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Twitter users around the world have reported some short partial outages today, with the platform not displaying certain tweets or not able to retrieve any at all.

TC’s own geographically distributed staff reported issues with accessing tweets in Europe, India and the US, for example, while DownDetector‘s map indicated some service issues across the world — with a more severe outage apparently concentrated in Japan.

In a support tweet, Twitter confirmed it’s had an issue — writing: “You may have had trouble sending and seeing Tweets” — but added the problem had been fixed. It didn’t offer further details about the issue.

Service outages aren’t unusual for Twitter, although the platform’s stability has improved greatly since the iconic ‘fail whale’ days. In recent years more major outages have been reported in 2017, 2018 and 2019.

Today’s flakiness appears to be pretty minor — resolving after a few minutes for users in Europe, for example.

Algorithms are reshaping many parts of our lives, including how news gets to us. Around the world, entrepreneurs make use of algorithms to program their ideal news apps, and while they normally agree on universal objectives like fighting fake news, their views diverge elsewhere, leading to different applications of machines and user experiences.

No one has a monopoly over the “right” approach to build an algorithmic news app, but it’s perhaps timely and necessary to examine various players in the field and ask how their black boxes affect people’s content consumption. We need look no further than China and the U.S., where machine-driven news platforms are in full bloom.

Show me more of what I want

Before ByteDance became synonymous with TikTok globally, it was known in China for its algorithm-powered news app Jinri Toutiao, or Today’s Headlines. The Chinese app has not disclosed its user numbers for years, but third-party data suggests it had 360 million monthly active users by January 2020, eight years after launching.

Zhang Yiming, the founder of ByteDance, built Toutiao with the goal to give users more of what they want.

“We pictured Toutiao’s feed to be a smart antenna linked to an infinite ocean of information. When you swipe, you retrieve what you’re most interested in right now and in this place,” said Zhang at the company’s seventh anniversary. His remark echoes the app’s catchy tagline: Only what you care are headlines.

To achieve its mission, the app predicts user preferences based on a few parameters, Toutiao’s scientist Cao Huanhuan revealed in a speech in 2018: profiles per the app’s understanding of user demographics; content’s timeliness and popularity; users’ locations; and what similar users like to consume. The app then measures the success of its recommendations by tracking clicks, time spent, likes, comments and shares.

Having world-class algorithms is just part of the story; the other challenge is to create Zhang’s “ocean of information.” Early on, Toutiao relied on crawling the internet to fill its reservoir; these days, the app runs a publishing platform with creators ranging from news outlets, bloggers, celebrities, through to influencers. To sustain the torrent of information available, the app doles out subsidies and devises monetization methods for creators, sharing ad revenue and allowing them to sell products.

Image Credits: Toutiao (opens in a new window)

SAP seemed to be all in on customer experience when it acquired Qualtrics for $8 billion in 2018. It continued on that journey today when it announced it was acquiring Austrian cloud marketing company Emarsys for an undisclosed amount of money.

Emarsys, which raised over $55 million, according to PitchBook data, gives SAP customer personalization technology. If you talk to any marketing automation vendor over the last several years, the focus has been on using a variety of data and touch points to understand the customer better, and deliver more meaningful online experiences.

With the pandemic closing or limiting access to brick and mortar stores, personalization has taken a new urgency as customers are increasingly shopping online and companies need to meet them where they are.

With Emarsys, the company is getting an omnichannel marketing solution that they say is designed to deliver messages to customers wherever they are including e-mail, mobile, social, SMS, and the web, and deliver that at scale.

When SAP announced it was spinning out Qualtrics a couple of months ago, just 20 months after buying, it left some question about whether SAP was fully committed to customer experience business.

Brent Leary, founder and principal analyst at CRM Essentials says that the acquisition shows that SAP is still very much in the game. “This illustrates that SAP is serious about CX and competing in a highly competitive space. Emarsys adds industry-specific customer engagement capabilities that should help SAP CX customers accelerate their efforts to provide their customers with the experiences they expect as their needs change over time,” Leary told TechCrunch.

As an ERP company at its core, SAP has traditionally focused on back office kind of operations, but Bob Stutz, president, SAP Customer Experience sees this acquisition as a way to continue bringing back office and front office operations together.

