Category: UNCATEGORIZED

02 Dec 2019

AWS launches Braket, its quantum computing service

While Google, Microsoft, IBM and others have made a lot of noise around their quantum computing efforts in recent months, AWS remained quiet. The company, after all, never had its own quantum research division. Today, though, AWS announced the preview launch of Braket (named after the common notation for quantum states), its own quantum computing service. It’s not building its own quantum computer, though. Instead, it’s partnering with D-Wave, IonQ and Rigetti and making their systems available through its cloud. In addition, it’s also launching the AWS Center for Quantum Computing and AWS Quantum Solutions Lab.

With Braket, developers can get started on building quantum algorithms and basic applications and then test them in simulations on AWS, as well as the quantum hardware from its partners. That’s a smart move on AWS’s part since it’s hedging its bets without incurring the cost of trying to build a quantum computer itself. And for its partners, AWS provides them with the kind of reach that would be hard to achieve otherwise. Developers and researchers, on the other hand, get access to all of these tools through a single interface, making it easier for them to figure out what works best for them.

“By collaborating with AWS, we will be able to deliver access to our systems to a much broader market and help accelerate the growth of this emerging industry,” said Chad Rigetti, founder and CEO of Rigetti Computing .

With its research center for quantum computing, Amazon is starting to do some long-term research as well, though. As is so often the case with AWS, though, I think the focus here is on making the technology accessible to developers more so than on doing basic research.

Updating…

02 Dec 2019

Diversity-focused VC fund Harlem Capital debuts with $40M

Harlem Capital has upgraded from angel syndicate to full-fledged venture capital fund, closing its debut effort on an oversubscribed $40.3 million.

The firm was launched by managing partners Henri Pierre-Jacques and Jarrid Tingle in New York City’s Harlem neighborhood in 2015. The pair have since graduated from Harvard Business School and hired two venture partners, Brandon Bryant and John Henry, and two senior associates to help expand their portfolio. The over-arching goal: invest in 1,000 diverse founders over the next 20 years.

“We fundamentally believe we are a venture fund with impact, not an impact fund,” Pierre-Jacques tells TechCrunch. “The way we generate impact is to give women and minority entrepreneurs ownership.”

Capital from Harlem Capital Partners Venture Fund I, an industry-agnostic vehicle that invests in post-revenue businesses across the U.S., will be used to lead, co-lead or participate in $250,000 to $1 million-sized seed or Series A financings. To date, the team has backed 14 companies, including B2B feminine hygiene product Aunt Flow, gig economy marketplace Jobble and pet wellness platform Wagmo. Harlem Capital plans to add another 22 businesses to Fund 1.

You need diversity funds like ourselves to get this market anywhere close to parity. Harlem Capital managing partner Jarrid Tingle

With its first fund close, Harlem Capital becomes one of the largest venture capital funds with a diversity mandate. Despite an increasing amount of punishing data exposing the gender and race gap in venture capital, minority founders continue to rake in just a small percentage of funding each year. According to a RateMyInvestor and Diversity VC report released earlier this year, most VC dollars are invested in companies run by white men with a university degree. Other recent data indicates startups founded exclusively by women raised just 2.2% of overall VC funding in 2018, with numbers on pace to increase only slightly in 2019. Meanwhile, the median amount of funding raised by black female founders, as of 2018, was $0.

The stark contrast in funding for female versus male entrepreneurs or white women versus black women founders is in part a result of a lack of diversity amongst general partners at venture capital funds and amongst the limited partners that choose which venture capital funds to provide capital. While there’s little data available on diversity of LPs, 81% of VC firms didn’t have a single black investor as of 2018.

“There’s no rational reason why this problem exists,” Tingle tells TechCrunch. “It persists because VC funds in general have been closely held and clustered around Silicon Valley. They come from particular schools with particular networks with a small head count that doesn’t turn over frequently. Some firms have strategically added a few partners here and there, but not enough to change the organization. You need diversity funds like ourselves to get this market anywhere close to parity.”

“A lot of investors are frankly missing out on opportunities,” Tingle adds.

