,"},{"startTime":614.041,"endTime":616.125,"body":"get a cup of coffee, whatever it is."},{"startTime":616.125,"endTime":619.083,"body":"That's a responsive sort of, feedback."},{"startTime":619.083,"endTime":619.875,"body":"Right now,"},{"startTime":619.875,"endTime":623.75,"body":"I'm already in the middle of the lane,"},{"startTime":619.875,"endTime":623.75,"body":"so the damage may already have been done."},{"startTime":623.958,"endTime":627.416,"body":"So the beautiful thing about what we do is"},{"startTime":623.958,"endTime":627.416,"body":"we actually, can predict it"},{"startTime":627.416,"endTime":632.708,"body":"ahead of time and so we can prevent,"},{"startTime":627.416,"endTime":632.708,"body":"you know, that adverse, affect happening."},{"startTime":633.0,"endTime":634.791,"body":"you talk about projecting it"},{"startTime":634.791,"endTime":639.083,"body":"right ahead of time, which to me"},{"startTime":634.791,"endTime":639.083,"body":"could solve a lot of challenges"},{"startTime":639.083,"endTime":643.458,"body":"we see today in level two"},{"startTime":639.083,"endTime":643.458,"body":"plus some level three type applications."},{"startTime":643.458,"endTime":645.625,"body":"I drive a vehicle with a level two plus,"},{"startTime":645.625,"endTime":649.833,"body":"and there's sometimes this eye tracking"},{"startTime":645.625,"endTime":649.833,"body":"is great, at least for what it does right?"},{"startTime":649.833,"endTime":652.916,"body":"Keep your eyes on the road"},{"startTime":649.833,"endTime":652.916,"body":"or the system turns off."},{"startTime":653.083,"endTime":656.291,"body":"And sometimes it tells me,"},{"startTime":653.083,"endTime":656.291,"body":"hey, your pay attention to the road."},{"startTime":656.291,"endTime":658.25,"body":"Or I'm like, I am. I'm like laser focus."},{"startTime":658.25,"endTime":660.166,"body":"Like I'm staring at the camera right now."},{"startTime":660.166,"endTime":661.583,"body":"I don't know what you're"},{"startTime":660.166,"endTime":661.583,"body":"talking about. Right?"},{"startTime":661.583,"endTime":663.875,"body":"And then I figure out is in my sunglasses."},{"startTime":663.875,"endTime":667.666,"body":"Is it a sun shining in my face,"},{"startTime":663.875,"endTime":667.666,"body":"or is it something different?"},{"startTime":667.666,"endTime":671.041,"body":"You know, I don't know,"},{"startTime":667.666,"endTime":671.041,"body":"but back to the prediction ability."},{"startTime":671.375,"endTime":674.041,"body":"Adam, tell me, is is this are we talking?"},{"startTime":674.041,"endTime":677.041,"body":"I can tell you that in two minutes"},{"startTime":674.041,"endTime":677.041,"body":"you're going to be too tired"},{"startTime":677.083,"endTime":679.625,"body":"or you have a certain level"},{"startTime":677.083,"endTime":679.625,"body":"where maybe an OEM"},{"startTime":679.625,"endTime":682.791,"body":"wants to create an application"},{"startTime":679.625,"endTime":682.791,"body":"that says, hey, we're concerned."},{"startTime":682.958,"endTime":685.416,"body":"What? What's the time?"},{"startTime":682.958,"endTime":685.416,"body":"You can predict it, right?"},{"startTime":685.416,"endTime":688.791,"body":"I mean, is it something"},{"startTime":685.416,"endTime":688.791,"body":"that is like an hour ahead of time?"},{"startTime":688.791,"endTime":690.041,"body":"Is it ten minutes?"},{"startTime":690.041,"endTime":695.0,"body":"So share a little bit of light on that"},{"startTime":690.041,"endTime":695.0,"body":"on this very fascinating, technology"},{"startTime":695.0,"endTime":695.625,"body":"you have."},{"startTime":695.625,"endTime":696.041,"body":"Yeah."},{"startTime":696.041,"endTime":699.291,"body":"So so let's just take overload"},{"startTime":696.041,"endTime":699.291,"body":"for an example."},{"startTime":699.458,"endTime":702.5,"body":"our current overload"},{"startTime":699.458,"endTime":702.5,"body":"models are predicting,"},{"startTime":702.666,"endTime":705.666,"body":"it at about anywhere from 30 to 60s out."},{"startTime":705.708,"endTime":705.958,"body":"Okay."},{"startTime":705.958,"endTime":710.666,"body":"and so, like I said,"},{"startTime":705.958,"endTime":710.666,"body":"the way the SDK output is, is working"},{"startTime":710.666,"endTime":714.208,"body":"is that there's a constant feed,"},{"startTime":710.666,"endTime":714.208,"body":"constant output of,"},{"startTime":714.458,"endTime":718.25,"body":"you know, Stephan has is driving"},{"startTime":714.458,"endTime":718.25,"body":"the vehicle and it's low, medium or high."},{"startTime":718.25,"endTime":720.625,"body":"So you're you're in low mode forever."},{"startTime":720.625,"endTime":721.916,"body":"This there's going on your great right."},{"startTime":721.916,"endTime":724.541,"body":"Even you may be"},{"startTime":721.916,"endTime":724.541,"body":"medium but that's okay too."},{"startTime":725.541,"endTime":725.875,"body":"right."},{"startTime":725.875,"endTime":729.625,"body":"And there may be an opportunity"},{"startTime":725.875,"endTime":729.625,"body":"for you to create a custom setting, right."},{"startTime":729.625,"endTime":733.041,"body":"Or, or the manufacturer to that"},{"startTime":729.625,"endTime":733.041,"body":"to create a custom setting."},{"startTime":733.041,"endTime":734.833,"body":"It depends on where things go."},{"startTime":734.833,"endTime":736.208,"body":"so you could have some control over it."