“With Emarsys technology, SAP Customer Experience solutions can link commerce signals with the back office and activate the preferred channel of the customer with a relevant and consistently personalized message, allowing customers the freedom to choose their own engagement,” Stutz said in a statement.

The company, which is based in Austria, was founded back in 2000 when marketing was a very different world. It has built a customer base of 1500 companies with 800 employees in 13 offices across the globe. All of this will become part of SAP, of course and come under Stutz’s purview.

As with all transactions of this type it will be subject to regulatory approval, but the deal is expected to close this quarter.

As people continue to work and study from home because of the COVID-19 pandemic, interest in edge computing has increased. Macrometa, a Palo Alto-based that provides edge computing infrastructure for app developers, announced today it has closed a $7 million seed round.

The funding was led by DNX Ventures, an investment fund that focuses on early-stage B2B startups. Other participants included returning investors Benhamou Global Ventures, Partech Partners, Fusion Fund, Sway Ventures, Velar Capital and Shasta Ventures.

While cloud computing relies on servers and data centers owned by providers like Amazon, IBM, Microsoft and Google, edge computing is geographically distributed, with computing done closer to data sources, allowing for faster performance.

Founded in 2018 by chief executive Chetan Venkatesh and chief architect Durga Gokina, Macrometa’s globally distributed data service, called Global Data Network, combines a distributed noSQL database and a low-latency stream data processing engine. It allows developers to run their cloud apps and APIs across 175 edge regions around the world. To reduce delays, app requests are sent to the region closest to the user. Macrometa claims that requests can be processed in less than 50 milliseconds globally, making it 50 to 100 times faster than cloud platforms like DyanmoDB, MongoDB or Firebase. One of the ways that Macrometa differentiates from competitors is that it enables developers to work with data stored across a global network of cloud providers, like Google Cloud and Amazon Web Services (for example), instead of a single provider.

As more telecoms roll out 5G networks, demand for globally distributed, serverless data computing services like Macrometa are expected to increase, especially to support enterprise software. Other edge computing-related startups that have recently raised funding including Latent AI, SiMa.ai and Pensando.

A spokesperson for Macrometa said the seed round was oversubscribed because the pandemic has increased investor interest in cloud and edge companies like Snowflake, which recently held its initial public offering.

Macrometa also announced today that it has added DNX managing partner Q Motiwala, former Auth0 and xnor.ai chief executive Jon Gelsey and Armorblox chief technology officer Rob Fry to its board of directors.

In a statement about the funding, Motiwala said, “As we look at the next five to ten years of cloud evolution, it’s clear to us that enterprise developers need a platform like Macrometa to go beyond the constraints, scaling limitations and high-cost economics that current cloud architecture impose. What Macrometa is doing for edge computing, is what Amazon Web Services did for the cloud a decade ago.”

Motif Foodworks, the Ginkgo Bioworks spinout focused on developing new plant-based flavorings and food ingredients, is readying commercial scale production of its first product an ingredient to improve the flavor of beef substitutes.

The expansion of Motif’s manufacturing capacity presages the commercial availability of its new flavoring, which should be on folded into consumer products by the fourth quarter of 2021, according to Motif chief executive Jonathan McIntyre.

“We’re making the product at pilot scale and we’re happy with the pilotization and now we’re scaling up to do large scales in formula development and characterization and talking to contract manufacturers about getting the product put in,” McIntyre said.

There’s a second product under development that’s focused on nutritional attributes for applications in sports nutrition and nutritional supplements, McIntyre said.

In all, Motif has nine ingredients under development with academic partners that will soon be coming to market.

“The first wave of those [ingredients] is targeted at plant-based meats,” McIntyre said. “Ground beef is the first one and the thing that you usually validate in.”

As the industry matures, there’s a growing sense among the lab grown meat and plant-based meat substitute manufacturers that the process isn’t as simple as just coming up with novel proteins to replicate the bloody taste of meats (like plant-based heme). Instead there’re going to be an array of ingredients and proteins that need to be identified and developed to replicate the fibrous textures and fats that make meat taste like meat.

“It’s not just the muscle meat, what is critical is getting the flavor attributes and the other tissue attributes. When you get a steak and you see the marbleizing. That marbleizing creates a relationship between the protein fibers and the fat… has a lot to do with taste… that does not occur in a plant based product. Even when you cook a plant based burger next to a beef burger you see the fat behavior differently.”