Having met through the Management Leadership for Tomorrow Program, a nonprofit organization identifying a new generation of leadership, Tingle and Pierre-Jacques have built a prolific internship program at the firm. With as many as six interns admitted each quarter, the goal is to train future investors of color.

Limited partners in Harlem Capital Partners Fund I include TPG Global, State of Michigan Retirement Systems, the Consumer Technology Association and Dorm Room Fund .

02 Dec 2019

Score Cyber Monday savings on TechCrunch Sessions 2020 passes

Have we got a Cyber Monday deal for you. TC Sessions: Robotics+AI (March 3) and TC Sessions: Mobility (May 14) are coming back to California in 2020 with early bird tickets starting at $275 and $250 respectively. But if you buy your pass today, you’ll save an extra 15 percent on each event. How sweet is that?

Don’t delay, startuppers. Buy your pass to TC Sessions: Robotics & AI and/or TC Sessions: Mobility before this one-day deal expires promptly tonight at 11:59 pm PT.

Oh, and did we mention that all Startup exhibitor tables are also 15% off? Tables are good for early-stage startups and comes with 4 tickets and demo area at the conference. Book table for Mobility here or one for Robotics here.

It doesn’t take artificial intelligence to recognize great opportunity, and you’ll find plenty of it at our day-long exploration of the latest issues, trends, tech and products in robotics+AI and Mobility. At each of last year’s events, 1,000+ of each category’s top minds and makers gathered for live interviews, demos and workshops featuring world-renown technologists, founders and investors — not to mention world-class networking.

Past Robotics+AI Speakers:

  • Marc Raibert, Boston Dynamics
  • Melonee Wise, Fetch Robotics
  • Colin Angle, iRobot

Past Mobility Speakers:

  • Ted Serbinski, Techstars
  • Nils Wollny, Holoride
  • Ken Washington, Ford

We’re just getting started on building out the event agenda and we’ll announce plenty more speakers and panelists over the coming months, so keep checking back.

Mark your calendar, join us at UC Berkeley on March 3 for TC Sessions: Robotics or come on by to San Jose on May 14 for TC Sessions: Mobility and spend an entire day with the best and brightest minds and makers. Don’t miss this Cyber Monday opportunity to save an extra 15 percent to Robotics+AI and/or Mobility.

02 Dec 2019

Researchers find making a sick reef sound like a healthy one could help its recovery

A new study, published in Nature Communications (via Washington Post), found promising early results from an experiment wherein sounds that you’d hear from a healthy reef are played back at a reef that’s dying. It may sound a bit like a bait-and-switch, but previous research has shown that one way to help reefs that are under duress is to encourage diverse and abundant fish populations, which can help counteract the downward spiral that ultimately leads to reef death.

Over the course of six weeks, researchers from the UK and Australia played audio recordings over speakers installed underwater at dead patches found in Australia’s Great Barrier Reef. The recordings were taken from healthy sections, and included a range of sounds typical to thriving coral communities, including noises made by fish, shrimp, molluscs and other reef-dwellers. These sounds act as cues for young fish looking to settle down and establish communities of their own.

The researchers found that up to twice as many fish ended up populating the reefs where these sounds were played, versus areas in similar states of decay where they were not. They also found that there was more biodiversity at these locations, with up to 50 percent more species in the mix vs. the control sites, and that the new denizens who did make their way to the reefs with the artificial sounds tended to set up to stay.

On its own, bringing fish populations back to dead and dying reefs won’t reverse the damage done. But this technique could be used in tandem with others being developed by scientists and researchers, including re-planting fresh coral and developing heat-resistant coral strains, to return vibrancy and life to portions of the oceans’ reefs where human activity has taken a serious toll.

02 Dec 2019

Top Israeli VC talks cybersecurity, diversity and ‘no go’ investments

It’s no secret that Israel is second only to the U.S. for its leading cybersecurity acumen, talent, startups and successful exits.

Israel is a powerhouse in both offensive and defensive cyber operations, with cybersecurity giants CyberArk, Check Point, Radware, and Illusive Networks all founded in the country in recent years. For more than two decades behind the scenes and powering some of the country’s largest cybersecurity startups was Jerusalem Venture Partners (JVP), a major venture capital firm in the region with more than $1.4 billion raised to date.

