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ntttttttAdam Benzion nttttttContributor ntt
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Adam Benzion is the co-founder of
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Алюминий и иконография уже недостаточно для того, чтобы товар был замечен на рынке. Сегодня отличные продукты должны быть полезны и доставлять почти волшебный опыт, который становится продолжением жизни. Tiny Machine Learning (TinyML) - это новейшая технология встраиваемого программного обеспечения, которая переносит аппаратное обеспечение в это почти волшебное царство, где машины могут автоматически обучаться и расти благодаря использованию, как примитивный человеческий мозг.
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Until now building machine learning (ML) algorithms for hardware meant complex mathematical modes u00a0based on sample data, known as “training data ,u201d in order to make predictions or decisions without being explicitly programmed to do so. И если это звучит сложно и дорого в строительстве, это так. Вдобавок ко всему, традиционно связанные с ML задачи были переведены в облако, что привело к задержке, потреблению скудной мощности и поставило машины в зависимость от скорости соединения. В совокупности эти ограничения сделали вычисления на границе более медленными, более дорогими и менее предсказуемыми.
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Но благодаря последним достижениям компании обращаются к TinyML как к последнему тренду в создании интеллектуальных продуктов. Arduino, the company best known for open-source hardware is making TinyML available for millions of developers. Вместе с 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. Благодаря этому партнерству вы можете запускать мощные модели обучения, основанные на искусственных нейронных сетях (ANN), позволяющих получать и отбирать пробы крошечных датчиков наряду с маломощными микроконтроллерами.
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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. Но создание качественного набора данных, извлечение правильных функций, обучение и развертывание этих моделей все еще сложно. TinyML был недостающим звеном между периферийным оборудованием и интеллектуальными устройствами, которые сейчас осуществляются.
n
Крошечные устройства с не очень маленькими мозгами
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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":"
Глобальное распространение COVID-19 и последующие заказы на приют на месте сильно ударили по ритейлерам.
n
As the pandemic drags on, temporary halts are becoming permanent closures, whether itu2019s the coffee shop next door, a исторический бар или известный бренд образа жизни ,
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Но в то время как настоящее в целом мрачно, подготовка к будущему заставляет ритейлеров внедрять технологии быстрее, чем когда-либо. Их устойчивость и инновации означают, что розничная торговля будет выглядеть и платить по-разному, когда мир откроется.
n
Мы собрали четыре взгляда на будущее розничной торговли от команды TechCrunch:
n
n
Наташа Маскаренхас 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
Девин Колдевей sees businesses adopting a slew of creative digital services to prepare for the future and empower them without Amazonu2019s platform.
n
Грег Кумпарак полагает, что тенденции доставки и ограничения будут переходить от основ эпидемии к повседневным событиям. He thinks that retailers will need to find new ways to appeal to consumers in a u201cshopping-by-proxyu201d world.
n
Лукас Матни рассматривает возрождение интереса к технологиям в процессе оформления заказа, поскольку ритейлеры ищут способы сделать процесс закупок более плавным (и менее касающимся).
n
n
Алекса, как я выгляжу?
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Наташа Маскаренхас
n
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While the present is largely bleak, preparing for the future has retailers adopting technologies faster than ever. Их устойчивость и инновации означают, что розничная торговля будет выглядеть и платить по-разному, когда мир откроется.
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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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8,"date":"2020-05-29T12:03:10","date_gmt":"2020-05-29T19:03:10","guid":{"rendered":"https://techcrunch.com/?p=1995698"},"modified":"2020-05-29T12:03:10","modified_gmt":"2020-05-29T19:03:10","slug":"aaron-levie-we-have-way-too-many-manual-processes-in-businesses","status":"publish","type":"post","link":"https://techcrunch.com/2020/05/29/aaron-levie-we-have-way-too-many-manual-processes-in-businesses/","title":{"rendered":"Aaron Levie: ‘We have way too many manual processes in businesses'"},"content":{"rendered":"
коробка 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.
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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.
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“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.
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Fellow TechCrunch reporter Jon Shieber and I spent an hour chatting with Levie about how digital transformation is accelerating in general, how коробка 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.
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Our interview was broadcast on YouTube and we have included the embed below.
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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 ,
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On digital transformation
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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.
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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.
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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.
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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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Today at around 10:30 AM EDT (7:30 AM PDT), SpaceX«s Crew Dragon capsule will dock with the International Space Station, with NASA astronauts Bob Behnken and Doug Hurley on board. The two have been in flight on orbit since launching from Kennedy Space Center in Florida yesterday at 3:22 PM EDT, a historic launch that made SpaceX the first private space company to fly people to orbit ,
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You can watch the livestream above to see the approach and docking maneuver, as well as the transfer process once the hatch opens and Hurley and Behnken make the short trip over from their spacecraft to the ISS. The astronauts will then serve on board the orbital lab for a shortened tour of duty, but taking part in all the activities a regular ISS rotation astronaut would do, before eventually heading home to Earth back aboard Crew Dragon in a few weeks.
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This milestone mission is the first crewed flight for NASA's Commercial Crew program, which will certify SpaceX«s Crew Dragon for regular operational missions carrying astronauts from the agency and its partners to and from the Space Station ,
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Ahead of the docking, the astronauts will be conducting manual tests of the spacecraft's control system, their second test after an initial trial yesterday shortly after launch. Crew Dragon is designed to fly and dock entirely on its own, but part of this mission is ensuring that the manual controls work as designed in case astronauts ever need to make use of them in an emergency.
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