Reworking robotics with modular abilities


Episode 234 of The Robotic Report Podcast options  Dinesh Narayanan, Head of Commercialization, Normal Robotics.

Headshot of Dinesh Narayanan.

Dinesh Narayanan, Head of Commercialization, Normal Robotics.

Dinesh shared insights into the founding of Normal Robotics, highlighting the transition from Microsoft and the event of their proprietary platform, GRID.

This platform goals to streamline the deployment and scaling of robotics options by integrating simulation, AI fashions, and deployment pipelines.

Dinesh emphasised the significance of adaptability in AI strategies and the corporate’s deal with offering speedy prototyping and deployment capabilities.

The dialog additionally touched on the potential of humanoid robots and the position of GRID in facilitating their growth.

Dinesh concluded by discussing the corporate’s enterprise mannequin and future aspirations, drawing parallels to the influence of platforms like AWS and Azure within the tech business.


Present timeline

  • 6:10 – Information of the week
  • 25:10 – Dinesh Narayanan, Head of Commercialization, Normal Robotics

Information of the week

This overhead illustration of the incident shows the location of the Waymo vehice (ADS-V) and the stopped school bus.

This overhead illustration of the incident exhibits the situation of the Waymo car (ADS-V) and the stopped faculty bus. | Credit score: NTSB

  • Federal investigators have launched a probe into Waymo after a distant operator’s error brought about a self-driving taxi to illegally cross a stopped faculty bus in Austin, marking the newest in a sequence of security violations involving the corporate’s autonomous fleet.
  • Whereas the autonomous driving know-how is marketed as a technique to eradicate human error, this particular incident reveals a “human-in-the-loop” failure. The car did precisely what it was presupposed to do: it stopped and requested for assist. However the security web failed when the distant human operator gave it the inexperienced mild to proceed illegally.
  • The incident in query befell on January 12, 2026, about 7:55 a.m. Central Normal Time. Based on the NTSB, a 2024 Jaguar I-Tempo sport utility car, geared up with an ADS and operated by Waymo LLC, handed a 2025 Thomas Constructed faculty bus, operated by Austin Unbiased College District (Austin ISD), loading pupil passengers in Austin, Travis County, Texas.
  • What makes this example chilling is that, in response to the report, the autonomous car stopped and requested its human security operator: “Is that this a college bus with energetic alerts?” The human distant agent responded “No”.
  • Fascinating put up by Fortune that includes analysis on a purported relationship between minimal wage hikes and elevated automation curiosity in producers.
  • Quote from the article: “The central discovering is exact and constant: A ten% improve within the minimal wage is related to an roughly 8% improve within the probability a producing agency will undertake industrial robots, relative to the typical adoption charge within the pattern.​”
  • “Corporations topic to increased minimal wages usually tend to undertake robots,” the authors wrote, “even after controlling for observable agency and native financial traits.”
  • The analysis doesn’t make any conclusions about whether or not staff lose their jobs on account of the wage hike or robotic set up. ​
  • The research focuses on the connection between minimal wage will increase and the probability of robotic adoption by manufacturing companies. ​
  • Whereas it acknowledges that robots might alter the construction of employment, particularly in low-wage sectors, it explicitly states that the research doesn’t think about labor outcomes, resembling employment results. ​
  • The authors recommend that future analysis may study how robotic adoption interacts with labor market establishments, employee outcomes, and agency efficiency over longer time horizons.


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