Now, the firm is pushing further into the early stage cybersecurity space. With a $220 million fund dedicated to early stage and pre-seed companies, the venture capital firm has expanded to New York.

Erel Margalit, JVP’s founder and executive chairman, spoke to Extra Crunch about why New York is a prime location for early-stage cybersecurity startups and how Israel became an incubator for some of the world’s biggest cybersecurity companies.

We also discussed why diversity is critical to his firm, how he separates fact from fiction in the security world, ethical investing, and which kinds of companies he would never invest in.

This interview has been edited for clarity and length.

TechCrunch: Tell me a little about your firm and your current work on early-stage investments.

Erel Margalit: I established JVP 25 years ago. A lot of what we were doing in the beginning was taking defense-related technologies, like wireless and fiber optics and large data systems, and transforming them through the communications world into the commercial world. Now we have 14 companies — some of which have been very successful. We’re now at a different stage where we’ve partnered with New York City to create the biggest hub in the city for the next generation of companies — the sorts that are scaling up with solutions that are not necessarily the big solution today,

Israel as a cybersecurity powerhouse

You’ve seen three or four really successful exits in the last few years from former startups you’ve helped to build out. What does the formula look like that results in these successful exits?

One of the things that we’re trying to do with second-generation entrepreneurs is we’re saying, instead of building a company to be sold for $250 million, why don’t we build a sales organization that would reach $250 million in a few years and instead build a very significant robust sales and marketing organization?

Israel has big ideas, but we’re small country. That’s why North America — especially the U.S. — is a key first go-to market. But it’s not always easy to get it right when you’re trying to get into the U.S. and scale in a big way. However, if you are successful, a lot of Israeli companies are also able to sell into European countries and Asian countries. And so what you get is what I call a “mini-multinational,” which is a small organization that’s able to get its first customers in a bunch of places around the world. So — go forward, and then build a sales and marketing organization that is just as strong as your research and your development organization.

Israel has a conscripted military — one that invests heavily in both cybersecurity and offensive cyber capabilities. That’s one way Israel got a considerable amount of cyber talent in one place. But what else contributes to Israel’s ability to create so many strong cybersecurity startups?

Israel needs to be as strong as the seven countries around it. And the only way to do it was through technology. Cybersecurity today is one of the main means of technologically understanding what’s going on. There are state-backed cyberattacks happening all the time — they’re attacking utilities, they’re attacking the banks, but what’s going on now is they’re also attacking democracy and the individual’s rights for something that’s becoming a national issue. The British didn’t have a fair election on Brexit. The same thing happened in the United States.

I think that a lot of us understand that from just protecting large organizations and countries. Now we’re moving to protecting individual democracies and our free way of living. Everything is online. Everything now is penetrable. And if you don’t have the next-generation of strategies, you’re not going to not going to be able to continue to operate.

On the New York hub

The cybersecurity hub in New York clearly means a lot to you. Why did you choose to build a hub in New York and not somewhere else in North America?

02 Dec 2019

Cyber Monday totalled $9.2B in US online sales, smartphones accounted for a record $3B

Cyber Monday — the final day of the extended Thanksgiving weekend that traditionally kicks off holiday season spend — broke another e-commerce record: US shoppers racked up a total of $9.2 billion in online sales, according to figures from Adobe.

To put that number into some perspective, at its peak, consumers were spending $11 billion per minute, this was the first day to see sales via smartphones break the $3 billion mark, and this was $1.3 billion more than shoppers spent on Cyber Monday a year ago (remember the days when breaking $1 billion was a big deal?). There has so far been just over $72 billion spent online since the beginning of November.

On the other hand, there is an undercurrent of more sluggish buying than had been anticipated. Following the pattern set during Thanksgiving and Black Friday — the total actually just fell short of what Adobe had expected for the day, which was $9.4 billion. Adobe expected an increase of nearly 19%; in the end it was more like 16.5%.