},{"startTime":736.208,"endTime":738.208,"body":"But let's just say, for example,"},{"startTime":736.208,"endTime":738.208,"body":"you're really concerned"},{"startTime":738.208,"endTime":741.583,"body":"when you go from medium"},{"startTime":738.208,"endTime":741.583,"body":"load to overload, okay?"},{"startTime":741.583,"endTime":744.125,"body":"Because that's"},{"startTime":741.583,"endTime":744.125,"body":"when bad, bad things happen. Yeah."},{"startTime":744.125,"endTime":748.291,"body":"and so we will"},{"startTime":744.125,"endTime":748.291,"body":"we can predict 30 to 60 seconds out"},{"startTime":748.541,"endTime":753.25,"body":"that you're going to experience overload"},{"startTime":748.541,"endTime":753.25,"body":"if you continue on this track."},{"startTime":753.541,"endTime":756.958,"body":"And so what that allows the what that we"},{"startTime":757.083,"endTime":761.875,"body":"we enable is a pre"},{"startTime":757.083,"endTime":761.875,"body":"programing of certain corrective actions."},{"startTime":762.041,"endTime":765.625,"body":"So whether it's a haptic feedback,"},{"startTime":762.041,"endTime":765.625,"body":"whether it's a physical,"},{"startTime":765.75,"endTime":768.958,"body":"reaction from the vehicle, audible noise,"},{"startTime":765.75,"endTime":768.958,"body":"something like."},{"startTime":768.958,"endTime":769.916,"body":"Yeah, exactly."},{"startTime":769.916,"endTime":773.291,"body":"And you know, I know we're talking"},{"startTime":769.916,"endTime":773.291,"body":"about vehicles now, but you know, I,"},{"startTime":773.583,"endTime":777.166,"body":"I look at mobility and that's in,"},{"startTime":773.583,"endTime":777.166,"body":"you know, in, in, in other environments"},{"startTime":777.166,"endTime":779.083,"body":"as well like aviation. Right."},{"startTime":779.083,"endTime":785.0,"body":"So whether I'm flying a Boeing Boeing"},{"startTime":779.083,"endTime":785.0,"body":"757 or F-35, I also want to know before"},{"startTime":785.166,"endTime":789.125,"body":"I'm going to be overloaded because now"},{"startTime":785.166,"endTime":789.125,"body":"my risk profile is is different."},{"startTime":789.291,"endTime":790.416,"body":"Yeah. It's interesting."},{"startTime":790.416,"endTime":792.75,"body":"So then in the industry"},{"startTime":790.416,"endTime":792.75,"body":"has been challenged"},{"startTime":792.75,"endTime":794.75,"body":"with for the last 20, 20 plus years"},{"startTime":794.75,"endTime":798.708,"body":"that I've been in the least involved"},{"startTime":794.75,"endTime":798.708,"body":"with somewhat of a driver monitoring it."},{"startTime":798.708,"endTime":803.25,"body":"Back then we didn't call it necessarily"},{"startTime":798.708,"endTime":803.25,"body":"that, but oftentimes it was drug"},{"startTime":803.25,"endTime":808.333,"body":"impaired, alcohol impaired, you know,"},{"startTime":803.25,"endTime":808.333,"body":"how can you not allow somebody to drive?"},{"startTime":808.5,"endTime":809.333,"body":"Well, it's, you know, a"},{"startTime":809.333,"endTime":813.5,"body":"breathalyzer test, very elaborate,"},{"startTime":809.333,"endTime":813.5,"body":"trying to integrate this into a car, etc.."},{"startTime":813.833,"endTime":815.625,"body":"are we talking with your technology?"},{"startTime":815.625,"endTime":820.333,"body":"You can tell as soon as somebody sits"},{"startTime":815.625,"endTime":820.333,"body":"in, he, he or she is as consumed"},{"startTime":820.333,"endTime":825.166,"body":"too much alcohol as potentially"},{"startTime":820.333,"endTime":825.166,"body":"a drug overdose, I don't know,"},{"startTime":825.166,"endTime":830.583,"body":"potentially is close to having"},{"startTime":825.166,"endTime":830.583,"body":"a heart attack even or, or passing out."},{"startTime":830.583,"endTime":833.916,"body":"Are we are we literally talking"},{"startTime":830.583,"endTime":833.916,"body":"that that level of capability."},{"startTime":834.083,"endTime":837.291,"body":"So from our perspective"},{"startTime":834.083,"endTime":837.291,"body":"the data does all the talking."},{"startTime":837.291,"endTime":838.625,"body":"That's the ground truth, right."},{"startTime":838.625,"endTime":840.166,"body":"And so I mentioned earlier"},{"startTime":840.166,"endTime":843.833,"body":"that we have collected this"},{"startTime":840.166,"endTime":843.833,"body":"massive repository of eye movement data."},{"startTime":844.0,"endTime":849.041,"body":"Now we've got a large data set of folks"},{"startTime":844.0,"endTime":849.041,"body":"who have cognitive load fatigue."},{"startTime":849.291,"endTime":849.666,"body":"Right."},{"startTime":849.666,"endTime":851.833,"body":"We understand situational fairness"},{"startTime":849.666,"endTime":851.833,"body":"and all that"},{"startTime":851.833,"endTime":853.875,"body":"because of the performance data"},{"startTime":851.833,"endTime":853.875,"body":"that we've got."},{"startTime":853.875,"endTime":858.958,"body":"We've got a whole a number of data sets"},{"startTime":853.875,"endTime":858.958,"body":"around health and vision related, issues."},{"startTime":859.25,"endTime":863.166,"body":"And so, and we haven't really gone down"},{"startTime":859.25,"endTime":863.166,"body":"the path of creating,"},{"startTime":863.166,"endTime":866.375,"body":"like using that"},{"startTime":863.166,"endTime":866.375,"body":"to create a clinical diagnostic tool."},{"startTime":866.541,"endTime":871.041,"body":"but we are talking to potential partners"},{"startTime":866.541,"endTime":871.041,"body":"who, who would do that?"},{"startTime":871.041,"endTime":873.541,"body":"And, and partner with us. Right."