So Motif is working on new ways to make that connective tissue using plant-based substitutes. It’s part of the company’s mission to be the plant-based ingredient company that can replace the chemicals and animal byproducts currently used to add texture and flavor to a whole range of food products.

“The technology is a plant-based set of ingredients that have been transformed to have properties that have connective tissue,” McIntyre said. “We don’t lock in to just one technology. We lock into what is the issue that is going to taste better. We have been building as strong as a food science, food application, culinology approach as we have protein science. Those ingredients are in the late analysis stage.. Where we’ll be making tens of kilos of material and getting those in front of consumers quickly.”

Looking ahead McIntyre said that Motif Foodworks is looking to create what he called new “food forms”. The idea, McIntyre said is to start making foods that have their own unique flavor profiles and ingredients that won’t necessarily need to be compared to an animal substitute.

“If you’re figuring out a way to make the plant-based option taste better, can you do other food forms that may not suffer by comparison to a burger?” McIntry said. “We want to show the plant-based food world it’s not about replacements.”

This is the next step in the evolution of a company that’s not yet two years old.

Motif spun out of Ginkgo Bioworks in February 2019 with a $90 million investment from Fonterra, the New Zealand-based multinational dairy company; the global food processing and trading firm Louis Dreyfus Co.; and Breakthrough Energy Ventures, the climate focused investment fund financed by a global gaggle of billionaires including Marc Benioff, Jeff Bezos, Michael Bloomberg, Richard Branson, Bill Gates, Reid Hoffman, John Doerr, Vinod Khosla, Jack Ma, Neil Shen, Masayoshi Son, and Meg Whitman.

Motif isn’t just focused on making new ingredients and alternatives to traditional meat-based products. The company is also looking at ways to make existing food healthier with novel ingredients.

“That fortification game has been played a lot. We need to figure out how to get more servings of fruits and vegetables to consumers,” said McIntyre. “It could be that our list of ingredients could be more expansive to include not just plant protein.. It might be having two servings of vegetables combined with all of that in a great new food.”

Cisco is making another acquisition to expand its reach in security solutions, this time specifically targeting DevOps and the world of container management. It is acquiring PortShift, an Israeli startup that has built a Kubernetes-native security platform.

Terms of the deal are not being disclosed. PortShift had raised about $5.3 million from Team8, an incubator and backer of security startups in Israel founded by a group of cybersecurity vets. Cisco, along with Microsoft and Walmart, are among the large corporates that back Team8. (Indeed, their participation is in part a way of getting an early look and inside scoop on some of the more cutting edge technologies being built, and in part a way to help founders understand what corporates’ security needs are these days.)

The deal underscores not just how containerization, and specifically Kubernetes, has taken hold of the enterprise world, but also how those working in this area, and building businesses around containerization and Kubernetes, are paying increasing attention to security around them.

Others are also sharpening their focus on containers and how they are secured. Earlier this year, Venafi acquired Jetstack, which runs a certificate controller for Kubernetes; and last month StackRox raised funding for its own approach to Kubernetes security.

Cisco has been a longtime partner of Google’s around cloud services, and it has made a number of acquisitions in the area of cybersecurity in recent years. They have included Duo for $2.35 billion, OpenDNS for $635 million, and most recently Babble Labs (which helps reduce background noise in video calls, something that both improves quality but also helps users ensure unwanted or private chatter doesn’t inadvertently get heard by unintended listeners).

But as Liz Centoni, the SVP of the Emerging Technologies and Incubation (ET&I) Group, notes in a blog post, Cisco is now turning its attention also to how it can help customers better secure applications and workloads, alongside the investments that it has made to help secure people.

In the area of containers, security issues can arise around container architecture in a number of ways: it can be due to misconfiguration; or because of how applications are monitored; or how developers use open-source libraries; and how companies implement regulatory compliance. Other security vulnerabilities include the use of insecure container images; problems with how containers interact with each other; the use of containers that have been infected with rogue processes; and having containers not isolated properly from their hosts.