(And it should be noted that a forecast for sales Salesforce was even more conservative: it projected that Cyber Monday sales would total $8 billion in U.S. sales and $30 billion worldwide — representing 15% and 12% year-over-year growth, respectively.)

That’s despite very aggressive pricing on the part of online sellers. “Retailers unlocked sales earlier to combat a shorter shopping season, while continuing to drive up promotion of the big branded days including Black Friday and Cyber Monday,” said John Copeland, head of Marketing and Consumer Insights at Adobe, in a statement. “Consumers capitalized on deals and ramped up spending, especially on smartphones, where activity increased on days when shoppers were snowed or rained in.”

Top items sold on the day included Frozen 2 Toys, L.O.L Surprise Dolls, NERF products, Madden 20, Nintendo Switch, Jedi Fallen Order, Samsung TVs, Fire TV, Airpods and Air Fryers. One report claims Apple may have sold as many as 3 million pairs of AirPods from Black Friday until Cyber Monday. (RIP my bank account.) The best deals on the day were for TVs (19% savings on average).

The final figures for the day might have a slight shift as Adobe finishes all of its tallies. It follows a morning total of $473 million, and sales passing the $5 billion mark at 5pm Pacific time — a sign of just how much shopping online — more than $4 billion — happens in the evening hours (indeed, some refer to them as the “golden hours” of retail).

(Adobe’s forecasts and reports are based on over 1 trillion visits to U.S. online retail sites and 55 million SKUs. And its Adobe Analytics service is able to measure transactions from 80 of the top 100 U.S. retailers.)

While Black Friday’s online shopping has seen brick-and-mortar stores competing for the same shoppers, and Thanksgiving still has a seam of tradition underpinning it that keeps some people away from consumerism, Cyber Monday is the day of sales and shopping perhaps most dedicated to the pursuit of product procurement via the web. Folks are back at work, and less likely to go into physical stores, but they’re still shopping for holiday bargains.

The $3 billion of products purchased via smartphones accounted for about one-third of all sales. In itself, this is huge, as smartphone growth was up 46%: in other words, smartphone growth is outpacing and very much driving overall growth of online sales.

Browsing continues to also be popular but is growing less fast: smartphones drove 54% of all site visits, up 19% on a year ago. This makes sense since people might casually look for deals while on the go, but when it comes to sitting down and doing all the fiddly parts of entering card numbers and addresses, people opt for more comfortable keyboards and larger screens.

Some of the trends that Adobe picked up in the days leading up to Cyber Monday are continuing to be played out. These include the fact that the big are getting bigger. That is to say, larger e-commerce giants, with sales of over $1 billion annually, continue to make the most during these huge promotional periods.

Their sales have gone up 71% this year, compared to smaller retailers’ share going up by just 32%. They saw a 71% boost in revenue so far, while the smaller online retailers saw a 32% boost.

Part of the reason for this is because larger retailers can give bigger discounts; because they simply have larger ranges of items; and lastly because they have a more flexible range of choices when it comes to delivery. Adobe noted that the trend of “buy online, pickup in-store/curbside” services was up 43% over last year. 

Through this weekend, consumers spent $7.4 billion, including “Small Business Saturday” and “Super Sunday,” which are newer terms for the big shopping days after Thanksgiving and Black Friday.

In addition to the usual factors that influence Cyber Monday sales, this year’s shopping period may get a boost from the bad weather, too (storms are currently swirling around different regions of the US). When extreme weather arrives, shoppers tend to stay indoors and shop at home. On Black Friday, for example, states that recorded more than two inches of snow saw a 7% bump in online sales.

“Online shopping received some unexpected boosts this holiday season. Retailer fears of a shorter season meant that deals came much sooner than usual, and consumers took notice. In some areas of the country, adverse weather in the form of snow and heavy rain meant that many opted to stay home instead and grabbed the best deals online. Just look at Black Friday, which brought in $7.4 billion online and is just below last year’s Cyber Monday at $7.9 billion,” said Taylor Schreiner, principal analyst and head of Adobe Digital Insights.

“Consumers are reimagining what it means to shop during the holidays, with smartphones having a breakout season as well. We expect that consumers will spend $14 billion more this holiday season via their phones,” Schreiner added.