},{"startTime":873.541,"endTime":877.541,"body":"we create the models and they'd go out and"},{"startTime":873.541,"endTime":877.541,"body":"create those, those diagnostic products."},{"startTime":877.916,"endTime":879.791,"body":"That being said, screening."},{"startTime":879.791,"endTime":880.208,"body":"Right."},{"startTime":880.208,"endTime":882.958,"body":"And creating having"},{"startTime":880.208,"endTime":882.958,"body":"those biomarkers are really important."},{"startTime":882.958,"endTime":887.208,"body":"And so some of the data sets"},{"startTime":882.958,"endTime":887.208,"body":"that we've got, where we understand"},{"startTime":887.208,"endTime":892.291,"body":"if someone, for example, is"},{"startTime":887.208,"endTime":892.291,"body":"we know what the ocular motor function,"},{"startTime":892.291,"endTime":896.166,"body":"which is the the micro eye movements,"},{"startTime":892.291,"endTime":896.166,"body":"the signature of someone"},{"startTime":896.458,"endTime":898.375,"body":"is having a stroke, having a stroke."},{"startTime":898.375,"endTime":899.833,"body":"Okay. Or migraine."},{"startTime":899.833,"endTime":902.958,"body":"we actually have a large data"},{"startTime":899.833,"endTime":902.958,"body":"set around movement disorders."},{"startTime":902.958,"endTime":906.75,"body":"So things like Parkinson's disease,"},{"startTime":902.958,"endTime":906.75,"body":"we've we've partnered with MIT"},{"startTime":906.958,"endTime":910.916,"body":"where we've collected data all around Lyme"},{"startTime":906.958,"endTime":910.916,"body":"disease, and with University"},{"startTime":910.916,"endTime":914.25,"body":"of Miami Medical School"},{"startTime":910.916,"endTime":914.25,"body":"for mild cognitive impairment."},{"startTime":914.458,"endTime":919.625,"body":"So we we do have a whole other clinical,"},{"startTime":914.458,"endTime":919.625,"body":"set of data"},{"startTime":919.791,"endTime":924.375,"body":"where we can deliver"},{"startTime":919.791,"endTime":924.375,"body":"predictive models for folks"},{"startTime":924.375,"endTime":928.375,"body":"who start to look like someone"},{"startTime":924.375,"endTime":928.375,"body":"who is having an active stroke."},{"startTime":928.375,"endTime":930.583,"body":"Yeah. And that's, that's a, that's that's."},{"startTime":930.583,"endTime":935.75,"body":"So hopefully that addresses your question"},{"startTime":930.583,"endTime":935.75,"body":"now are we are we ready to deliver it."},{"startTime":935.916,"endTime":938.625,"body":"We're ready to to to to train the models."},{"startTime":938.625,"endTime":939.708,"body":"Sure. And develop it."},{"startTime":939.708,"endTime":942.458,"body":"And really at this point"},{"startTime":939.708,"endTime":942.458,"body":"because of our infrastructure,"},{"startTime":942.458,"endTime":945.708,"body":"we can do it pretty much faster"},{"startTime":942.458,"endTime":945.708,"body":"than anyone because we've got the data"},{"startTime":946.0,"endTime":949.916,"body":"and we've got the data analytics platform,"},{"startTime":946.0,"endTime":949.916,"body":"the AI modeling platform,"},{"startTime":950.125,"endTime":953.125,"body":"so we could deliver a lot of those models"},{"startTime":950.125,"endTime":953.125,"body":"in just months."},{"startTime":953.125,"endTime":957.083,"body":"we just need the right partnerships"},{"startTime":953.125,"endTime":957.083,"body":"to prioritize the interest."},{"startTime":957.166,"endTime":960.666,"body":"And, and then let's quickly go back before"},{"startTime":957.166,"endTime":960.666,"body":"I want to look forward again."},{"startTime":960.833,"endTime":964.166,"body":"I mentioned before in my cover example,"},{"startTime":960.833,"endTime":964.166,"body":"I feel like certainly when"},{"startTime":964.166,"endTime":967.375,"body":"I have sunglasses"},{"startTime":964.166,"endTime":967.375,"body":"on, it's a little more challenging,"},{"startTime":967.5,"endTime":970.5,"body":"I would assume,"},{"startTime":967.5,"endTime":970.5,"body":"but want to know from you to you."},{"startTime":970.5,"endTime":971.458,"body":"It doesn't matter"},{"startTime":971.458,"endTime":975.291,"body":"if somebody has sunglasses or not,"},{"startTime":971.458,"endTime":975.291,"body":"at least to your data and your algorithm."},{"startTime":975.291,"endTime":976.041,"body":"It doesn't."},{"startTime":976.041,"endTime":980.166,"body":"It probably depends on how good the camera"},{"startTime":976.041,"endTime":980.166,"body":"is to try and get to the eye."},{"startTime":980.208,"endTime":981.875,"body":"Right to be able to see."},{"startTime":981.875,"endTime":984.958,"body":"Would that be a fair statement"},{"startTime":981.875,"endTime":984.958,"body":"that is completely accurate."},{"startTime":985.166,"endTime":990.083,"body":"and so what we do is"},{"startTime":985.166,"endTime":990.083,"body":"we take in the signal data, right?"},{"startTime":990.083,"endTime":994.625,"body":"The sensor has to work"},{"startTime":990.083,"endTime":994.625,"body":"where we're assuming that in a vehicle,"},{"startTime":994.833,"endTime":998.083,"body":"those sensors have been tested"},{"startTime":994.833,"endTime":998.083,"body":"for years up and down"},{"startTime":998.333,"endTime":1001.416,"body":"in, in various environments"},{"startTime":998.333,"endTime":1001.416,"body":"when the driver is looking"},{"startTime":1001.625,"endTime":1004.958,"body":"left, right, we've seen environments"},{"startTime":1001.625,"endTime":1004.958,"body":"where there's a sensor right in front"},{"startTime":1005.166,"endTime":1008.333,"body":"and the dashboard face front"},{"startTime":1005.166,"endTime":1008.333,"body":"facing on the left side."