Lime plans for ‘modes’ beyond bikes and scooters in 2021

Lime is launching its fourth generation scooter in Paris this week, an example the company says of its financial turnaround and commitment to growth. But that product rollout isn’t over.

Lime CEO Wayne Ting hinted Thursday during the WSJ Future of Everything event that a “third mode,” beyond bikes and scooters, are also in the works for the first quarter of 2021 as well as the addition of third-party companies to its platform. Earlier this year, Lime started to include Wheels -branded electric bikes in certain cities on its app. Ting said users should expect more partnerships like these.

Ting wouldn’t give specifics on this “third mode” except to explain that will will probably serve a slightly longer distance than its scooters and be better at carrying cargo.

“We want to make sure that it continues to appeal to different demographics that maybe don’t see themselves on a scooter,” Ting added.

For now, Lime is focused on deploying the Gen4, a model that Ting says will surpass the more than two-year lifespan of its previous generation. The Gen4 will rollout across Europe in early 2021.

The Gen 4 features swept back handlebars that are similar to the design of bike handles, which Lime says allows for a more comfortable grip. The new model also an enhanced suspension and larger wheels, a dual hand brake system, a lower baseboard to optimize the center of gravity on the scooter and a new kickstand with two legs.

Perhaps the biggest change is the addition of a swappable battery, which Ting described as a “huge improvement on existing technology.” These swappable batteries will be interchangeable with the Lime bike fleet, further streamlining its operations, the company said Thursday.

Lime Gen4 specs scooter

Image Credits: Lime

Lime said Thursday it was both operating cash flow positive and free cash flow positive in the third quarter — a first — and is on pace to be full-year profitable, excluding certain costs (EBIT), in 2021. That turnaround will allow the company to continue to invest in product development and expand its footprint, according to Ting.


Source: Tech Crunch

Why Bessemer’s Byron Deeter thinks SaaS companies could grow even faster in 2021

Byron Deeter is not backing down from his optimism about the cloud and the end of the COVID-19-induced wave of software buying doesn’t have him too worried.

Of course, Deeter is an investor at Bessemer, a venture capital concern that has done well betting on the cloud, so you might expect him to stay a cloud bull. But during a recent chat with TechCrunch as part of our Extra Crunch Live series, his answer was worth re-reading.

The Extra Crunch Live series continues: Click this to see what’s coming up on the agenda.

We asked the about what might happen once the newly announced vaccines arrive and the pandemic-led digital transformation acceleration loses its tailwind.

“Will that growth decelerate? [Or] was it a point-in-time moment for COVID? Or has this been a pulling forward of overall trends? Certainly, you’re going to have both,” he said, adding that he doesn’t “think in a year from now, we’re going to be spending 10 hours a day on Zooms,” but that in his view Zoom will remain “foundational in the economy.”

In Deeter’s view, “we’ve just set a new baseline [for software] and the beauty of these subscription businesses is that they’re not going to turn them off.” The result of all of that? Bullish growth expectations.

Drilling in further, we asked if he expects Bessemer software portfolio companies will grow faster in percentage terms in 2021 than they did in 2020. Saying that the cohort profile will change, he added that “on balance,” he thinks that “there’s a real case that [the group] could grow the same or faster.”


Source: Tech Crunch

Genomatica’s expanded Aquafil partnership brings biomaterials to more consumer goods

In a deal that has potentially big implications for the sustainability of consumer packaged goods, biomaterial manufacturing technology developer Genomatica and the massive nylon material manufacturer Aquafil have partnered on a new demonstration scale facility.

Nylon-6 is used to make everything from toothbrush bristles to pantyhose and industrial materials like carpeting and other heavy-duty fabrics.

The material will be used to develop renewable products and showcase goods that can be brought to market as more companies look to clean up their supply chains and make products that have fewer negative consequences for the environment at the end of their life.

The deal is a 50-fold expansion of previous production levels for Genomatica and represents a significant expansion of Genomatica’s capabilities.

The textile industry is a $960 billion business, and it’s one of the most polluting in the world — both in terms of chemical treatments and greenhouse gas emissions. According to data cited by the World Economic Forum, the textile industry accounts for 1.2 billion tons of carbon dioxide equivalent per-year — nearly as much as the auto industry. Nylon production alone is responsible for about 60 million tons of greenhouse gas emissions per year, according to the companies.

The multi-year agreement with European-based Aquafil expands on the two companies’ existing relationship. Earlier this year the two companies produced the first ton of bio-nylon-6 precursor material at a pilot scale. Now, the move to a demonstration scale plant will give Genomatica the ability to move ahead with supply agreements to certain brand partners.

Clothing maker Far Eastern New Century uses Genomatica’s products in its clothes, and other partnerships are in the works, the company said.

Genomatica is backed by Casdin Capital, Viking Global Investors, which continues as Genomatica’s largest shareholder, and organism engineering partner Ginkgo Bioworks .

“Bio-nylon is positioned to replace a material that’s used in millions of applications every day,” said Christophe Schilling, Genomatica CEO. “Our research shows that despite health and economic turmoil, 56% of Americans still want brands to prioritize sustainability. With this scale, Genomatica is offering our brand partners a key way to meet their sustainability objectives, differentiate themselves, and meet surging consumer demand.”

Aquafil is building the plant in Slovenia, where the Genomatica biological precursor material will be converted into bio-nylon-6 yarns, films and engineered plastics.