Last but not least, another trend Adobe is tracking points to why the biggest online retailers like Amazon are getting increasingly involved in the advertising business. Adobe notes that paid search accounted for 24.4% of sales (up 5.2% on last year), more than three percentage points more than actual direct traffic (21.2% and declining). “Natural” search accounted for 18.8% of sales, while email accounted 16.8% (up 8.9% YoY). Social media, as a category, has “minimal impact” when it comes to driving online sales (just 2.6%) but — true to form — it’s proving to be a big influencer, driving some 8% of visits and up 17.5% over a year ago.

Updated with final figures from Adobe

02 Dec 2019

The Station: Canoo hits the road, Coup shutters and Samsung shifts

Welcome back to The Station, the go-to newsletter for keeping up-to-date on what the heck is going on in the world of transportation. I’m your host, Kirsten Korosec, senior transportation reporter at TechCrunch.

Portions of the newsletter are published as an article on the main site after it has been emailed to subscribers (that’s what you’re reading now). The Station is emailed every Saturday morning. To get everything, you have to sign up. And it’s free. To subscribe, go to our newsletters page and click on The Station.

We love tips and feedback. Please reach out anytime and tell us what you love and don’t love so much. Email me at kirsten.korosec@techcrunch.com to share thoughts, opinions or tips or send a direct message to @kirstenkorosec.

Micromobbin’

the station scooter1a

Shared mopeds might be popular, but that doesn’t mean companies operating these services are guaranteed to succeed. This week, TechCrunch reporter Romain Dillet reported that Coup, a wholly owned subsidiary of Bosch that operates an electric moped scooter-sharing service in Berlin, Paris and Madrid, is shutting down.

The closure might surprise some, considering Coup has brand recognition and, according to the company a loyal customer base that uses its services. That’s not enough to be a profitable enterprise. Coup said that operating the service is “economically unsustainable” in the long term.

Meanwhile, TechCrunch reporter Manish Singh learned from two sources familiar with the deal that Bangalore-based startup Bounce has raised about $150 million as part of an ongoing financing round led by existing investors Eduardo Saverin’s B Capital and Accel Partners India. Bounce, formerly known as Metro Bikes, operates more than 17,000 electric and gasoline scooters in three dozen cities in India.

The new round values the startup “well over $500 million,” the people said, requesting anonymity. This is a significant increase since the year-old startup’s Series C financing round, which closed in June, when it was worth a little more than $200 million.

Bounce, which is known for its cheap rental costs, along with competitors Vugo and Yulu are trying to carve market share away from ride-hailing companies like Uber . The big attraction isn’t necessarily price either. Traffic congestion is prompting people to turn to two wheels as well, giving Bounce and others a boost.

Subscriptions are so hot right now

the station electric vehicles1

Remember Canoo, the Los Angeles startup that revealed a minibus-type electric vehicle a few months back? We have an update. In short, the company’s rapid ramp continues to accelerate despite some legal headwinds.

Canoo is taking an interesting approach to EVs. It aims to offer a “subscription only” electric vehicle in the U.S. and China.

The company began life as Evelozcity in late 2017 after ex-BMW executives Stefan Krause and Ulrich Kranz left Faraday Future amid an internal power struggle. Evelozcity rebranded as Canoo in spring 2019 and unveiled its prototype electric vehicle several months later.

Now, the company is beta testing its EV on public roads. Canoo tells me that its focus is to validate the powertrain, steer-by-wire system, battery, chassis and body structure.

Canoo is building a fleet of more than 30 beta vehicles for various types of testing. The bulk of the beta testing is expected to take place over the next six months in various locations, including near Canoo’s Torrance, California headquarters, Toyota’s Arizona proving grounds and on public roads in Ohio.

Canoo said it’s also conducting hot and cold testing as well as focusing on the advanced driver assistance system in various locations.

Canoo electric vehicle

A subscription reboot

Automakers including Audi, Porsche and Volkswagen have been testing subscription programs with mixed success. Now, one failed pilot is coming back.