},{"startTime":1008.333,"endTime":1009.541,"body":"On the right side."},{"startTime":1009.541,"endTime":1014.083,"body":"We also are seeing you know,"},{"startTime":1009.541,"endTime":1014.083,"body":"multimodal sensors right where you're"},{"startTime":1014.083,"endTime":1017.916,"body":"they're also looking at facial patterns"},{"startTime":1014.083,"endTime":1017.916,"body":"and they're looking at head movement,"},{"startTime":1017.916,"endTime":1020.75,"body":"things like that."},{"startTime":1017.916,"endTime":1020.75,"body":"we focus on eye movement."},{"startTime":1020.75,"endTime":1024.458,"body":"so as long as we get a good quality"},{"startTime":1020.75,"endTime":1024.458,"body":"data signal"},{"startTime":1024.666,"endTime":1028.0,"body":"or signal data, we can run our models,"},{"startTime":1024.666,"endTime":1028.0,"body":"and it does not matter."},{"startTime":1028.458,"endTime":1032.291,"body":"even just speaking from experience,"},{"startTime":1028.458,"endTime":1032.291,"body":"with our medical device,"},{"startTime":1032.291,"endTime":1036.166,"body":"which is a remote tablet device,"},{"startTime":1032.291,"endTime":1036.166,"body":"we're able to track and most eye"},{"startTime":1036.166,"endTime":1040.375,"body":"tracking sensors are able to track through"},{"startTime":1036.166,"endTime":1040.375,"body":"wearing sunglasses"},{"startTime":1040.375,"endTime":1043.916,"body":"or corrective lenses,"},{"startTime":1040.375,"endTime":1043.916,"body":"lenses, everything interesting."},{"startTime":1044.041,"endTime":1048.958,"body":"So then let's again to the true"},{"startTime":1044.041,"endTime":1048.958,"body":"meaning of our podcast Reimagine Mobility."},{"startTime":1049.125,"endTime":1053.666,"body":"What what can you reimagine"},{"startTime":1049.125,"endTime":1053.666,"body":"with this technology going forward?"},{"startTime":1053.666,"endTime":1057.541,"body":"I mean, it sounds like you pretty much"},{"startTime":1053.666,"endTime":1057.541,"body":"you already everything that from"},{"startTime":1057.541,"endTime":1061.166,"body":"an industry perspective is one of"},{"startTime":1057.541,"endTime":1061.166,"body":"the challenges are eye tracking, eyes,"},{"startTime":1061.458,"endTime":1065.875,"body":"preventing accidents, or at least giving"},{"startTime":1061.458,"endTime":1065.875,"body":"even more advanced warning that"},{"startTime":1066.0,"endTime":1070.125,"body":"an autonomous vehicle or,"},{"startTime":1066.0,"endTime":1070.125,"body":"a level two, level two plus level three."},{"startTime":1070.375,"endTime":1074.666,"body":"Hey, you may need to take over here"},{"startTime":1070.375,"endTime":1074.666,"body":"and disable the autonomous features."},{"startTime":1074.875,"endTime":1077.25,"body":"What do you see next, Adam?"},{"startTime":1074.875,"endTime":1077.25,"body":"And where is this?"},{"startTime":1077.25,"endTime":1079.0,"body":"Where is this thing going next?"},{"startTime":1079.0,"endTime":1080.083,"body":"Well, for us next."},{"startTime":1080.083,"endTime":1081.708,"body":"it's securing those relationships"},{"startTime":1081.708,"endTime":1084.708,"body":"that allow us to deploy these models"},{"startTime":1081.708,"endTime":1084.708,"body":"that we've, that we've developed."},{"startTime":1084.708,"endTime":1086.208,"body":"And we're just starting to do that."},{"startTime":1086.208,"endTime":1090.041,"body":"And so we want to see our models out there"},{"startTime":1086.208,"endTime":1090.041,"body":"in the world"},{"startTime":1090.25,"endTime":1095.0,"body":"saving lives and helping"},{"startTime":1090.25,"endTime":1095.0,"body":"improve performance, and mitigating risk."},{"startTime":1095.0,"endTime":1096.5,"body":"And that's really what we're about."},{"startTime":1096.5,"endTime":1100.625,"body":"So the the next year or two for us"},{"startTime":1096.5,"endTime":1100.625,"body":"is going to be about,"},{"startTime":1100.75,"endTime":1102.625,"body":"and we see it in two ways, right?"},{"startTime":1102.625,"endTime":1103.583,"body":"We can work with,"},{"startTime":1103.583,"endTime":1107.375,"body":"with with vendors who are developing"},{"startTime":1103.583,"endTime":1107.375,"body":"these driver monitoring systems."},{"startTime":1107.625,"endTime":1108.291,"body":"Right."},{"startTime":1108.291,"endTime":1111.208,"body":"They're building, cohesive systems."},{"startTime":1111.208,"endTime":1114.25,"body":"And eye tracking is important,"},{"startTime":1111.208,"endTime":1114.25,"body":"but they may not go as deep as we do"},{"startTime":1114.25,"endTime":1115.0,"body":"in the eye tracking."},{"startTime":1115.0,"endTime":1118.458,"body":"So we can license our, our models"},{"startTime":1115.0,"endTime":1118.458,"body":"to, to to those folks."},{"startTime":1118.666,"endTime":1124.291,"body":"and, and so what I see is kind of"},{"startTime":1118.666,"endTime":1124.291,"body":"a two way, really a three step approach."},{"startTime":1124.291,"endTime":1124.541,"body":"Right?"},{"startTime":1124.541,"endTime":1128.833,"body":"So the first step is some of the,"},{"startTime":1124.541,"endTime":1128.833,"body":"the tracking of the user statuses,"},{"startTime":1128.958,"endTime":1132.958,"body":"like things like fatigue"},{"startTime":1128.958,"endTime":1132.958,"body":"and cognitive load, situational awareness,"},{"startTime":1133.083,"endTime":1134.833,"body":"targeting distraction."},{"startTime":1134.833,"endTime":1136.5,"body":"Some of that we call them basics."