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The Road to Autonomy and Grayson Brulte에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 The Road to Autonomy and Grayson Brulte 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.
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Episode 211 | The Dawn of Affordable Robotics: How Vayu is Revolutionizing Autonomous Systems

42:13
 
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Manage episode 428058369 series 2982710
The Road to Autonomy and Grayson Brulte에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 The Road to Autonomy and Grayson Brulte 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.

Anand Gopalan, CEO & Co-Founder Vayu Robotics joined Grayson Brulte on The Road to Autonomy podcast to discuss the dawn of a new era in robotics and autonomous systems. Anand believes the industry is on the cusp of a breakthrough, moving from fragmented point solutions to horizontal intelligence applicable across various robotic applications.

Vayu’s approach focuses on developing high-quality, low-cost autonomous systems. Vayu achieves this through innovative passive sensing technology, which extracts multiple properties of light beyond just intensity, inspired by biological systems. This method allows for robust perception without the energy inefficiency and detectability issues of active sensors like LiDARS.

The company utilizes low-power ARM processors instead of expensive GPU clusters, significantly reducing both cost and energy consumption. This efficiency enables Vayu’s robots to operate for 6-8 hours on a single battery charge, dramatically lowering the carbon footprint of goods movement.

Anand emphasizes the importance of foundation models in robotics, but highlights the challenges of data scarcity and edge computing. Vayu addresses these issues through intelligent use of synthetic data generated in gaming-like simulators, focusing on domain-independent aspects of movement and interaction.

The conversation touches on the broad applicability of Vayu’s technology, from defense to various commercial sectors. Deploying the same intelligence across multiple applications creates significant growth and business opportunities.

As a business Vayu is focused on drastically reducing hardware costs, and building robotics that can transform a capital-intensive industry to one with rapid return on investment. He envisions Vayu monetizing its intelligence and hardware reference designs rather than becoming a robotics operations business.

In closing the conversation Anand suggests robotics are entering a golden age, driven by new tools and the ability to solve real economic problems. He encourages listeners and viewers to recognize this potential while remaining grounded in addressing the hard technical challenges of edge computing, cost reduction, and energy efficiency.

Recorded on Thursday, June 27, 2024

Episode Chapters

0:00 Current State of the Robotics Market

4:58 Cost of Sensors

9:27 Cost of Labor Accelerating the Adoption of Autonomy

13:29 Value of Robotic Autonomy

15:19 Lower Power Chips vs GPUs

17:03 Energy Efficiency

21:03 Passive Sensing

27:43 AI Foundational Models

31:40 Simulation

37:45 Vayu Business

--------

About The Road to Autonomy

The Road to Autonomy® is a leading source of data, insight and commentary on autonomous vehicles/trucks and the emerging autonomy economy™. The company has two businesses: The Road to Autonomy Indices, with Standard and Poor’s Dow Jones Indices as the custom calculation agent; Media, which includes The Road to Autonomy and Autonomy Economy podcasts as well as This Week in The Autonomy Economy newsletter.

See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

  continue reading

263 에피소드

Artwork
icon공유
 
Manage episode 428058369 series 2982710
The Road to Autonomy and Grayson Brulte에서 제공하는 콘텐츠입니다. 에피소드, 그래픽, 팟캐스트 설명을 포함한 모든 팟캐스트 콘텐츠는 The Road to Autonomy and Grayson Brulte 또는 해당 팟캐스트 플랫폼 파트너가 직접 업로드하고 제공합니다. 누군가가 귀하의 허락 없이 귀하의 저작물을 사용하고 있다고 생각되는 경우 여기에 설명된 절차를 따르실 수 있습니다 https://ko.player.fm/legal.

Anand Gopalan, CEO & Co-Founder Vayu Robotics joined Grayson Brulte on The Road to Autonomy podcast to discuss the dawn of a new era in robotics and autonomous systems. Anand believes the industry is on the cusp of a breakthrough, moving from fragmented point solutions to horizontal intelligence applicable across various robotic applications.

Vayu’s approach focuses on developing high-quality, low-cost autonomous systems. Vayu achieves this through innovative passive sensing technology, which extracts multiple properties of light beyond just intensity, inspired by biological systems. This method allows for robust perception without the energy inefficiency and detectability issues of active sensors like LiDARS.

The company utilizes low-power ARM processors instead of expensive GPU clusters, significantly reducing both cost and energy consumption. This efficiency enables Vayu’s robots to operate for 6-8 hours on a single battery charge, dramatically lowering the carbon footprint of goods movement.

Anand emphasizes the importance of foundation models in robotics, but highlights the challenges of data scarcity and edge computing. Vayu addresses these issues through intelligent use of synthetic data generated in gaming-like simulators, focusing on domain-independent aspects of movement and interaction.

The conversation touches on the broad applicability of Vayu’s technology, from defense to various commercial sectors. Deploying the same intelligence across multiple applications creates significant growth and business opportunities.

As a business Vayu is focused on drastically reducing hardware costs, and building robotics that can transform a capital-intensive industry to one with rapid return on investment. He envisions Vayu monetizing its intelligence and hardware reference designs rather than becoming a robotics operations business.

In closing the conversation Anand suggests robotics are entering a golden age, driven by new tools and the ability to solve real economic problems. He encourages listeners and viewers to recognize this potential while remaining grounded in addressing the hard technical challenges of edge computing, cost reduction, and energy efficiency.

Recorded on Thursday, June 27, 2024

Episode Chapters

0:00 Current State of the Robotics Market

4:58 Cost of Sensors

9:27 Cost of Labor Accelerating the Adoption of Autonomy

13:29 Value of Robotic Autonomy

15:19 Lower Power Chips vs GPUs

17:03 Energy Efficiency

21:03 Passive Sensing

27:43 AI Foundational Models

31:40 Simulation

37:45 Vayu Business

--------

About The Road to Autonomy

The Road to Autonomy® is a leading source of data, insight and commentary on autonomous vehicles/trucks and the emerging autonomy economy™. The company has two businesses: The Road to Autonomy Indices, with Standard and Poor’s Dow Jones Indices as the custom calculation agent; Media, which includes The Road to Autonomy and Autonomy Economy podcasts as well as This Week in The Autonomy Economy newsletter.

See Privacy Policy at https://art19.com/privacy and California Privacy Notice at https://art19.com/privacy#do-not-sell-my-info.

  continue reading

263 에피소드

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