At an event in Los Angeles, GM’s Chief Marketing Officer Deborah Wahl said the subscription service Book by Cadillac will return next year. GM’s luxury brand Cadillac will pilot the next-generation of the subscription service in San Francisco starting in the first quarter of 2020.

“We learned a lot from the first pilot… first, it verified that there is no longer a one-size-fits-all solution to personal transportation,” Wahl said at the event. “Second, we learned that the BOOK model is enormously effective as a conquest mechanism: 70% of Book subscribers were new to Cadillac.”

Moving forward, Cadillac plans to integrate the subscription service into the retail dealer network, Wahl said.

A little bird

blinky cat bird green

We hear a lot. But we’re not selfish. Let’s share.

Samsung appears to be yet another company stepping back from a pursuit of full autonomy and refocusing efforts and investments towards advanced driver assistance technology. At least for now.

Several years ago, Samsung was all in on autonomous vehicle technology.  At CES in 2018, the company introduced its new Samsung DRVLINE platform — an “open, modular, and scalable hardware and software-based platform for the autonomous driving market. But Samsung is changing up its strategy.

The DRVLINE/Smart Machines team based out of its Samsung Strategy and Innovation Center has been shuttered, a source with direct knowledge of the events told me. This move also includes closing offices in Germany.

Let’s get wonky

the station autonomous vehicles1

The U.S. Federal Communications Commission is keen to change how the 5.9 GHz band is used and that matters for connected car technology and the eventual deployment of autonomous vehicles.

For the unfamiliar, the 5.9 GHz band has been reserved for the past two decades to be used by the Dedicated Short Range Communications, a service in the Intelligent Transportation System that was designed to enable vehicle communication. (ITS is a joint operation that overlaps five offices under the Department of Transportation.)

In the FCC’s view, the DSRC service has evolved slowly and has not been widely deployed. The commission issued this month a Notice of Proposed Rulemaking to take, what it calls “a fresh and comprehensive look” at the 5.9 GHz band rules and propose changes to how the spectrum is used.

The upshot: the FCC wants to carve up the band. The commission proposed dedicating the upper 30 megahertz of the 5.9 GHz band to meet current and future needs for transportation and vehicle safety-related communications, while repurposing the lower 45 megahertz of the band for unlicensed operations like Wi-Fi.

Perhaps the most interesting piece of this proposed change is the FCC’s views on DSRC and what sounds like a strong endorsement for Cellular Vehicle to Everything (C-V2X). The FCC wants to revise the rules and give C-V2X the upper 20 megahertz of the band reserved for vehicle communications. The commission plans to seek comment on whether this segment of the spectrum should be reserved for DSRC or C-V2X systems.

C-V2X, which the 5G Automotive Association supports, would use standard cellular protocols to provide direct communications between vehicles as well as infrastructure like traffic signals. But here’s the thing. C-V2X is incompatible with DSRC-based operations.

It’s pretty clear which way the FCC is leaning. In a speech Nov. 20, FCC Chairman Ajit Pai said he believes the government “should encourage the expansion and evolution of this new vehicle-safety technology.” Pai insists that the FCC is not “closing the door” on DSRC, but instead allowing for both.

“So moving forward, let’s resist the notion that we have to choose between automotive safety and Wi-Fi,” Pai said in his speech. “My proposal would do far more for both automotive safety and Wi-Fi than the status quo.”

02 Dec 2019

T-Mobile opens pre-orders on two 5G phones as low-band network goes live

The 5G question has long been carts and horses. The next-generation wireless network has always been an inevitability, of course, but the rollout has always felt a bit piecemeal. T-Mobile, to its credit, is looking to flip the switch all at once (kind of), launching a “nationwide” deployment of 5G to a coverage area it says will reach 200 million of the U.S.’s 327 million residents.

The 600MHz low-band network goes live today, fulfilling the promise of 5G in 2019 with nearly a month to spare. That coincides with the pre-order of two 5G-enabled handsets, from OnePlus and Samsung. The OnePlus 7T Pro 5G McLaren Edition, at least, is a T-Mobile exclusive here in the States.