},{"startTime":1136.5,"endTime":1137.833,"body":"I know they're not, but,"},{"startTime":1137.833,"endTime":1139.333,"body":"what we're really we're really"},{"startTime":1139.333,"endTime":1142.708,"body":"we're really strong at"},{"startTime":1139.333,"endTime":1142.708,"body":"the second part is kind of along the lines"},{"startTime":1142.708,"endTime":1145.833,"body":"of what you talked about"},{"startTime":1142.708,"endTime":1145.833,"body":"is that if there are clinical issues"},{"startTime":1145.833,"endTime":1148.916,"body":"that are happening to a driver,"},{"startTime":1145.833,"endTime":1148.916,"body":"being able to anticipate that"},{"startTime":1148.916,"endTime":1152.791,"body":"and taking appropriate interventions"},{"startTime":1148.916,"endTime":1152.791,"body":"in order to prevent an accident."},{"startTime":1152.916,"endTime":1156.541,"body":"and we see that"},{"startTime":1152.916,"endTime":1156.541,"body":"in, in, in all sorts of mobility."},{"startTime":1156.541,"endTime":1158.458,"body":"We also see it in the training side."},{"startTime":1158.458,"endTime":1159.5,"body":"Right. So,"},{"startTime":1159.5,"endTime":1163.875,"body":"you know, dealing with big heavy equipment"},{"startTime":1159.5,"endTime":1163.875,"body":"manufacturers and machinery, right."},{"startTime":1163.916,"endTime":1167.958,"body":"Operators of that, you know, maybe,"},{"startTime":1163.916,"endTime":1167.958,"body":"maybe you don't want to take"},{"startTime":1167.958,"endTime":1171.125,"body":"that earthmoving machine"},{"startTime":1167.958,"endTime":1171.125,"body":"on to the quarry for training."},{"startTime":1171.291,"endTime":1175.625,"body":"You want to do it in an augmented"},{"startTime":1171.291,"endTime":1175.625,"body":"or extended reality environment"},{"startTime":1175.791,"endTime":1180.041,"body":"so that if they if they have an accident,"},{"startTime":1175.791,"endTime":1180.041,"body":"it's not, you know, ditching a,"},{"startTime":1180.208,"endTime":1183.916,"body":"you know, $2 million machine and,"},{"startTime":1180.208,"endTime":1183.916,"body":"and so and risking"},{"startTime":1183.916,"endTime":1187.875,"body":"risking a lot and so we see it"},{"startTime":1183.916,"endTime":1187.875,"body":"in the training environment as well."},{"startTime":1188.166,"endTime":1192.333,"body":"And then I'd say"},{"startTime":1188.166,"endTime":1192.333,"body":"the third part is more of the tool,"},{"startTime":1192.541,"endTime":1195.708,"body":"which is what I talked about early on,"},{"startTime":1192.541,"endTime":1195.708,"body":"which is what are race"},{"startTime":1195.708,"endTime":1199.833,"body":"or automated conversion engine,"},{"startTime":1195.708,"endTime":1199.833,"body":"which is really kind of having, creating,"},{"startTime":1200.0,"endTime":1204.708,"body":"finally creating universal, compatibility"},{"startTime":1200.0,"endTime":1204.708,"body":"for eye tracking sensors."},{"startTime":1204.958,"endTime":1209.375,"body":"And so, OEMs don't have to worry about,"},{"startTime":1204.958,"endTime":1209.375,"body":"you know, firmware updates."},{"startTime":1209.375,"endTime":1212.791,"body":"And are my eye tracking models"},{"startTime":1209.375,"endTime":1212.791,"body":"going to be valid?"},{"startTime":1213.0,"endTime":1217.041,"body":"You know, on a Wednesday at midnight"},{"startTime":1213.0,"endTime":1217.041,"body":"when the driver gets in the car"},{"startTime":1217.041,"endTime":1218.875,"body":"Thursday morning,"},{"startTime":1217.041,"endTime":1218.875,"body":"are they going to be out of whack?"},{"startTime":1218.875,"endTime":1223.375,"body":"And, and and so if everything just works,"},{"startTime":1218.875,"endTime":1223.375,"body":"it's interoperable."},{"startTime":1223.541,"endTime":1227.166,"body":"and the sensors are all develop,"},{"startTime":1223.541,"endTime":1227.166,"body":"all the models are all developed to one"},{"startTime":1227.333,"endTime":1229.375,"body":"standard and format."},{"startTime":1229.375,"endTime":1233.833,"body":"Then we solve a huge problem for"},{"startTime":1229.375,"endTime":1233.833,"body":"for all types of complaints."},{"startTime":1233.833,"endTime":1235.166,"body":"Right. Great."},{"startTime":1235.166,"endTime":1237.375,"body":"So then let me add a curiosity."},{"startTime":1237.375,"endTime":1239.125,"body":"I mean, we've we've talked to all sorts"},{"startTime":1239.125,"endTime":1241.5,"body":"of different people,"},{"startTime":1239.125,"endTime":1241.5,"body":"obviously, on this podcast."},{"startTime":1241.5,"endTime":1246.083,"body":"And we had one guest that talked about"},{"startTime":1241.5,"endTime":1246.083,"body":"crash test dummies, right, that we use"},{"startTime":1246.083,"endTime":1249.791,"body":"and it used to be it's one whatever,"},{"startTime":1246.083,"endTime":1249.791,"body":"one fake body"},{"startTime":1250.041,"endTime":1254.791,"body":"that you use for any shape, size"},{"startTime":1250.041,"endTime":1254.791,"body":"or film of an individual"},{"startTime":1254.791,"endTime":1259.5,"body":"young to old or, you know, muscular"},{"startTime":1254.791,"endTime":1259.5,"body":"or skinny, whatever it is."},{"startTime":1259.625,"endTime":1264.541,"body":"Is there a difference in eye tracking"},{"startTime":1259.625,"endTime":1264.541,"body":"then, or in in the information you have"},{"startTime":1264.541,"endTime":1269.083,"body":"that you have to train your eye model"},{"startTime":1264.541,"endTime":1269.083,"body":"for different nationalities, right?"