 


Source: Tech Crunch

BuzzFeed acquires HuffPost

HuffPost has a new owner, with its current parent company Verizon Media reaching an agreement to sell the site to BuzzFeed.

The Wall Street Journal broke the news and described this as a stock deal. Verizon Media is also making an investment in BuzzFeed and becoming a minority shareholder in the digital media company.

The deal also includes an agreement to syndicate content between the two companies while collaborating on advertising and creating a joint innovation group to explore other monetization opportunities.

As BuzzFeed’s press release notes, this deal brings HuffPost full circle, since BuzzFeed founder and CEO Jonah Peretti was also one of the founders of what was originally known as The Huffington Post.

“I have vivid memories of growing HuffPost into a major news outlet in its early years, but BuzzFeed is making this acquisition because we believe in the future of HuffPost and the potential it has to continue to define the media landscape for years to come,” Peretti said in a statement. “With the addition of HuffPost, our media network will have more users, spending significantly more time with our content than any of our peers.”

AOL acquired The Huffington Post for $315 million nearly a decade ago, just a few months after it acquired TechCrunch.

The acquisition was seen a major move into the world of journalism and digital media, but there have been a series of corporate changes since then, with AOL subsequently acquired by VerizonVerizon also acquiring Yahoo then rebranding the combined organization first as Oath and then as Verizon Media (which still owns TechCrunch). Tim Armstrong, the executive behind the acquisition, left the company in 2018.

There have been on-and-of rumors of a HuffPost sale over the years. Last year, Verizon Media CEO Guru Gowrappan said that the company was “not selling HuffPost” because it was “so core to our content.”

BuzzFeed is also searching for a new editor-in-chief at HuffPost. The position has been empty since Lydia Polgreen departed in March.


Source: Tech Crunch

This $99 gadget helps you make music, no skill required

At CES back in January, I met with a handful of founders who were/are crowdfunding musical instruments. It’s a fascinating category and one to watch if you have a passing interest in either music or technology. Like a vast majority of hardware startups, most companies in the space will build one product if they’re lucky — and even that can feel like something of a long shot.

Coupling the Hail Mary pursuits of hardware development with an earnest attempt to reinvent the musical wheel feels like an act of futility. And honestly, it is. But every so often, something breaks through in an exciting way. Roli is probably one of the best examples of the phenomenon in recent years. The company’s Seaboard was a clever take on the synth — and the U.K. company has continued to release clever music products.

Nashville-based Artiphon managed to capture the imagination of online music lovers as well, with the simply named Instrument 1. The hybrid guitar/piano-style device pulled in a wildly impressive $1.3 million on Kickstarter back in 2015. I spoke to the company’s founders about the project at CES this year, but it was their second device that really interested me.

Image Credits: Brian Heater

Last year’s Kickstarter campaign for the Orba bested its predecessor, raising $1.4 million. And it’s easy to see why. The company describes it thusly on its campaign page:

Hold out your hands and meet Orba, a new kind of musical instrument. It’s a synth, looper, and MIDI controller that lets anyone make music immediately. Orba’s minimalist design resembles a cross between a gaming controller and a half a grapefruit, and its feather-touch sensitivity translates gestures from your fingers and hands directly into sound. Orba introduces a new and fun way to make music anywhere, even if you’ve never played an instrument before.

It’s that last bit in particularl that caught my attention. The thing that united most of the devices I looked at in January is some kind of base-level requirement of musical skill. Which, understandable. But as an overzealous music fan with — let’s just say limited — ability, I’ve been looking for something that might scratch that musical itch. Honestly, I was pretty hopeful for Roli’s Blocks, but ultimately found their appeal for novices to be overstated.

I’ve been asking after the Orba since January. I doubled down in March/April when the COVID-19 shutdown really hit us in earnest here in New York, thinking it would be a good way to pass some of the time that didn’t involve rewatching Tiger King. Initially planned for an April delivery, founder/CEO Mike Butera notes that things like COVID-19 and the ongoing trade war put a damper on those plans.

“Despite that, we started shipping to our 12,000+ Kickstarter backers first this summer, and we’re now 95% shipped globally (100% in the countries where we’ve opened sales),” he says. “All remaining backers are already in logistics.”

Image Credits: Brian Heater

It took a while for the device to finally come through, but I finally got my hands (well, hand, really) on it — and so far I’m pretty into the thing. I can’t promise my attention span is going to hold up beyond a week or two, but I’m really digging it right now. As you’d expect, having some musical skill is certainly helpful, but it’s not a prerequisite. The learning curve is surprisingly small, and the thing, quite literally, works out of the box. Hooking it up to a computer (via USB-C) or smartphone (Bluetooth) enhances the experience, sure, but it’s not necessary.

The easiest way to think about the peculiar little object is as a kind of compact, pre-programmed MIDI controller you can use to build songs by layering loops on the fly. The “grapefruit” comparison is pretty apt (especially if you get the citrusy silicon cover), with each of the “slices” representing a different element of an instrument. In “lead” or “chord” mode, they generally represent different notes. With “drums” they’re different pieces in a kit or other percussion instruments.