It’s a premium as far as OnePlus goes, but still arrives at the (relatively) low price of $900. Compare that to the $1,300 Galaxy Note 10 Plus 5G. Both are officially going on sale on Friday, and should be able to connect to the new network at launch.

T-Mobile’s clearly being more deliberate in its roll out here, fighting the urge to plant its flag. Instead, the carrier’s network will be available in wider swaths of land versus the competition’s neighborhood to neighborhood approach. And while the network isn’t expected to be as fast as other solutions, it should reach indoors better — a pretty key differentiator.

As CNET notes, it’s still fairly piecemeal in certain respects — the existing millimeter 5G wave network won’t work with the new devices. Nor will older devices work with the new network. Much of this move appears to be in anticipation of T-Mobile’s merger with Sprint.

The ability to compete with AT&T and Verizon on the 5G front has always been the key selling point of such a merger. Though reducing the field from four players down to three to increase competition has always seemed a dubious claim, at best.

02 Dec 2019

Tim Cook, Satya Nadella, Elon Musk, Sundar Pichai and more sign renewed commitment to Paris Agreement

The U.S. government may be in the process of formally withdrawing from the term of the Paris Agreement, an International accord on targets to fight climate change, but major U.S. employers say they’ll stay the course in a new statement jointly signed by a group of 148 chief executives and U.S. labor organization leaders. The statement, posted at UnitedForTheParisAgreement.com, represents a group that Goethe either directly employs over 2 million people in the U.S., or represents a larger group of 12.5 million through labor organizations.

The group collectively says that they are “still in” on the Agreement, which many of the undesigned also supported vocally back in 2017 when the Trump administration announced its intent to formally remove itself. They also “urge the United States” to reconsider its current course and also agree to remain committed to the agreement. The Agreement will not only help to potentially counter the ongoing impacts of global climate change, the group says in the letter, but also prepare the way for a “just transition” of the U.S. workforce to “new decent, family supporting jobs and economic opportunity,” implying that bowing out of the agreement will actually impede the U.S. workforce’s ability to compete on a global scale.

Apple CEO Tim Cook shared the renewed commitment on Twitter, noting in part that “humanity has never faced a greater or more urgent threat than climate change,” and other prominent tech executives have also co-signed, including Microsoft’s Satya Nadella, Tesla’s Elon Musk, Google’s Sundar Pichai and Adobe’s Shantanu Narayen. Chief executives from other powerful U.S. companies across industries are also represented, including Coca-Cola’s James Quincey, Patagonia’s Rose Marcario, Unilever’s Alan Jope and Walt Disney’s Robert Iger.

02 Dec 2019

AWS announces DeepComposer, a machine-learning keyboard for developers

Today, as AWS re:Invent begins, Amazon announced DeepComposer, a machine-learning driven keyboard aimed at developers.

“AWS DeepComposer is a 32-key, 2-octave keyboard designed for developers to get hands on with Generative AI, with either pretrained models or your own,” AWS’ Julien Simon wrote in a blog post introducing the company’s latest machine learning hardware.

The keyboard is supposed to help developers learn about machine learning in a fun way, and maybe create some music along the way. The area involved in generating creative works in artificial intelligence is called “generative AI.” In other words, it helps you teach machines to generate something creative using “generative adversarial networks.”

“Developers, regardless of their background in ML or music, can get started with Generative Adversarial Networks (GANs). This Generative AI technique pits two different neural networks against each other to produce new and original digital works based on sample inputs. With AWS DeepComposer, you can train and optimize GAN models to create original music,” according to Amazon.

AWS DeepComposer keyboard.

Developers can train their own machine learning models or use ones supplied by Amazon to get started. Either way, you create the music based on the model, tweak it in the DeepComposer console on the AWS cloud, then generate your music. If you wish, you can share your machine-generated composition on SoundCloud when you’re done.

This is the third machine-learning teaching device from Amazon, joining the DeepLens camera introduced in 2017 and the DeepRacer racing cars introduced last year. It’s worth noting that this is just an announcement. The device isn’t quite ready yet, but Amazon is allowing account holders to sign up for a preview when it is.