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is giving hardware new life"},"content":{"rendered":"
n
nt
ntt
ntttttttAdam BenzionnttttttContributorntt
nntttt
nttt
nntt
ntt A serial entrepreneur, writer, and tech investor,
Adam Benzion is the co-founder of
Hackster.io, the world's largest community for hardware developers.t
ntnt
n
Aluminum and iconography are no longer enough for a product to get noticed in the marketplace. Today, great products need to be useful and deliver an almost magical experience, something that becomes an extension of life. Tiny Machine Learning (TinyML) is the latest embedded software technology that moves hardware into that almost magical realm, where machines can automatically learn and grow through use, like a primitive human brain.
n
Until now building machine learning (ML) algorithms for hardware meant complex mathematical modesu00a0based on sample data, known as “training data,u201d in order to make predictions or decisions without being explicitly programmed to do so. And if this sounds complex and expensive to build, it is. On top of that, traditionally ML-related tasks were translated to the cloud, creating latency, consuming scarce power and putting machines at the mercy of connection speeds. Combined, these constraints made computing at the edge slower, more expensive and less predictable.
n
But thanks to recent advances, companies are turning to TinyML as the latest trend in building product intelligence. Arduino, the company best known for open-source hardware is making TinyML available for millions of developers. Together with Edge Impulse, they are turning the ubiquitous Arduino board into a powerful embedded ML platform, like the Arduino Nano 33 BLE Sense and other 32-bit boards. With this partnership you can run powerful learning models based on artificial neural networks (ANN) reaching and sampling tiny sensors along with low-powered microcontrollers.
n
Over the past year great strides were made in making deep learning models smaller, faster and runnable on embedded hardware through projects like TensorFlow Lite for Microcontrollers, uTensor and Armu2019s CMSIS-NN. But building a quality dataset, extracting the right features, training and deploying these models is still complicated. TinyML was the missing link between edge hardware and device intelligence now coming to fruition.
n
Tiny devices with not-so-tiny brains
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Today and going forward, billions of tiny devices will act as an extension of our brains, feelings and emotions as a natural extension of everyday life.
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views on the future of retail and the shopping experience"},"content":{"rendered":"
The global spread of COVID-19 and resulting orders to shelter in place have hit retailers hard.
n
As the pandemic drags on, temporary halts are becoming permanent closures, whether itu2019s the coffee shop next door, a historic bar or a well-known lifestyle brand.
n
But while the present is largely bleak, preparing for the future has retailers adopting technologies faster than ever. Their resilience and innovation means retail will look and fee different when the world reopens.
n
We gathered four views on the future of retail from the TechCrunch team:
n
n
- Natasha Mascarenhas says retailers will need to find new ways to sell aspirational products u2014 and what was once cringe-worthy might now be considered innovative.
n
- Devin Coldewey sees businesses adopting a slew of creative digital services to prepare for the future and empower them without Amazonu2019s platform.
n
- Greg Kumparak thinks the delivery and curbside pickup trends will move from pandemic-essentials to everyday occurrences. He thinks that retailers will need to find new ways to appeal to consumers in a u201cshopping-by-proxyu201d world.
n
- Lucas Matney views a revitalized interest in technology around the checkout process, as retailers look for ways to make the purchasing experience more seamless (and less high-touch).
n
n
Alexa, how do I look?
n
Natasha Mascarenhas
n
","protected":false},"excerpt":{"rendered":"
While the present is largely bleak, preparing for the future has retailers adopting technologies faster than ever. Their resilience and innovation means retail will look and fee different when the world reopens.
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Reach Natasha via e-mail at [email protected] or through DM on Twitter @nmasc_.
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His personal website is coldewey.cc.
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He was one of the earliest writers to highlight and report on a number of companies that have since become "unicorns" (reaching a valuation of $1B or more), including Zenefits and Twilio.
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Kumparak is a frequent guest on TechCrunch's Gadget, Apple, and Android podcasts, and often appears on stage as an interviewer or judge at TechCrunch's meetups and Disrupt conferences.
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In 2012, Greg was featured on the BBC, Wired, Mashable, Engadget and many other outlets for a side project he called the "tARdis", or the Augmented Reality TARDIS. By combining augmented reality with a handmade physical model, Greg was able to replicate the otherwise physically impossible "bigger on the inside" visual effect that commonly appears on television's Doctor Who series.
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Reach Natasha via e-mail at [email protected] or through DM on Twitter @nmasc_.
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Levie: ‘We have way too many manual processes in businesses’"},"content":{"rendered":"
Box CEO Aaron Levie has been working to change the software world for 15 years, but the pandemic has accelerated the move to cloud services much faster than anyone imagined. As he pointed out yesterday in an Extra Crunch Live interview, who would have thought three months ago that businesses like yoga and cooking classes would have moved online u2014 but here we are.
n
Levie says we are just beginning to see the range of what’s possible because circumstances are forcing us to move to the cloud much faster than most businesses probably would have without the pandemic acting as a change agent.
n
“Overall, what we’re going to see is that anything that can become digital probably will be in a much more accelerated way than we’ve ever seen before,” Levie said.
n
Fellow TechCrunch reporter Jon Shieber and I spent an hour chatting with Levie about how digital transformation is accelerating in general, how Box is coping with that internally and externally, his advice for founders in an economic crisis and what life might be like when we return to our offices.