},{"startTime":1269.291,"endTime":1273.75,"body":"I mean, our eyes certainly look different"},{"startTime":1269.291,"endTime":1273.75,"body":"and the eyes of, of of people from Asia"},{"startTime":1273.75,"endTime":1279.166,"body":"originally, different skin colors, female,"},{"startTime":1273.75,"endTime":1279.166,"body":"male, older people, younger people."},{"startTime":1279.291,"endTime":1279.916,"body":"I know we're maybe"},{"startTime":1279.916,"endTime":1283.291,"body":"go more into the medical field right now"},{"startTime":1279.916,"endTime":1283.291,"body":"a little bit here, but very interesting."},{"startTime":1283.583,"endTime":1285.75,"body":"How is that all incorporated?"},{"startTime":1285.75,"endTime":1287.416,"body":"That's a really good point."},{"startTime":1287.416,"endTime":1290.958,"body":"And you're right, we we didn't go"},{"startTime":1287.416,"endTime":1290.958,"body":"that deep on our data sets."},{"startTime":1291.125,"endTime":1294.125,"body":"but it's really important to understand"},{"startTime":1294.125,"endTime":1297.0,"body":"what the normal population looks like."},{"startTime":1297.0,"endTime":1299.875,"body":"So our normative data set for"},{"startTime":1299.875,"endTime":1303.458,"body":"for those who are interested"},{"startTime":1299.875,"endTime":1303.458,"body":"is like over 250,000 people."},{"startTime":1303.708,"endTime":1304.041,"body":"Right?"},{"startTime":1304.041,"endTime":1307.708,"body":"So and it crosses over different"},{"startTime":1304.041,"endTime":1307.708,"body":"ethnicities,"},{"startTime":1308.0,"endTime":1312.875,"body":"it crosses over handedness, left and right"},{"startTime":1308.0,"endTime":1312.875,"body":"handedness, eye dominance, age."},{"startTime":1313.583,"endTime":1315.0,"body":"it really crosses over everywhere."},{"startTime":1315.0,"endTime":1319.666,"body":"And so we unders we like to say"},{"startTime":1315.0,"endTime":1319.666,"body":"we understand what normal is, across"},{"startTime":1319.666,"endTime":1323.916,"body":"all different types of people"},{"startTime":1319.666,"endTime":1323.916,"body":"and in the entire population."},{"startTime":1324.166,"endTime":1324.916,"body":"And so if you understand"},{"startTime":1324.916,"endTime":1328.541,"body":"what normal is, then"},{"startTime":1324.916,"endTime":1328.541,"body":"it allows you to train your models better."},{"startTime":1328.708,"endTime":1332.083,"body":"and when it comes to different,"},{"startTime":1328.708,"endTime":1332.083,"body":"different eyes,"},{"startTime":1332.25,"endTime":1335.208,"body":"and there are around"},{"startTime":1332.25,"endTime":1335.208,"body":"the world that really comes down"},{"startTime":1335.208,"endTime":1337.541,"body":"to the hardware sensors and,"},{"startTime":1335.208,"endTime":1337.541,"body":"you know, it's"},{"startTime":1337.541,"endTime":1340.833,"body":"we're assuming that, that track ability,"},{"startTime":1337.541,"endTime":1340.833,"body":"if you will, has been tested."},{"startTime":1342.541,"endTime":1343.083,"body":"in, in"},{"startTime":1343.083,"endTime":1346.208,"body":"the, in the lab interest"},{"startTime":1343.083,"endTime":1346.208,"body":"before we get the, the signal."},{"startTime":1346.291,"endTime":1349.25,"body":"Sure, sure. So maybe two more questions."},{"startTime":1349.25,"endTime":1354.458,"body":"Second to last, what really enabled this"},{"startTime":1349.25,"endTime":1354.458,"body":"for for us here to reimagine mobility,"},{"startTime":1354.458,"endTime":1358.166,"body":"which it sounds like you're at the onset"},{"startTime":1354.458,"endTime":1358.166,"body":"of, of really changing mobility"},{"startTime":1358.166,"endTime":1362.041,"body":"at least as it relates to driver"},{"startTime":1358.166,"endTime":1362.041,"body":"monitoring and safety, etc."},{"startTime":1362.041,"endTime":1363.583,"body":"and again, not just in the vehicle."},{"startTime":1363.583,"endTime":1365.291,"body":"I'm thinking heavy duty trucks, right?"},{"startTime":1365.291,"endTime":1368.5,"body":"Where driver fatigue is always a concern"},{"startTime":1365.291,"endTime":1368.5,"body":"because you're driving"},{"startTime":1368.5,"endTime":1372.0,"body":"a big vehicle that can potentially create"},{"startTime":1368.5,"endTime":1372.0,"body":"a lot of a lot of damage."},{"startTime":1372.166,"endTime":1376.666,"body":"But what really what's the enabling"},{"startTime":1372.166,"endTime":1376.666,"body":"technology is, is the advancement of"},{"startTime":1376.666,"endTime":1380.833,"body":"of deep neural networks,"},{"startTime":1376.666,"endTime":1380.833,"body":"of deep learning to really train the data,"},{"startTime":1380.833,"endTime":1384.291,"body":"because I assume the data you"},{"startTime":1380.833,"endTime":1384.291,"body":"you can collect, it's a matter of time."},{"startTime":1384.291,"endTime":1386.666,"body":"Again, 250,000 plus people."},{"startTime":1386.666,"endTime":1388.375,"body":"But is it again, the deep"},{"startTime":1388.375,"endTime":1392.333,"body":"neural networks that allows us to"},{"startTime":1388.375,"endTime":1392.333,"body":"do not a trained as much more efficiently,"},{"startTime":1392.5,"endTime":1395.833,"body":"and not just a pure"},{"startTime":1392.5,"endTime":1395.833,"body":"I would say machine learning piece."},{"startTime":1395.833,"endTime":1396.5,"body":"Right."},{"startTime":1396.5,"endTime":1400.75,"body":"Is it the sensors,"},{"startTime":1396.5,"endTime":1400.75,"body":"is it a smaller or higher, more powerful,"},{"startTime":1400.75,"endTime":1405.125,"body":"compute platforms or processors"},{"startTime":1400.75,"endTime":1405.125,"body":"share a little bit of light on that."