Holding down the big “A” lets you switch between instruments, adjust the BPM (tempo), record a track or play it back. I’ve found the easiest way to approach it is laying down a rhythm track with the drums (to the built-in metronome) and then layering chords over that. Here’s a Day One attempt. It’s not Bach or Wendy Carlos, but you get the picture:


I should add the software doesn’t currently support saving/exporting songs, which is a big bummer. The above recording was jury rigged in a very lo-fi way by holding the instrument up to a mic during playback. There are other methods, including using the headphone jack as audio out, but the above was honestly just the easiest method at the time. The feature is included in the instructions, but not the app. Butera has since confirmed with me recording/sharing is, indeed, coming soon.

For the time being, the app is mostly good for switching sounds. There are about 10 sound packs per instrument (with considerable overlap between them). It’s a pretty good start, though most tend toward the electronic and ambient, with drum sounds that more closely approximate an 808 than a proper analog drum kit. It makes sense. Again, this thing is a MIDI controller at its heart and will never be able to sufficiently approximate a chamber orchestra.

Image Credits: Brian Heater

The chords/leads are in a scale, so it’s impossible — or at least difficult — to hit a wrong note. Artiphon is working to expand the library of sounds. There are no plans to let users contribute to the library, though they can alter the sounds themselves by using the system as a MIDI controller.

The current level of customization leaves a little to be desired. Though that’s certainly to be expected from a first-gen product from a small startup. And, honestly, there’s something to be said for keeping things relatively simple when it comes to appealing to beginnings. It also warrants mention that the little hunk of plastic is surprisingly versatile when it comes physical interaction. The “keys” don’t have give, but the company has added a number of clever ways to alter the input. It takes some getting used to and can sometimes lead you to trigger an accidental result, but over all, it’s a nice feature.

Stealing the graphic from the Kickstarter page:

Image Credits: Artiphon

I’m not ready to classify the Orba as a serious musical instrument — and honestly, I don’t think that’s really the point. I have no illusions of becoming the next Flying Lotus or Dan Deacon here, but damn if the $99 gadget isn’t fun to have lying around to blow off steam, kill some time and keep myself occupied during boring conference calls — on mute, of course.


Source: Tech Crunch

Virtual HQs race to win over a remote-work-fatigued market

In retrospect, 2019 feels like the working world’s last dance with spontaneity. The pre-pandemic past is rife with conferences, running into co-workers and post-work happy hours. Now, as companies such as Microsoft and Twitter declare remote work as the future, the very existence of physical offices is unclear for the long-term.

Yet, to a growing number of entrepreneurs in the Valley, when one physical door closes, a virtual one opens. With the goal of making remote work more spontaneous, there are dozens of new startups working to create virtual HQs for distributed teams. The three that have risen to the top include Branch, built by Gen Z gamers; Gather, created by engineers building a gamified Zoom; and Huddle, which is still in stealth.

The platforms are all racing to prove that the world is ready to be a part of virtual workspaces. By drawing on multiplayer gaming culture, the startups are using spatial technology, animations and productivity tools to create a metaverse dedicated to work.

The biggest challenge ahead? The startups need to convince venture capitalists and users alike that they’re more than Sims for Enterprise or an always-on Zoom call. The potential success could signal how the future of work will blend gaming and socialization for distributed teams.

Succulents and spatial technology

Companies within the virtual HQ world sit on a spectrum. On one end, there are the productivity companies, and on the other end, there are the video game companies. In the middle sits a mix between work and play, which is where Branch hopes to live.

There are more than 500 companies on Branch’s waitlist, and of current users, the retention has been 60% after a month of using the platform. So far, it has raised $1.5 million from investors including Homebrew, Naval Ravikant, Sahil Lavingia and Cindy Bi.

Walk through Branch’s virtual HQ and there are all the normal details you’d find in an office on Market Street: There are meeting rooms, lunch tables, a literal watercooler and, yes, succulents on your co-worker’s desk. Most employees log on for 12 hours, and for Election Day, they all had a watch party with a projected live stream in one area of the office.

The founder tells me that he’s hired people — and fired people — all in the virtual offices. Doors, he says, make a big difference.

The platform wasn’t built as a pandemic phenomenon, but in fact, was the result of years of experimentation by the founders, Dayton Mills and Kai Micah Mills. Both founders, since the age of 15, have spent time building Minecraft servers to sell to gamers, netting each thousands of dollars a month. In fact, Kai dropped out of high school to run Minecraft servers full-time, while Dayton tried at 13 to create his own game studio, even hiring an artist to do the illustrations. The game studio failed due to the fact that he was a “kid, 13, and had no money.”

“I spent the majority of my time online playing games with people. So my whole day was playing video games and having people to talk to in the background because I was on constant calls with people,” co-founder Dayton Mills said. “So for me, it’s not hard at all to use it. The question is can I get other people to think the same way?”

For now, Dayton Mills remains confident that his team’s platform will do well. After all, work is a non-negotiable place that you have to show up every day. And why not make that a little more fun?

“You can build a space where everyone comes to work,” he said. “Then after that, you can start building the spaces where they go after work. And it kind of spirals from there.”

Branch, like other virtual HQ platforms, is forced into an interesting spot of being both relevant enough to be used, but passive enough of an app to not feel like a burden. Dayton Mills says that this dynamic has made the team add features like no mandatory video or audio, and a talking icon per user to give the appearance of live interaction. The focus is to keep it casual so people can actually be online for six hours a day.