n
Our interview was broadcast on YouTube and we have included the embed below.
n
n
Just a note that Extra Crunch Live is our new virtual speaker series for Extra Crunch members. Folks can ask their own questions live during the chat, with past and future guests like Alexis Ohanian, Garry Tan, GGV’s Hans Tung and Jeff Richards, Eventbrite’s Julia Hartz and many, many more. You can check out the schedule here. If you’d like to submit a question during a live chat, please join Extra Crunch.
n
n
n
On digital transformation
n
The way that we think about digital transformation is that much of the world has a whole bunch of processes and ways of working — ways of communicating and ways of collaborating where if those business processes or that way we worked were able to be done in digital forms or in the cloud, you’d actually be more productive, more secure and you’d be able to serve your customers better. You’d be able to automate more business processes.
n
We think we’re [in] an environment that anything that can be digitized probably will be. Certainly as this pandemic has reinforced, we have way too many manual processes in businesses. We have way too slow ways of working together and collaborating. And we know that we’re going to move more and more of that to digital platforms.
n
In some cases, it’s simple, like moving to being able to do video conferences and being able to collaborate virtually. Some of it will become more advanced. How do I begin to automate things like client onboarding processes or doing research in a life sciences organization or delivering telemedicine digitally, but overall, what we’re going to see is that anything that can become digital probably will be in a much more accelerated way than we’ve ever seen before.
n
How the pandemic is driving change faster
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Box CEO Aaron Levie has been working to change the software world for 15 years, but the pandemic has accelerated the move to cloud services much faster than anyone imagined. As he pointed out yesterday in an Extra Crunch Live interview, who would have thought three months ago that businesses like yoga and cooking classes […]
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Ron Miller has been writing about the enterprise at TechCrunch since 2014.
nn
Previously, he was a long-time Contributing Editor at EContent Magazine. Past regular gigs included CITEworld, DaniWeb, TechTarget, Internet Evolution and FierceContentManagement.
nn
Disclosures:
nn
Ron is currently corporate blogger for Intronis where he writes once weekly on IT issues. He has contributed to various corporate blogs in the past including Ness, Novell and the IBM Mid-market Blogger Program.
","cbAvatar":"https://crunchbase-production-res.cloudinary.com/image/upload/diuuw7dfbczpdwmcpldm","twitter":"ron_miller"}],"author":[{"id":521068,"name":"Ron Miller","url":"","description":"","link":"https://techcrunch.com/author/ron-miller/","slug":"ron-miller","avatar_urls":{"24":"https://secure.gravatar.com/avatar/0b82cfe9f0e15c08c5816481c9f383d9?s=24&d=identicon&r=g","48":"https://secure.gravatar.com/avatar/0b82cfe9f0e15c08c5816481c9f383d9?s=48&d=identicon&r=g","96":"https://secure.gravatar.com/avatar/0b82cfe9f0e15c08c5816481c9f383d9?s=96&d=identicon&r=g"},"links":{"homepage":"https://techcrunch.com/author/ron-miller/","twitter":"https://twitter.com/ron_miller","linkedin":"http://www.linkedin.com/in/ronsmiller","crunchbase":"https://www.crunchbase.com/person/ron-miller"},"position":"Enterprise Reporter","cbDescription":"
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nn
Previously, he was a long-time Contributing Editor at EContent Magazine. Past regular gigs included CITEworld, DaniWeb, TechTarget, Internet Evolution and FierceContentManagement.
nn
Disclosures:
nn
Ron is currently corporate blogger for Intronis where he writes once weekly on IT issues. He has contributed to various corporate blogs in the past including Ness, Novell and the IBM Mid-market Blogger Program.
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Millions of consumers sheltering in place to stem the spread of the novel coronavirus sent shockwaves through the global economy. Transportation-related companies were not spared in the upheaval. Mobility startups consolidated, pulled back from some markets and reduced headcount. And yet, the industry u2014 and the VCs who invest in it u2014 is still rolling forward.
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Founders are huddled with their teams, picking over spreadsheets and go-to-market strategies in search of ways to accelerate as their runways grow ever shorter. And while the pace of investments might have slowed, venture capitalists are still seeking out innovative tech and overlooked ideas.
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TechCrunch spoke with six investors about the state of mobility, which trends they’re most excited about and what they’re looking for in their next investments:
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Ernestine Fu, Alsop Louie Partners
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What trends are you most excited about in mobility hardware from an investing perspective?
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In-car cybersecurity. Today’s vehicles are highly sophisticated smart devices, and cybersecurity is becoming an integral part of automakersu2019 development efforts. Weu2019re already seeing infotainment connectivity systems and over-the-air software updates in cars being vulnerable to cyberattacks. Vehicles will serve as the nodes of vast information networks, especially as personal mobility, autonomous driving and car connectivity drive our future. In-car cybersecurity threats will remain an ongoing concern u2014 and a rich investment opportunity.
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Stonly Baptiste & Shaun Abrahamson, Urban Us
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What trends are you most excited about in mobility hardware from an investing perspective?
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The most interesting thing is the continued reduction in costs of electric drivetrains and autonomous stacks. These are going to have a profound impact on total costs of fleets u2013 lower labor, fuel and maintenance costs.
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