How AI Changes IoT | Industry IoT Consortium's Chuck Byers | Internet of Things Podcast

IoT For All Podcast · 26 Sept 2023 · 22m · Episode 313

What this episode covers

Chuck Byers, CTO of the Industry IoT Consortium and former CTO of Valqari, discusses how AI is transforming the Internet of Things (IoT) landscape. He explains that AI enables autonomy by processing vast sensor data to detect anomalies and adjust actuators, while generative AI assists in coding and natural language interfaces for device control. Byers highlights the critical role of training data, including historical 'historian' data and physics-based digital twins, and warns about biases in models trained on limited or skewed datasets. He concludes by predicting that AI will replace many routine network management and customer support roles, shifting the workforce toward data wrangling and validation.

Other shows on the same ground, closest first.

  • The Manufacturing Executive · 25m

    AI in Manufacturing: Fusing Human Knowledge and IIoT Data w/ Christopher Nguyen

    Christopher Nguyen, CEO & Co-Founder of Aitomatic, explains why effective AI in manufacturing requires fusing IIoT data with the tacit knowledge of frontline workers. He argues that pure data-driven models fail in physical domains due to the 'data wall' and lack of failure examples, necessitating the capture of domain expertise. Nguyen discusses how his software helps industrial companies translate unstructured human knowledge into structured forms to improve defect detection and process optimization.

  • Industrial DataOps and Rise of AI Agents w/ Aron Semle

    Aron Semle, Chief Technology Officer of HighByte, explains Industrial DataOps as the engineering discipline required to contextualize heterogeneous data from factory floor equipment for IT systems. He discusses the challenges of scaling solutions across facilities with different machinery, using autonomous guided vehicles (AGVs) as a key example of where standardized data models prevent redundant integration work. Semle also details the rise of AI agents in manufacturing, describing how they can automate monitoring tasks and capture tribal knowledge to assist operators with aging workforces.

  • Over the Air · 30m

    Implementing a Winning IoT Strategy at the Enterprise Level with Josh Becker of SAS

    Josh Becker, Senior Global Director and Head of IoT Commercial at SAS, discusses the evolution of analytics from batch processing to real-time AI-driven insights. He shares his background in reliability engineering at Sub-Zero Wolf, where he built one of the earliest IoT devices to monitor refrigerators remotely. Becker explains how SAS leverages event stream processing and computer vision to solve enterprise problems, from defect detection in manufacturing to predicting utility asset failures through partnerships like the one with Exactor.

  • Over the Air · 20m

    The Future of IoT Revealed: Inside Samsara's Data Revolution with Evan Welbourne

    Evan Welbourne, Head of AI and Data at Samsara, discusses the evolution of IoT from a distinct technology to an invisible infrastructure, emphasizing that the real value lies in data analytics and edge computing. He details Samsara's pivot from a temperature sensor to a vehicle gateway, highlighting how thermal constraints in AI dash cams drive hardware design decisions. The conversation explores the future of neuromorphic computing, data ownership in connected devices, and the rise of edge AI for real-time safety insights.

  • Over the Air · 30m

    The OG of IoT: A Chat w/ Rob Tiffany (Part 1)

    Rob Tiffany, VP & IoT Intrapreneur at Ericsson and former executive at Microsoft and Hitachi, discusses the evolution of IoT from the 1990s to the present. He details his early work at Real Time Data monitoring vending machines, the strategic failures of Windows Mobile against Apple and Android, and the economic realities of consumer IoT. Tiffany argues that industrial IoT's true value lies in moving operations from 'guessing' to 'knowing' through predictive maintenance and automation, while warning of the workforce disruption caused by accelerating technological change.

The summary, chapters and topics are generated from the episode’s audio by this directory, not written by IoT For All Podcast. The episode itself belongs to its publisher.