“People use Slack to work remotely but you go into a physical office and people are still using Slack, he said. The co-founder hopes the same for Branch, and has started measuring how many times people talk to each other in a given day. He says there are hundreds of chats per day, even if some are only for a few seconds.

The key technology that Branch and others are using to create spontaneity is spatial gaming infrastructure. At its core, the technology allows users to only hear people within their nearby proximity, and get quieter as they “walk” away. It gives the feeling of a hallway bump-in.

Dayton Mills thinks that the winning company in this crowded space is the one that can create a space that cultivates and sparks spontaneity.

“You can’t create the serendipity itself directly,” he said. “So create that environment.”

Gather, likely the largest virtual HQ platform out there, has embedded features to do what Mills is suggesting, such as “shoulder taps” to prompt a co-worker to chat, or pool tables where employees can circle around and start a virtual game of pool. The office tour included seeing a corgi on the desk, jack-o-lanterns and this reporter even added some floor plants to the set-up.

Gather’s main floor.

“You don’t need to worry about constantly worrying about if you’re being seen or not, but you will hear anyone who tries to come and talk to you,” said Phillip Wang, the founder of Gather.

The office design includes whiteboards and floating Google Docs to promote announcements and conversations.

Gather has been in the works for more than 18 months, since Wang and his friends graduated college. The team first tried to create custom wearables that would show you which of your friends were able to talk so you can tap into a conversation. When that didn’t work, they pivoted into apps, VR and full-body robotics. Then COVID-19 hit, and they saw an opening in the workplace.

Trillions, billions or none of the above?

Gather raised some money from angel investors, but has largely stayed away from institutional investors due to the potential of their cap table “biasing” the growth and direction of the company.

“You could easily end up in situations where the only options are ones you’re not happy with,” Wang said, of bringing VCs on at this stage. “We always want the way we make money to be aligned and incentivized to do good for our users.”

Angel investor Josh Elman tells me that many VCs are interested in the product, given traction and team, but also because virtual HQs have the potential to be more than just, well, virtual HQs. While offices are one space that the technology can occupy, the same base can be applied to schools, events, weddings and more.

To show potential, Elman nodded at Hopin, an online events platform that recently raised $125 million at a $2.1 billion valuation. It seems that most VCs agree there will be a number of winners in the events space, but it just comes down to the stickiness of the platform.

With the right value proposition, it’s not hard for people to understand multiplayer online gaming. For example, Epic Games’ Fortnite threw a psychedelic Travis Scott concert and more than 12.3 million people watched.

Thus, people are smart enough to understand gaming — but what about wanting to do it every single day with their colleagues, sans music and flashing lights? The total addressable market for professional, social gaming is murky. What if these platforms are a little bit more palatable as healthy businesses, instead of betting that the upstarts are a venture-backable business that could one day become a $100 billion business?

Image Credits: Bryce Durbin

Huddle’s Florent Crivello disagrees. He thinks the market opportunity for his company, an in-stealth remote HQ, is in the trillions because it has the potential to disrupt real estate, transportation and, in a macro sense, urban cities.

“I tell my former colleagues at Uber that I’m still working on transportation,” he said. “It’s just that the future of transportation is no transportation.”

Huddle has been in private beta for six months and is used by teams at Apple and Uber. There have been tens of thousands of hours of meeting on the platform, and Crivello says that some customers have stopped using Slack or Zoom altogether.

“The mistake they’re making at Slack is that there’s a difference between seeing a list of names on the screen and clicking on a name. And there’s a difference between seeing someone in the office and saying hi,” he said. “I think there’s something very human about the latter.”

Sahil Lavingia, the founder of Gumroad, got rid of Gumroad’s office in 2016, and says that they’re never going back.

“Offices are just too expensive and not necessary 40 hours a week,” he said. “I don’t think physical offices will go away, but they’ll be vastly diminished now that people know work can happen quite effectively, remotely. It’s also much cheaper.” Lavingia invested in Branch’s seed round.

Megan Zengerle, a partner at Sweat Equity who previously had a career in HR, said that companies considering virtual HQs should think about how long-term the solution is.

“Is that truly the culture you want to build for the company? Is that something that will serve the company long term? Is it logical sense to set up that way?” Zengerle said. “Culture is living and breathing, it’s not a static thing that you set and is done.”

Zengerle thinks that virtual HQs depend largely on the scope and product of the team. Most definitely, she does not think the solution is one size fits all.

“There’re a lot of playbooks coming out of the pandemic,” she said. “But the way you vary happens across each employee in the organization, much less organization by organization.”

These are the hurdles that have limited startups in the past, including 2011 TechCrunch Disrupt winner Shaker, from attracting a large customer base.

Before the pandemic, the world was not culturally ready for widespread remote work. Then, COVID-19 forced offices closed and employees adapted. These startups are betting that with the mass adaptation will come another cultural shift, one that could bring the metaverse into mainstream.


Source: Tech Crunch

Apple embraces iOS 14 home screen customization by fixing how app shortcuts work

Apple is making a change to how app shortcuts work in the next release of the iOS 14 operating system. In iOS 14.3, beta 2, the Shortcuts app will now no longer open when you tap on an app shortcut on your iPhone’s home screen. That means users who have created custom icons for their favorite apps as part of their iOS 14 home screen makeover will no longer be annoyed with this intermediate step where the Shortcuts app opens before the actual app does.

The change was first spotted by MacStories’ founder Federico Viticci.

