Episode 394: This company thinks TinyML will be big

Episode 394: This company thinks TinyML will be big

Author: Stacey Higginbotham, tech journalist October 20, 2022 Duration: 52:55

TinyML is about to get really big, or at least that’s what a startup thinks, as we explain on this week’s podcast. Useful Sensors is the company that’s making inexpensive, low-powered edge sensors in a way that protects privacy. We discuss why we agree with that approach. Next up are our thoughts on why 5G really hasn’t taken the IoT market by storm yet. You’ll want to hear our reasons for this because there are several. We then turn to Apple, as the company is reportedly working on an iPad smart display of sorts, similar to the recently announced Google Pixel Tablet. Kevin then points out something important about the newest Apple TV 4K devices if you plan to have a Thread network for Matter devices in your house. And speaking of Matter, there’s a new USB dongle for HomeAssistant: It adds multiple radios for both Matter and Zigbee support. If you’d rather go with an integrated solution, we can point you to Aeotec as we share news of its SmartThings hub upgrade for Matter. Health data and algorithms also make the show this week as there’s a unique project to track which algorithms are better than others. Lastly, we discuss Verizon’s free new service for its internet customers: Verizon routers can now detect physical disruptions in your network, indicating the movement of people. Before closing out the news portion of the show, we answer a listener’s question about people controlling smart home devices in vacation homes.

Image courtesy of Verizon.

Our guest this week is Pete Warden, CEO of Useful Sensors, a company that’s bundling a sensor with predetermined machine learning algorithms for recognizing people, faces, gestures, and more. Warden explains the challenges of TinyML; the act of embedding machine learning algorithms on constrained, power-sipping devices; and how he hopes Useful Sensors can help companies that build devices figure out compelling uses for the technology. TinlyML  has a huge amount of promise for the IoT, but it’s hard to find use cases outside of the ubiquitous wake-word detection. By offering a $10 sensor that can provide person and face detection to makers, Warden hopes to jumpstart new ideas for TinyML. We might see those in future appliances, televisions, toys, and more. We also talk about how he’s thinking about respecting consumer privacy and what it will take to make people feel comfortable in a world with millions of tiny cameras, microphones, and other sensors embedded in everyday objects. Enjoy the show.

Hosts: Stacey Higginbotham and Kevin Tofel
Guest: Pete Warden, CEO of Useful Sensors
Sponsors: Nordic Semiconductor and Firewalla

  • 5G will come to some IoT devices, but only some
  • More Matter updates coming our way
  • Verizon embraces Wi-Fi sensing for security
  • With Tiny ML the IoT may not always need the internet
  • How to create trust in a world of millions of tiny cameras and microphones

The post Episode 394: This company thinks TinyML will be big appeared first on IoT Podcast - Internet of Things.


For anyone trying to make sense of a world where everything from your thermostat to a factory floor is getting smarter, The Internet of Things Podcast-Stacey On IoT offers essential context. Veteran tech journalist Stacey Higginbotham, who brings her experience from Fortune, and co-host Kevin Tofel break down the weekly flood of news, separating genuine innovation from mere hype. Their analysis spans the entire connected ecosystem, diving into the gadgets in our homes, the sensors transforming industrial workspaces, and the complex enterprise systems tying it all together. This isn't just theoretical; it's a practical guide to the business and technology decisions shaping our networked future. You'll hear from a range of voices that have built and critiqued this landscape, including pioneers like Vint Cerf, insightful commentators like Om Malik, and practitioners from companies such as Amazon, AT&T, and IBM Watson. Listening to this podcast provides a crucial framework for understanding the real-world implications of connectivity, whether you're an industry professional, a curious developer, or simply someone wondering how all these "smart" things actually work-and what they mean for privacy, security, and daily life. It's the clear-eyed conversation you need to navigate the ever-expanding Internet of Things.
Author: Language: en-us Episodes: 100

The Internet of Things Podcast - Stacey On IoT
Podcast Episodes
Episode 366: Meet a robot that weeds your garden [not-audio_url] [/not-audio_url]

Duration: 55:58
This week’s podcast starts with an update on the state of Bluetooth adoption courtesy of the Bluetooth SIG. We discuss adoption of Bluetooth in the smart home, adoption of Bluetooth mesh and why Kevin prefers NFC to Blue…
Episode 365: Helium gets a new name and $200 million [not-audio_url] [/not-audio_url]

Duration: 1:01:01
This week’s show was recorded on the road, but we still cover all of the big news starting with LoRaWAN network Helium changing its name to Nova Labs and raising $200 million. We then discuss research from MIT that offer…
Episode 364: Speed queens and Matter dreams [not-audio_url] [/not-audio_url]

Duration: 1:03:22
A week after the CSA said that the Matter smart home interoperability standard would be delayed we get a chance to talk about why the standard is delayed until fall, and what it means for consumers and smart home device…
Episode 363: How will DST affect the IoT? [not-audio_url] [/not-audio_url]

Duration: 1:00:06
This week, the U.S. Senate passed a bill that would make it possible for states to use Daylight Saving Time all year round, so we discuss what it means for IoT devices and whether or not it will be a return to Y2K. For c…
Episode 362: IoT security after Russia invaded Ukraine [not-audio_url] [/not-audio_url]

Duration: 56:29
This week’s show spends a lot of time on security in everything from an Amazon Echo to an infusion pump. But before we get to security stats, we offer a quick overview of Apple’s latest announcements. Then we pivot to di…
Episode 361: IoT builds a better mousetrap [not-audio_url] [/not-audio_url]

Duration: 1:03:28
This week’s show kicks off with a discussion about smarter robots and new funding for a Canadian general purpose robotics platform. Then we talk about Amazon’s further healthcare ambitions in a deal with Teledoc that let…
Episode 360: Europe’s planned IoT data law [not-audio_url] [/not-audio_url]

Duration: 52:47
The European Union is proposing new data regulations aimed at making it hard for companies to collect and use data as a barrier to competition. We talk about what it might mean for the IoT and Kevin also proposes that we…
Episode 359: Meet the man who “invented” the IoT back in 1985 [not-audio_url] [/not-audio_url]

Duration: 1:03:35
The National Institute of Standards and Technology has finally released its plans for securing the IoT, so we discuss what the plans are for a consumer-oriented cybersecurity label. We then give a quick update on the Sig…
Episode 358: Why Resideo’s First Alert buy makes sense [not-audio_url] [/not-audio_url]

Duration: 58:12
On this week’s show, we talk about the Resideo purchase of smoke detector company First Alert for $593 million and why it makes sense. Then we focus on connectivity with an update on the Sigfox receivership and a look at…
Episode 357: Too many companies are paying ransomware [not-audio_url] [/not-audio_url]

Duration: 58:35
This week we kick off the show with an explainer on Sigfox’s receivership before delving into grim news from Claroty, a cybersecurity firm. Claroty surveyed 1,100 IT and OT (operational technology) pros and discovered th…