Why AI Needs Guardrails Before Robots Enter the Real World
Automated Podcast 46:17
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AI and robotics are moving quickly into the real world.
But Dr. Ayanna Howard says the real question is not just what these systems can do. It is whether we are building them with the right guardrails, real-world understanding, and responsibility to the people they will affect.
In this episode of Automated, Brian Heater speaks with Dr. Ayanna Howard, Dean of The Ohio State University College of Engineering, about human-centered robotics, physical AI, accessibility, healthcare robotics, humanoid demos, and the growing risks around agentic AI.
Dr. Howard explains why many of today’s robotics breakthroughs are built on research foundations that go back decades, and why general-purpose robots still face major challenges in real-world environments. A polished humanoid demo can look impressive, but warehouses, homes, hospitals, and public spaces are messy, unpredictable, and much harder than they appear.
Brian and Dr. Howard also discuss why manipulation remains one of robotics’ hardest problems, why product-market fit matters in automation, and why healthcare may be one of the most important places for robotics to make a meaningful impact.
The conversation also turns to AI bias, military AI, LLMs, and agentic systems. Dr. Howard explains why she is concerned that AI capabilities are moving faster than the safety structures around them, and why bias becomes much more serious when AI systems enter high-stakes environments.
They also explore accessibility as one of the most overlooked parts of physical AI. Dr. Howard explains why robots face many of the same barriers as people with disabilities, and why building a more accessible world could help both people and robots move through it more easily.
If you want a grounded, human-centered look at what AI and robotics still need to get right, this is the conversation.
KEY MOMENTS
(00:00) Why Dr. Howard is worried about agentic AI
(01:22) Applying robotics and automation for the common good
(03:14) From NASA rovers to healthcare robotics
(04:35) Why glacier robots were really about helping Earth
(06:19) How The Bionic Woman inspired her robotics career
(08:47) Building her own path through engineering
(10:46) How Dr. Howard started working at NASA after freshman year
(12:52) The real hospital problem behind her PhD research
(15:35) Why people misunderstand where robotics really is
(17:18) Why humanoid robot demos are not the real world
(19:00) The product-market fit problem in robotics
(21:11) Why universities and startups both matter
(23:13) Why academic and startup incentives are different
(25:43) How students think about startups and impact
(27:48) Why today’s students think differently about society
(30:06) Why the AI bias conversation has become muted
(31:03) What happens when AI can pull the trigger
(32:19) Why engineering needs the humanities
(35:19) Practical ways people can help identify AI bias
(36:59) Why accessibility matters for physical AI
(38:05) What the legs-versus-wheels debate misses
(38:55) Building a low-cost robot movement coach for children with cerebral palsy
(41:07) Why ChatGPT surprised even AI researchers
(42:15) Why LLMs and agentic AI need stronger guardrails
(43:30) Why humanoid progress still makes Dr. Howard hopeful
Connect with Dr. Ayanna Howard
https://www.linkedin.com/in/ayanna-howard
Learn more about Dr. Ayanna Howard
https://www.ayannahoward.com/
Learn more about The Ohio State University College of Engineering
https://engineering.osu.edu/
We’d love to hear from you.
Have thoughts or guest suggestions?
Reach us at podcast@automate.org
You can find the transcript and more episodes of Automated at automated.fm
Unlock full access to Automated and explore everything automation.
Subscribe today and leave a review on YouTube, Apple Podcasts, and Spotify. Also subscribe to the Automated Newsletter.
https://www.youtube.com/@automatedpodcast
https://podcasts.apple.com/us/podcast/automated-with-brian-heater/id1837762221
https://open.spotify.com/show/60olq6brlBEIJWggx2fMR6
https://www.automate.org/automation/automated-newsletter
You can also find us on:
LinkedIn https://www.linkedin.com/showcase/automated-podcast-by-a3/
Instagram https://www.instagram.com/automatedpod/
But Dr. Ayanna Howard says the real question is not just what these systems can do. It is whether we are building them with the right guardrails, real-world understanding, and responsibility to the people they will affect.
In this episode of Automated, Brian Heater speaks with Dr. Ayanna Howard, Dean of The Ohio State University College of Engineering, about human-centered robotics, physical AI, accessibility, healthcare robotics, humanoid demos, and the growing risks around agentic AI.
Dr. Howard explains why many of today’s robotics breakthroughs are built on research foundations that go back decades, and why general-purpose robots still face major challenges in real-world environments. A polished humanoid demo can look impressive, but warehouses, homes, hospitals, and public spaces are messy, unpredictable, and much harder than they appear.
Brian and Dr. Howard also discuss why manipulation remains one of robotics’ hardest problems, why product-market fit matters in automation, and why healthcare may be one of the most important places for robotics to make a meaningful impact.
The conversation also turns to AI bias, military AI, LLMs, and agentic systems. Dr. Howard explains why she is concerned that AI capabilities are moving faster than the safety structures around them, and why bias becomes much more serious when AI systems enter high-stakes environments.
They also explore accessibility as one of the most overlooked parts of physical AI. Dr. Howard explains why robots face many of the same barriers as people with disabilities, and why building a more accessible world could help both people and robots move through it more easily.
If you want a grounded, human-centered look at what AI and robotics still need to get right, this is the conversation.
KEY MOMENTS
(00:00) Why Dr. Howard is worried about agentic AI
(01:22) Applying robotics and automation for the common good
(03:14) From NASA rovers to healthcare robotics
(04:35) Why glacier robots were really about helping Earth
(06:19) How The Bionic Woman inspired her robotics career
(08:47) Building her own path through engineering
(10:46) How Dr. Howard started working at NASA after freshman year
(12:52) The real hospital problem behind her PhD research
(15:35) Why people misunderstand where robotics really is
(17:18) Why humanoid robot demos are not the real world
(19:00) The product-market fit problem in robotics
(21:11) Why universities and startups both matter
(23:13) Why academic and startup incentives are different
(25:43) How students think about startups and impact
(27:48) Why today’s students think differently about society
(30:06) Why the AI bias conversation has become muted
(31:03) What happens when AI can pull the trigger
(32:19) Why engineering needs the humanities
(35:19) Practical ways people can help identify AI bias
(36:59) Why accessibility matters for physical AI
(38:05) What the legs-versus-wheels debate misses
(38:55) Building a low-cost robot movement coach for children with cerebral palsy
(41:07) Why ChatGPT surprised even AI researchers
(42:15) Why LLMs and agentic AI need stronger guardrails
(43:30) Why humanoid progress still makes Dr. Howard hopeful
Connect with Dr. Ayanna Howard
https://www.linkedin.com/in/ayanna-howard
Learn more about Dr. Ayanna Howard
https://www.ayannahoward.com/
Learn more about The Ohio State University College of Engineering
https://engineering.osu.edu/
We’d love to hear from you.
Have thoughts or guest suggestions?
Reach us at podcast@automate.org
You can find the transcript and more episodes of Automated at automated.fm
Unlock full access to Automated and explore everything automation.
Subscribe today and leave a review on YouTube, Apple Podcasts, and Spotify. Also subscribe to the Automated Newsletter.
https://www.youtube.com/@automatedpodcast
https://podcasts.apple.com/us/podcast/automated-with-brian-heater/id1837762221
https://open.spotify.com/show/60olq6brlBEIJWggx2fMR6
https://www.automate.org/automation/automated-newsletter
You can also find us on:
LinkedIn https://www.linkedin.com/showcase/automated-podcast-by-a3/
Instagram https://www.instagram.com/automatedpod/
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