A tweet from Apple Terminal shows the update in action. (You’ll notice a small pop-up still displays when the app opens, but the full launch of the Shortcuts app has been bypassed.)

Though only a slight tweak, the change will be welcomed by those who have customized their home screen following the release of iOS 14.

The launch of iOS 14 in September had introduced one of the biggest updates to the iPhone user’s interface in years. Users were finally able to customize their home screen to their liking by offloading less-used apps to their App Library as well as by adding customizable widgets to their home screen. Though widgets were originally designed to allow important information — like your next calendar appointment, to do’s, or today’s weather, for example — to sit directly on the home screen, they soon began to be used for much more.

Widget makers — like Widgetsmith and Color Widgets, for example — launched tools that let users design their own widgets, by picking the font, the size, the color and more. Users could even choose a particular photo to pin to their home screen using these tools.

The next step in the customization process relied on a previously available but little used trick: creating alternative app icons using Apple’s Shortcuts app. This somewhat cumbersome process was detailed and demonstrated by users on TikTok, which helped make the home screen customization craze go viral. Simply put, the process let you assign your own icon to any app using a particular function within Shortcuts.

This allowed you to create icons that matched your home screen aesthetic, which now consisted of a wallpaper, custom widgets, and only the handful of icons that earned home screen (instead of App Library) placement.

However, one of users’ biggest complaints with their custom icons is that, when tapped, the Shortcuts app would briefly open to run the process that then opens the app in question. It was an annoyance of sorts.

Apple, it seems, is addressing the Shortcuts issue. In the beta version of iOS 14.3, the app will open directly.

Now, if only Apple would allow users to hide their widgets’ labels, we’d be all set. Unfortunately, that change doesn’t seem to be in the works.


Source: Tech Crunch

Charge, please: Apple will pay $113M to settle 34-state ‘batterygate’ lawsuit

Apple has agreed to pay $113 million to 34 states and the District of Columbia to settle allegations that it broke consumer protection laws when it systematically downplayed widespread iPhone battery problems in 2016. This is in addition to the half billion the company already paid to consumers over the issue earlier this year and numerous other fines around the world.

The issue, as we’ve reported over the years, was that a new version of iOS was causing older (but not that old) iPhones to shut down unexpectedly, and that an update “fixing” this issue surreptitiously throttled the performance of those devices.

Conspiracy-minded people, which we now know are quite numerous, suspected this was a deliberate degradation of performance in order to spur the purchase of a new phone. This was not the case, but Arizona Attorney General Mike Brnovich, who led the multi-state investigation, showed that Apple was quite aware of the scale of the issue and the shortcomings of its solution.

Brnovich and his fellow AGs alleged that Apple violated various consumer protection laws, such as Arizona’s Consumer Fraud Act, by “misrepresenting and concealing information” regarding the iPhone battery problems and the irreversible negative consequences of the update it issued to fix them.

Apple agreed to a $113M settlement that admits no wrongdoing, to be split among the states however they choose. This is not a fine, like the €25M one from French authorities; if Apple had been liable for statutory penalties those might have reached much, much higher than the amount agreed to today. Arizona’s CFA provides for up to $10,000 per willful violation, and even a fraction of that would have added up very quickly given the amount of people affected.

In addition to the cash settlement, Apple must “provide truthful information to consumers about iPhone battery health, performance, and power management” in various ways. The company already made changes to this effect years ago, but in settlements like this such requirements are included so they can’t just turn around and do it again, though some companies, like Facebook, do it anyway.


Source: Tech Crunch

Interlocking AIs let robots pick and place faster than ever

One of the jobs for which robots are best suited is the tedious, repetitive “pick and place” task common in warehouses — but humans are still much better at it. UC Berkeley researchers are picking up the pace with a pair of machine learning models that work together to let a robot arm plan its grasp and path in just milliseconds.

People don’t have to think hard about how to pick up an object and put it down somewhere else — it’s not only something we’ve had years of practice doing every day, but our senses and brains are well adapted for the task. No one thinks, “what if I picked up the cup, then jerked it really far up and then sideways, then really slowly down onto the table” — the paths we might move an object along are limited and usually pretty efficient.

Robots, however, don’t have common sense or intuition. Lacking an “obvious” solution, they need to evaluate thousands of potential paths for picking up an object and moving it, and that involves calculating the forces involved, potential collisions, whether it affects the type of grip that should be used, and so on.

Once the robot decides what to do it can execute quickly, but that decision takes time — several seconds at best, and possibly much more depending on the situation. Fortunately, roboticists at UC Berkeley have come up with a solution that cuts the time needed to do it by about 99 percent.

The system uses two machine learning models working in relay. The first is a rapid-fire generator of potential paths for the robot arm to take based on tons of example movements. It creates a bunch of options, and a second ML model, trained to pick the best, chooses from among them. This path tends to be a bit rough, however, and needs fine-tuning by a dedicated motion planner — but since the motion planner is given a “warm start” with the general shape of the path that needs to be taken, its finishing touch is only a moment’s work.

Diagram showing the decision process – the first agent creates potential paths and the second selects the best. A third system optimizes the selected path.

If the motion planner was working on its own, it tended to take between 10 and 40 seconds to finish. With the warm start, however, it rarely took more than a tenth of a second.