},{"startTime":1405.291,"endTime":1405.625,"body":"Yeah."},{"startTime":1405.625,"endTime":1408.375,"body":"So another really great relevant question."},{"startTime":1408.375,"endTime":1412.375,"body":"So we're at the point"},{"startTime":1408.375,"endTime":1412.375,"body":"now where we for most of our models,"},{"startTime":1412.375,"endTime":1415.958,"body":"we don't need more than 30 or 60Hz,"},{"startTime":1412.375,"endTime":1415.958,"body":"sampling rate."},{"startTime":1415.958,"endTime":1417.5,"body":"So it's pretty it's pretty."},{"startTime":1417.5,"endTime":1420.083,"body":"It's pretty low."},{"startTime":1417.5,"endTime":1420.083,"body":"We can generalize it all the way down."},{"startTime":1420.083,"endTime":1424.333,"body":"I think what's really critical"},{"startTime":1420.083,"endTime":1424.333,"body":"and what we've heard from"},{"startTime":1424.708,"endTime":1428.666,"body":"some of some really large technology"},{"startTime":1424.708,"endTime":1428.666,"body":"companies, is that, you know,"},{"startTime":1428.666,"endTime":1432.208,"body":"part of the last decade of what"},{"startTime":1428.666,"endTime":1432.208,"body":"we've built and we built it the power our,"},{"startTime":1432.583,"endTime":1434.125,"body":"our medical device business."},{"startTime":1434.125,"endTime":1437.666,"body":"And we almost didn't"},{"startTime":1434.125,"endTime":1437.666,"body":"realize what we were doing, but we built"},{"startTime":1437.916,"endTime":1443.375,"body":"the really the only, you know, eight step"},{"startTime":1437.916,"endTime":1443.375,"body":"eye tracking data analytics platform."},{"startTime":1443.458,"endTime":1444.916,"body":"And it's an eight step pipeline."},{"startTime":1444.916,"endTime":1449.041,"body":"So imagine the first step being,"},{"startTime":1444.916,"endTime":1449.041,"body":"just capturing the signal, right."},{"startTime":1449.041,"endTime":1450.333,"body":"You just got to get the signal."},{"startTime":1450.333,"endTime":1452.875,"body":"But once you get eye tracking data,"},{"startTime":1450.333,"endTime":1452.875,"body":"and for anyone out there"},{"startTime":1452.875,"endTime":1454.541,"body":"that has dealt with eye tracking data,"},{"startTime":1454.541,"endTime":1458.291,"body":"maybe not most of you, it's"},{"startTime":1454.541,"endTime":1458.291,"body":"really, really difficult data."},{"startTime":1458.625,"endTime":1460.625,"body":"So it's x y z coordinate data."},{"startTime":1460.625,"endTime":1462.166,"body":"It's oftentimes,"},{"startTime":1462.166,"endTime":1466.25,"body":"you know, collected at a rate of 200, 102"},{"startTime":1462.166,"endTime":1466.25,"body":"hundred times per second per eye."},{"startTime":1466.541,"endTime":1468.833,"body":"Right. So you're getting a lot of data."},{"startTime":1468.833,"endTime":1472.708,"body":"There's a lot of noise in that data"},{"startTime":1468.833,"endTime":1472.708,"body":"because eye tracking in the wild,"},{"startTime":1472.708,"endTime":1474.833,"body":"especially while you're driving,"},{"startTime":1472.708,"endTime":1474.833,"body":"as you said,"},{"startTime":1474.833,"endTime":1477.666,"body":"you've got sunlight coming in through the"},{"startTime":1474.833,"endTime":1477.666,"body":"the sunroof."},{"startTime":1477.666,"endTime":1480.833,"body":"You've got, you know, wearing glasses,"},{"startTime":1477.666,"endTime":1480.833,"body":"all these different environments, they're,"},{"startTime":1480.833,"endTime":1481.625,"body":"they're moving."},{"startTime":1481.625,"endTime":1485.166,"body":"so it's important to be able to filter"},{"startTime":1481.625,"endTime":1485.166,"body":"and classify that data."},{"startTime":1485.166,"endTime":1487.875,"body":"So we have to take that raw data."},{"startTime":1485.166,"endTime":1487.875,"body":"We have to understand"},{"startTime":1487.875,"endTime":1491.083,"body":"some of the foundational metrics"},{"startTime":1487.875,"endTime":1491.083,"body":"like what is a fixation?"},{"startTime":1491.083,"endTime":1492.875,"body":"What is a psychotic movement,"},{"startTime":1492.875,"endTime":1496.541,"body":"what is a smooth pursuit eye movement"},{"startTime":1492.875,"endTime":1496.541,"body":"just from the raw data that we're getting."},{"startTime":1496.708,"endTime":1497.833,"body":"So that's the first phase."},{"startTime":1497.833,"endTime":1500.333,"body":"We call it kind of signal capture"},{"startTime":1497.833,"endTime":1500.333,"body":"and analysis."},{"startTime":1500.333,"endTime":1503.083,"body":"The second phase is feature"},{"startTime":1500.333,"endTime":1503.083,"body":"generation really"},{"startTime":1503.083,"endTime":1506.5,"body":"being the that this is where"},{"startTime":1503.083,"endTime":1506.5,"body":"we've developed 7000 algorithms."},{"startTime":1506.625,"endTime":1509.833,"body":"And being to to to start understanding"},{"startTime":1506.625,"endTime":1509.833,"body":"okay."},{"startTime":1510.0,"endTime":1511.375,"body":"What are those mean. Right."},{"startTime":1511.375,"endTime":1513.291,"body":"What is what is that eye tracking feature"},{"startTime":1513.291,"endTime":1516.333,"body":"or what are those the the fixation"},{"startTime":1513.291,"endTime":1516.333,"body":"and the psychotic eye movements."},{"startTime":1516.541,"endTime":1519.375,"body":"Where are they"},{"startTime":1516.541,"endTime":1519.375,"body":"located and starting to make sense of it."