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#4: The truth behind self-driving cars - Missy Cummings

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Manage episode 456039429 series 3601571
Contenuto fornito da The Deep View. Tutti i contenuti dei podcast, inclusi episodi, grafica e descrizioni dei podcast, vengono caricati e forniti direttamente da The Deep View o dal partner della piattaforma podcast. Se ritieni che qualcuno stia utilizzando la tua opera protetta da copyright senza la tua autorizzazione, puoi seguire la procedura descritta qui https://it.player.fm/legal.

We sat down with Dr. Missy Cummings, who served as one of the U.S. Navy’s first female fighter pilots and now works as the director of George Mason University’s Autonomy and Robotics Center. Cummings, an engineer, has been studying autonomous systems for years – today, we break down the autonomy challenge in self-driving cars: how they work, their enormous limitations and a path to a feasible self-driving future.

Episode Links:

Outline:
1:39 – From airplanes to AVs
3:57 – What makes self-driving cars tick
9:00 – The risk of edge cases
12:49 – The hallucination problem
18:36 – How do we verify if a self-driving car is safe, in a safe way?
24:02 – Waymo and the scaling of safety data
29:40 – The hardware behind self-driving
31:33 – Limitations of Lidar
37:57 – The misconceptions of self-driving cars
40:16 – A self-driving future

Get The Deep View — your daily source for in-depth, fact-based reporting on artificial intelligence — in your inbox every morning. Subscribe here!

Connect with us on X, TikTok and Instagram.

Artificial intelligence is a complicated topic, bound by a number of complex threads — technical science, ethics, safety, regulation, neuroscience, psychology, philosophy, investment and — above all — humanity. On The Deep View: Conversations, Ian Krietzberg, host and Editor-in-Chief at The Deep View, breaks it all down, cutting through the hype to make clear what's important and why you should care.

  continue reading

4 episodi

Artwork
iconCondividi
 
Manage episode 456039429 series 3601571
Contenuto fornito da The Deep View. Tutti i contenuti dei podcast, inclusi episodi, grafica e descrizioni dei podcast, vengono caricati e forniti direttamente da The Deep View o dal partner della piattaforma podcast. Se ritieni che qualcuno stia utilizzando la tua opera protetta da copyright senza la tua autorizzazione, puoi seguire la procedura descritta qui https://it.player.fm/legal.

We sat down with Dr. Missy Cummings, who served as one of the U.S. Navy’s first female fighter pilots and now works as the director of George Mason University’s Autonomy and Robotics Center. Cummings, an engineer, has been studying autonomous systems for years – today, we break down the autonomy challenge in self-driving cars: how they work, their enormous limitations and a path to a feasible self-driving future.

Episode Links:

Outline:
1:39 – From airplanes to AVs
3:57 – What makes self-driving cars tick
9:00 – The risk of edge cases
12:49 – The hallucination problem
18:36 – How do we verify if a self-driving car is safe, in a safe way?
24:02 – Waymo and the scaling of safety data
29:40 – The hardware behind self-driving
31:33 – Limitations of Lidar
37:57 – The misconceptions of self-driving cars
40:16 – A self-driving future

Get The Deep View — your daily source for in-depth, fact-based reporting on artificial intelligence — in your inbox every morning. Subscribe here!

Connect with us on X, TikTok and Instagram.

Artificial intelligence is a complicated topic, bound by a number of complex threads — technical science, ethics, safety, regulation, neuroscience, psychology, philosophy, investment and — above all — humanity. On The Deep View: Conversations, Ian Krietzberg, host and Editor-in-Chief at The Deep View, breaks it all down, cutting through the hype to make clear what's important and why you should care.

  continue reading

4 episodi

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