That’s a benchtop calculation, however, and not what you’d see in an actual warehouse floor situation. The robot in the real world also has to actually accomplish the task, which can only be done so fast. But even if the motion planning period in a real world environment was only two or three seconds, reducing that to near zero adds up extremely fast.

“Every second counts. Current systems spend up to half their cycle time on motion planning, so this method has potential to dramatically speed up picks per hour,” said lab director and senior author Ken Goldberg. Sensing the environment properly is also time-consuming but being sped up by improved computer vision capabilities, he added.

Right now robots doing pick and place are nowhere near the efficiency of humans, but small improvements will combine to make them competitive and, eventually, more than competitive. The work when done by humans is dangerous and tiring, yet millions do it worldwide because there’s no other way to fill the demand created by the growing online retail economy.

The team’s research is published this week in the journal Science Robotics.


Source: Tech Crunch

A Biden presidency doesn’t need a Green New Deal to make progress on climate change

Even without a Green New Deal, the sweeping set of climate-related initiatives many Democrats are pushing for, President-elect Joe Biden will have plenty of opportunities to move ahead with much of the ambitious energy transformation plan as part of any infrastructure or stimulus package.

Should Republicans manage to maintain control of the Senate, there are still several opportunities to build climate-friendly policies into the infrastructure and stimulus bills Congress will be pushing through as its first orders of business, according to experts, investors and advisors to the President-elect.

That’s good news for established companies and the wave of startups focused on technologies to reduce greenhouse gas emissions that cause global climate change. And these changes could happen despite intransigence from even moderate Republicans like Mitt Romney on climate issues.

“I think people are saying that conservative principles still account for a majority of public opinion in our country,” Romney said on “Meet the Press” Sunday. “I don’t think they want to sign up for a Green New Deal. I don’t think they want to sign up for getting rid of coal or oil or gas. I don’t think they’re interested in Medicare for All or higher taxes that would slow down the economy.”

Already, current market conditions are forcing some of the largest oil, gas and energy companies to transition to renewables. As those companies begin closing refineries in the U.S., Congress is going to feel increasing pressure to find a way to replace those jobs.

For instance, Shell announced earlier this month in Louisiana that it was closing a factory and laying off roughly 650 workers. The closure is primarily due to declining demand for oil brought about by the COVID-19 pandemic, but both Netherlands-headquartered Shell and its U.K.-based counterpart BP believe fossil fuel consumption may have reached its peak in 2019 and is headed for long-term decline.

U.S. oil and gas giants aren’t immune from the economic impacts of COVID-19 and a global shift away from fossil fuels either. Two of the largest companies, Chevron and ExxonMobil, have seen their share prices decline over the past year as the oil industry reckons with steep reductions in demand and other market pressures.

Meanwhile, some of the nation’s largest utilities are working to phase out fossil fuel-based power generation.

The markets are already supporting the transition to renewable energy, without much government guidance, at least here in the U.S. So against this backdrop, the question isn’t if the government should be supporting the transition to renewable energy, but how quickly stimulus can be mobilized to save American jobs.

“A lot of the really consequential climate-related stuff that’s going to come out in the [near term] … won’t actually be related to renewables,” an advisor to the President-elect said.

So the questions become: What will economic stimulus look like? How will it be distributed? and how will it be financed?

Image Credits: Artem_Egorov/Getty Images

Economic stimulus, COVID-19 and climate

President-elect Biden has already spelled out the first priorities for his incoming administration. While trying to manage the COVID-19 pandemic that has already killed over 238,000 Americans comes first, dealing with the economic fallout caused by the response to the pandemic will quickly follow.

Climate-friendly initiatives will loom large in that effort, analysts and advisors indicate, and could be a boon to new technology companies — as well as longtime players in the fossil fuels business.

“If we are going to be spending that money, there is an enormous opportunity to make sure that these investments are moving us forward and not recreating problems,” said one advisor to the Biden campaign earlier this year.

To understand how the trillions of dollars that are up for grabs will be spent, it’s helpful to think in terms of short-, medium- and long-term goals.

In the short term, the focus will be on “shovel-ready” projects that can be spun up as quickly as possible. These would be initiatives like environmental retrofits and building upgrades; repairing and upgrading water systems and electricity grids; providing more manufacturing incentives for electric vehicles; and potentially boosting money for environmental remediation and reclamation projects.

In all, that spending could total $750 billion by some estimates and would be used to get Americans back to work with a focus on industrial and manufacturing jobs that could have long-term benefits for the national economy — especially if that spending targets the government-designated Opportunity Zones carved out around the country to help low-income rural and urban communities.

If these efforts incorporate Opportunity Zones, there’s a chance to deploy the cash even faster. And if there are ways to preferentially rank infrastructure projects that also include a tech component, then that’s even better for startups who have managed to overcome hurdles associated with technology risk.

“Any time you craft policy, especially federal policy, you have to be so careful that the incentives line up correctly with what you’re trying to achieve,” said a Biden advisor.

Medium- and longer-term goals will likely require more time to plan and develop, because they’re relying on newer technologies in some cases, or they will have to wind their way through the planning process at the local and state levels before they can receive federal funds to begin construction.

Expect another $60 billion to be spent on these projects to finance development, workforce training and reskilling to prepare a labor force for a different kind of labor market.

Incentives over mandates 

One of the biggest risks that Biden administration climate policies face is the potential for legal challenges heard before an increasingly sympathetic conservative judiciary appointed under the Trump administration.