},{"startTime":1519.375,"endTime":1522.083,"body":"And then that third,"},{"startTime":1519.375,"endTime":1522.083,"body":"that the third part of the pipeline,"},{"startTime":1522.083,"endTime":1525.416,"body":"which the last three steps"},{"startTime":1522.083,"endTime":1525.416,"body":"are deploying machine learning techniques,"},{"startTime":1525.416,"endTime":1529.25,"body":"which really for the majority in the last"},{"startTime":1525.416,"endTime":1529.25,"body":"ten years is what we've been doing."},{"startTime":1529.458,"endTime":1533.208,"body":"And then with the advent of AI modeling"},{"startTime":1529.458,"endTime":1533.208,"body":"and deep learning,"},{"startTime":1533.333,"endTime":1537.666,"body":"we've deployed those tools now and do it"},{"startTime":1533.333,"endTime":1537.666,"body":"using a lot of pattern recognition."},{"startTime":1538.583,"endTime":1540.791,"body":"and so that's where we are."},{"startTime":1540.791,"endTime":1544.875,"body":"So you go all the way from capturing"},{"startTime":1540.791,"endTime":1544.875,"body":"the signal in one single platform,"},{"startTime":1544.875,"endTime":1550.416,"body":"mind you, all the way to, machine learning"},{"startTime":1544.875,"endTime":1550.416,"body":"and deep learning and AI model outputs"},{"startTime":1550.625,"endTime":1554.5,"body":"in real time, delivered to an SDK"},{"startTime":1550.625,"endTime":1554.5,"body":"that's at the edge."},{"startTime":1554.75,"endTime":1557.958,"body":"So it's very low compute"},{"startTime":1554.75,"endTime":1557.958,"body":"and very low power consumption,"},{"startTime":1558.166,"endTime":1561.166,"body":"and it's easy to deploy and it's seamless."},{"startTime":1561.833,"endTime":1565.416,"body":"and, and we believe we've got the answer"},{"startTime":1561.833,"endTime":1565.416,"body":"to help with a lot of these solutions."},{"startTime":1565.541,"endTime":1568.041,"body":"Yes. Fascinating stuff. I have to say."},{"startTime":1568.041,"endTime":1569.416,"body":"Adam, last question."},{"startTime":1569.416,"endTime":1570.958,"body":"Nothing to do with AI tracking."},{"startTime":1570.958,"endTime":1574.916,"body":"Well, maybe does a little bit, but what's"},{"startTime":1570.958,"endTime":1574.916,"body":"the next car you're going to buy and why?"},{"startTime":1575.125,"endTime":1577.666,"body":"So this is timely because I'm."},{"startTime":1577.666,"endTime":1579.583,"body":"I'm, I'm ready."},{"startTime":1579.583,"endTime":1582.083,"body":"and I, I've kind of migrated"},{"startTime":1579.583,"endTime":1582.083,"body":"my kids are a little bit older now,"},{"startTime":1582.083,"endTime":1585.208,"body":"so I've migrated from,"},{"startTime":1582.083,"endTime":1585.208,"body":"you know, the SUV to the sedan."},{"startTime":1585.208,"endTime":1587.875,"body":"I've got an Audi sedan,"},{"startTime":1585.208,"endTime":1587.875,"body":"and I really love my Audi sedan."},{"startTime":1587.875,"endTime":1589.541,"body":"I just love Audi in general."},{"startTime":1589.541,"endTime":1594.791,"body":"My son really wants me to get the Rivian,"},{"startTime":1589.541,"endTime":1594.791,"body":"the newest Rivian SUV."},{"startTime":1594.791,"endTime":1595.75,"body":"I'm not quite sure."},{"startTime":1595.75,"endTime":1597.791,"body":"I'm ready to go electric yet."},{"startTime":1597.791,"endTime":1598.916,"body":"I probably would have gone"},{"startTime":1598.916,"endTime":1602.875,"body":"electric last time, but, the Tesla,"},{"startTime":1598.916,"endTime":1602.875,"body":"it doesn't catch my eyes much."},{"startTime":1602.875,"endTime":1603.583,"body":"I know they're great,"},{"startTime":1603.583,"endTime":1606.583,"body":"and I've driven my my friends,"},{"startTime":1603.583,"endTime":1606.583,"body":"and they're they're amazing vehicles."},{"startTime":1606.791,"endTime":1609.291,"body":"But just the look"},{"startTime":1606.791,"endTime":1609.291,"body":"and the look and feel of it for me. Yeah."},{"startTime":1609.291,"endTime":1613.583,"body":"So I would probably say"},{"startTime":1609.291,"endTime":1613.583,"body":"that I won't be as bold"},{"startTime":1613.833,"endTime":1616.833,"body":"to, to do what my son wants me to do"},{"startTime":1613.833,"endTime":1616.833,"body":"and go with the Rivian."},{"startTime":1616.916,"endTime":1619.875,"body":"And I'll probably just,"},{"startTime":1616.916,"endTime":1619.875,"body":"you know, get another sedan."},{"startTime":1619.875,"endTime":1620.625,"body":"Excellent."},{"startTime":1620.625,"endTime":1621.875,"body":"Don't be disappointed in me."},{"startTime":1621.875,"endTime":1623.583,"body":"I know nobody's disappointed."},{"startTime":1623.583,"endTime":1626.0,"body":"It's just a very interesting"},{"startTime":1623.583,"endTime":1626.0,"body":"last question, I have to say,"},{"startTime":1626.0,"endTime":1630.125,"body":"because we get all sorts of both answers"},{"startTime":1626.0,"endTime":1630.125,"body":"and yours is again makes a lot of sense."},{"startTime":1630.125,"endTime":1632.833,"body":"I mean, very, very reasonable, logic here."},{"startTime":1632.833,"endTime":1634.291,"body":"Adam, thank you so much."},{"startTime":1634.291,"endTime":1638.25,"body":"It's been truly fascinating for me"},{"startTime":1634.291,"endTime":1638.25,"body":"to learn about this and understand"},{"startTime":1638.25,"endTime":1641.541,"body":"how how far"},{"startTime":1638.25,"endTime":1641.541,"body":"this technology already is and,"},{"startTime":1641.541,"endTime":1644.708,"body":"and what you can do"},{"startTime":1641.541,"endTime":1644.708,"body":"with looking at somebodies eyes, alone."},{"startTime":1644.708,"endTime":1646.541,"body":"Thank you so much for your insights."}]}