How much data do you really need to have confidence in your system?

What’s possible when you have such a large amount of data?

Leslie Nooteboom, the CPO of Humanising Autonomy says that you have to have a large amount of data if you want to be able to adapt to things changing in the urban space.

Where does that amount of data come from? And, is it sustainable to continue getting that amount?

#artificialintelligence #deeplearning #machinelearning #ISO21434 #autonomousvehicle #HumanBehaviorPredictionSystem #selfdrivingcars #humanbehavior

When we talk about a level 5 vehicle, we will have passengers, passengers driver, passengers non-driver, we will have many roles that we can assign.

So this landscape is going to look very different from the way we look at the automotive landscape today.

And now, the question is who is primarily responsible for gaining public trust to tell them that the autonomous vehicle is safe and secure?

My friend, John Maddox will share his opinion about this.

Do you agree with us?

#autonomousvehicles #automotiveindustry #ISO21434 #automotivesecurity #automotivesafety #selfdrivingcars #AVSafety

Leslie Nooteboom, the Chief Product Officer of Humanising Autonomy will tell us about the human behavior model, statistical AI, and deep learning.

Basically, they got a massive proprietary data set of scenes that are happening in the street from a dash-cam, ADAS system, from roadside cameras, etc.

And then validate behavioral models through statistics, and then develop a neural network that is able to detect such behaviors from camera footage.

#artificialintelligence #deeplearning #machinelearning #ISO21434 #autonomousvehicle #automotivesafety #selfdrivingcars #humanbehavior

Why aren’t automotive companies focused on the geo-fence environment?

Simply put, the vehicle needs to add value.

This means providing not only safe but effective transportation.

As John Maddox says, companies are shooting for the low hanging fruit of level 4 to give them quick wins in the market.

At the end of the day, it comes down to meeting this biggest portion of consumer needs.

I’d love to hear your thoughts below. 👇👇

#geofence #autonomousvehicles #automotiveindustry #ISO21434 #automotivesecurity #automotivesafety #selfdrivingcars #automotivecybersecurity

Humanizing Autonomy…

What a concept!

This is the idea of taking a vehicle's AI and making it capable of predicting and mimicking human behavior.

What we are seeing in humanized autonomy is a blending of behavior psychology and technology like we’ve never seen before.

Leslie Nooteboom, the Chief Product Officer of Humanising Autonomy states that this will create a symbiotic relationship between the driver and the vehicle that is dependent upon behavior.

This is fascinating!

#artificialintelligence #deeplearning #machinelearning #ISO21434 #autonomousvehicle #automotivesafety #selfdrivingcars #humanbehavior

How can we be so certain that testing of autonomous vehicles is effective?

In order to find the gaps in technology, we must put the vehicle in all kinds of real-life situations.

But where is that line?

How do we recreate the most real-life scenarios without putting people’s lives at risk?

Right now, we’re utilizing video game engines to recreate these scenarios.

But even these scenarios have gaps.

John Maddox says that the answer lies in combining every possible modality we have available.

This includes testing on real public roads as well as simulations and test tracks.

How do you feel about the future of autonomous vehicles?

#autonomousvehicles #automotiveindustry #ISO26262 #ISO21434 #automotivesecurity #automotivesafety #selfdrivingcars #automotivecybersecurity

Can an autonomous vehicle truly predict human behavior?

The ability of a vehicle’s camera to do this will most certainly increase the safety of autonomous vehicles.

This seems like an impossible task; how can we possibly predict millions of different scenarios?

Leslie Nooteboom Nootebottom, the Chief Product Officer of Humanising Autonomy says that this technology is more in our reach than you would think.

Leslie says that this technology will:

✅Adapt the behavior of the vehicle earlier

✅Prevent accidents

✅Enable autonomous vehicles to drive faster, resulting in quicker response times

#artificialintelligence #deeplearning #machinelearning #ISO26262 #ISO21434 #automotivesecurity #automotivesafety #selfdrivingcars

Autonomous vehicles are the wave of the future right?

That’s certainly where the technology is headed.

But as this technology matures, we have to wonder…

🛑What are the safety challenges that we face?

I met with John Maddox, Senior Safety Compliance Officer for Lyft to discuss.

John says that as a whole, our society needs to earn the trust of USERS.

People are understandably nervous about the idea of the autonomous vehicle.

And John believes that the onus is on the automotive industry to earn the trust of the users that this can be implemented safely at scale.

🧐What are your thoughts about this? Do you agree or disagree?

#autonomousvehicles #automotiveindustry #ISO26262 #ISO21434 #automotivesecurity #automotivesafety #selfdr #selfdrivingcars #automotivecybersecurity 

We have two kinds of people who be benefited from this online car hacking training.

One is traditional cybersecurity people who have no automotive knowledge but they know how to code and they want to get into automotive cybersecurity.

And the other is automotive experts who have no cybersecurity knowledge.

#hacking #onlinetraining #automotivesecurity #carhacking #automotivecybersecurity #autonomousvehicle #hackingtraining #cybersecurity #carhackingtraining

When we manufacture vehicles today, the longevity and the safety mechanism that we put is for 20 years.

And when we are talking about autonomous vehicles, maybe we want to put the vehicles in the street 24/7 in the future.

And this will bring other new safety challenges for us.

We will hear John Maddox's opinion about the safety challenges of autonomous vehicles.

#autonomousvehicles #automotiveindustry #ISO26262 #ISO21434 #automotivesecurity #automotivesafety #autonomoussafety