These challenges could force the Biden team to emphasize the financial benefits of adopting business-friendly carrots over regulatory sticks.

“Whenever possible you do want to let the markets figure themselves out,” said the advisor to the President-elect. “You always want to default to incentives rather than mandates.”

Coming off of the news this week that Pfizer has received positive results for its vaccine, there are some models from the current administration’s progress on a COVID-19 vaccine that can be instructive.

While Pfizer wasn’t involved in the Operation Warp Speed program created by the Department of Health and Human Services, the company did cut a $2 billion deal with the government that guaranteed a market for its vaccines.

The type of public-private partnerships that Connecticut Senator Chris Murphy mentions could also be employed in the climate space — especially in areas that will be hardest hit by the transition away from coal.

Some of that spending guarantee could come in the form of environmental remediation for orphaned natural gas wells or coal mining operations — especially in regions of the country like the Dakotas, Montana, West Virginia and Wyoming, that would be hardest hit by a transition away from fossil fuels. Some could come from the development of new geothermal engineering projects that require the same kind of skills that engineering firms and oil companies have developed over the past decades.

And, there’s the looming promise of a hydrogen-based economy, which could take advantage of some of the existing oil-and-gas infrastructure and expertise that exists in the country to transition to a cleaner energy future (n.b., that’s not necessarily a clean energy future, but it’s a cleaner one).

Already, nations like Japan are building the groundwork for replacing oil with hydrogen fuels, and these kinds of incentive-based programs and public-private partnerships could be a big boost for startups in a number of industries as well.

Image Credits: Cameron Davidson/Getty Images

Sharing the wealth (rural edition)

Any policies that a Biden administration enacts would have to focus on economic opportunity broadly, and much of the proposed plan from the campaign fulfills that need. One of its key propositions was that it would be “creating good, union, middle-class jobs in communities left behind, righting wrongs in communities that bear the brunt of pollution, and lifting up the best ideas from across our great nation — rural, urban and tribal,” according to the transition website.

An early emphasis on grid and utility infrastructure could create significant opportunities for job creation across America — and be a boost for technology companies.

“Our electric power infrastructure is old, aging and not secure,” said Abe Yokell, co-founder of the energy and climate-focused venture capital firm Congruent Ventures. “From an infrastructure standpoint, transmission distribution really should be upgraded and has been underinvested over the years. And it is in direct alignment with providing renewable energy deployment across the U.S. and the electrification of everything.”

Combining electric infrastructure revitalization with new broadband capabilities and monitoring technologies for power and water would be a massive windfall for companies like Verizon (which owns TechCrunch), and other networking companies. It also provides utilities with a way to adjust their rates (which they appreciate).

Those infrastructure upgrades are also useful in helping utilities find a way to repurpose stranded coal assets that are both costly and — increasingly — useless.

“Coal … it doesn’t make sense to burn coal anymore,” Yokell said. “People are doing it even though it’s out of the money for liability reasons … everyone is looking to retire coal even in the assets.”

If those assets can be decommissioned and repurposed to act as nodes on a distributed energy grid using energy storage to smooth capacity in the same way that those coal plants used to, “it’s a massive win,” according to Yokell. Adoption of energy storage used to be a cost issue, Yokell said. “It’s now a siting issue.”

Repowering old hydroelectric assets with newer, more efficient technologies offer another way to move the needle with shovel-ready projects and is an area where startups could stand to benefit from the push. It’s also a way to bring jobs to rural communities.

The promise of infrastructure spending can be born out across urban and rural areas, but the stimulus benefits don’t end there.

For rural communities there are business opportunities in “climate-smart agriculture, resilience and conservation, including 250,000 jobs plugging abandoned oil and natural gas wells and reclaiming abandoned coal, hardrock and uranium mines,” as the Biden transition team notes. And there’s a huge opportunity for oil industry workers to find jobs in the new and growing tech-enabled geothermal energy industry.

The farm subsidies that have skyrocketed under the Trump administration could continue, just with a more climate-focused bent. Instead of literally giving away the farm to the tune of a projected $46 billion that the Trump administration will hand out to farmers over the course of 2020, payouts could be predicated on “carbon farming.” Wooing the farm vote with the promise of payouts for carbon sequestration could be a way to restart a conversation around a carbon price (a largely failed prospect in government circles). Beyond carbon sequestration, rapid innovations in synthetic biology for biomaterials, coatings and even food could take advantage of the big biofuel fermenters and feedstocks in the Midwest to enable a new biomanufacturing industry.

Furthermore, the expansion of rail lines thanks to the fracking and oil boom means opportunities and the potential to build out other types of manufacturing capacity that can be transported across the U.S.

vw-plant-tennessee

Volkswagen broke ground Wednesday, November 13, 2019 on an $800 million factory expansion in Tennessee that will be the North American hub of its electric vehicle plans. Image Credits: Volkswagen

Sharing the wealth (urban edition) 

The same spending that could juice rural economies can be equally applied in America’s largest cities. Any movement to boost the auto industry through incentives around electric vehicles or federal mandates to upgrade fleets would do wonders for automakers and the original equipment manufacturers that supply them.

Public-private partnerships for urban infrastructure could first receive support from funds devoted to planning and managing upgrades. That could boost the adoption of new tech from startup companies around the country, while creating new jobs for a significant number of workers through implementation.

One large area where urban economic revitalization and climate policies can intersect is in the relatively unsexy area of weatherization, energy efficient appliance installation and building retrofits.

“Local governments across the country are highly interested in the green economy and transitioning to the low-carbon economy,” said Lauren Zullo, the director of environmental impact at the real estate management firm, Jonathan Rose Companies. “Cities are really looking to partner with the private real estate sector because they know we’re going to have to get buildings involved in the green economy. And any work that you do retrofitting local buildings is literally local economy.”

By channeling dollars into green retrofits and the deployment of distributed renewable energy, local economies will get a huge boost — and one that disproportionately will go to helping the communities that have been on the front lines of climate change.

You saw … a lot of investment made just this way out of the Recovery Act,” Zullo said, referring to the American Recovery and Reinvestment Act of 2009, the stimulus bill passed in the first term of the Obama administration. “A lot of [funds] focused on low-income weatherization that were earmarked for low income and affordable housing. [Those] funds have allowed us to reduce energy consumption anywhere from 30% to 50% … and being able to gain those utility cost savings have been transformational to those communities.”

Why are these programs so important? Zullo explained further, “Low-income folks are disproportionately burdened by utility and energy costs. Any sort of energy-saving opportunities that we can earmark or target in these low-income communities is truly impactful … not just on a carbon footprint, but on the lives and success of these low-income communities.”

Paying for it

For even this more-modest legislation to make it through Congress, a Biden administration will have to answer the questions of who would pay for the stimulus and how it would get distributed.

In a tweet, the political commentator Matthew Yglesias proffered that the country could afford “to throw an ice cream party.” That policy would enable Republicans to keep the tax cuts while allowing the government to continue to spend on stimulus measures.

“[Interest] rates are very low. The country can afford an ice cream option where we spend money on some good things and ‘offset’ with tax cuts,” Yglesias wrote.

To distribute the funds, Congress could set up a body similar to the Reconstruction Finance Corporation (RFC), which was established by Herbert Hoover’s administration back at the start of the Great Depression. It was expanded under Franklin Delano Roosevelt to disburse funds to financial institutions, farms and corporations at risk of collapse.

While the success of the institution itself is somewhat murky, the RFC along with federal deposit insurance and the related Commodity Credit Corporation (which, unlike the RFC, still exists) laid the groundwork for the country to emerge from the Great Depression and gear up manufacturing to engage with a world at war in the 1940s.

The durability of the CCC could provide a model for any infrastructure credit corporation that the government may want to establish.

Some investors support the idea. “It’s more about channeling dollars to state, municipal or private businesses with the ability to underwrite heavily subsidized loans to any entity proposing a modern infrastructure project that could be paid through municipal bonds or tolling,” said one investor in the infrastructure space. “It would offer a credit backstop to anyone who wanted to invest in infrastructure and could have a technological requirement associated with it.”

Several investors suggested that capital from loans paid out through the infrastructure bank could finance the reshoring of industry, with potential tax revenues from the businesses offsetting some of the costs of the loans. Some of these measures could have additional economic benefits if the loans get funneled through local financial institutions as well.

“If you think about a vehicle to deliver these funds, you already have an existing architecture to deliver this … which is the municipal bond market,” said Mark Paris, a managing partner at Urban.us, a venture capital fund focused on urban infrastructure. 

The infrastructure answer

There’s no shortage of levers that the Biden administration can pull to reverse the course of the Trump administration’s policies on climate change, but many of these federal policy changes are likely to face challenges in courts.

Vox’s David Roberts has an excellent run down of some of the direct actions that Biden can take along the path toward decarbonization of the U.S. economy. They include restoring the over 125 climate and environmental regulations that the Trump presidency reversed or rolled back; working with the Environmental Protection Agency to develop a new, more sweeping version of the original Obama-era Clean Power Plan; push the Department of Transportation’s development of new fuel economy standards; and supporting California’s own, very aggressive vehicle standards.

Biden can also encourage financial markets to make more of an effort to price climate risk into their financial models for investment, which would further encourage investment in climate-friendly businesses and a divestment from fossil fuels, as Roberts notes.

Some of America’s largest financial services institutions are already doing just that, and oil-and-gas companies are wrestling with the need to transition to renewable or emission-free fuels as their share prices take a pummeling and demand plummets on the back of the COVID-19 pandemic.

As Mother Jones suggested last year, a Biden administration could declare climate change a national security emergency, in the same way that the Trump administration declared immigration to be a national security emergency. That would give Biden extensive powers to reshape the economy and directly influence industrial policy.

Declaring a national climate emergency would give Biden the powers he needs to enact much of the infrastructure initiatives that comprise the President-elect’s energy plan, but not a popular mandate to support it.

Before taking that step, Biden may choose to try and exhaust all legislative options first. In a divided Congress that means focusing on infrastructure, jobs and industry incentives.

“The impacts of climate change don’t pick and choose. That’s because it’s not a partisan phenomenon. It’s science. And our response should be the same. Grounded in science. Acting together. All of us,” Biden said in a September speech.

“These are concrete, actionable policies that create jobs, mitigate climate change and put our nation on the road to net-zero emissions by no later than 2050,” he said. “We can invest in our infrastructure to make it stronger and more resilient, while at the same time tackling the root causes of climate change.”


Source: Tech Crunch