Centoni notes that PortShift interested them because it provides an all-in-one platform covering the many aspects of Kubernetes security:

“Today, the application security space is highly fragmented with many vendors addressing only part of the problem,” she writes. “The Portshift team is building capabilities that span a large portion of the lifecycle of the cloud-native application.”

PortShift provides tools for better container configuration visibility, vulnerability management, configuration management, segmentation, encryption, compliance and automation.

The acquisition is expected to close in the first half of Cisco’s 2021 fiscal year, when the team will join Cisco’s ET&I Group.

Earlier this month, cloud data warehouse Snowflake turned heads when it debuted on the stock market. Today, Altinity, the commercial company behind the open source ClickHouse data warehouse announced a $4 million seed round from Accel along with a new cloud service, Altinity.Cloud.

“Fundamentally, the company started out as an open source services bureau offering support, training and [custom] engineering features into ClickHouse. And what we’re doing now with this investment from Accel is we’re extending it to offer a cloud platform in addition to the other things that we already have,” CEO Robert Hodges told TechCrunch.

As the company describes it, “Altinity.Cloud offers immediate access to production-ready ClickHouse clusters with expert enterprise support during every aspect of the application lifecycle.” It also helps with application design and implementation and production assistance in essence combining the consulting side of the house with the cloud service.

The company was launched in 2017 by CTO Alexander Zaitsev, who had created and open sourced ClickHouse. Up until now the startup has been bootstrapped with revenue from the services business.

Hodges came on board last year after a stint at VMware because he saw a company with tremendous potential, and his background in cloud services made him a good person to lead the company as it built the cloud product and moved into its next phase.

ClickHouse at its core is a relational database that can run in the cloud or on-prem with big improvements in performance, Hodges says. And he says that developers are enamored with it because you can start a project on a laptop and scale it up from there.

“We’re very simple to operate, just a single binary. You can start from a Docker image. You can run it anywhere, literally anywhere that Linux runs from an Intel Nuc all the way up to clusters with hundreds of nodes,” Hodges explained.

The investment from Accel should help them finish building the cloud product, which has been in private beta since July, while helping them build a sales and marketing operation to help sell it to the target enterprise market. The startup currently has 27 people with plans to hire 15 more.

Hodges says that he wants to build a diverse and inclusive company, something he says the tech industry in general has failed at achieving. He believes that one of the reasons for that is the requirement of a computer science degree, which he says has created “a gate for women and people of color,” and he thinks by hiring people with more diverse backgrounds, you can build a more diverse company.

“So one of the things that’s high up on my list is to get back to a more equitable and diverse population of people working on this thing,” he said.

Over time, the company sees the cloud business overtaking the consulting arm in terms of revenue, but that aspect of the business will always have a role in the revenue mix because this is complex by its nature even with a cloud service.

“Customers can’t just do it entirely by having a push button interface. They will actually need humans that work with them, and help them understand how to frame problems, help them understand how to build applications that take care of that […] And then finally, help them deal with problems that naturally arise when you’re when you’re in production,” he said.

Microsoft just added a couple of key additions to its ever-growing lineup of Surface devices. There are a bunch of new accessories and an update to the Surface Pro X, which you can read about here. The biggest news of the morning, however, is the arrival of the Surface Laptop Go — an affordable take on the company’s well-received Surface Laptop.

The device borrows the naming convention from the Surface Go, a lightweight and cheap entry point into the line. At $549, the Laptop Go is $50 more than that tablet, but is still an extremely affordable take on the category — and if its predecessor is any precedent, you should be getting a pretty decent bang for your buck here.

The specs aren’t exactly exciting. The device ships with either 4 or 8GB of RAM, paired with an 10th gen quad-core Intel i4 processor and 64, 128 or 256GB of storage. Most customers are going to want to pump things up from those base-level specs for all but the most basic applications, which is obviously going to start driving that price up a bit.

Image Credits: Microsoft

The display is an inch and half larger that than the Surface Go 2 at 12 inches and smaller either the 13.5 or 15-inch you get on the standard Laptop. The screen generally is a pretty sizable downgrade from the Laptop, at 1536 x 1024 (148 PPI) to the flagship’s 2256 x 1504 (201 PPI). That’s to be expected, of course, for a product that runs around half the price.

Microsoft is quick to point out the inclusion of a full-size keyboard with 1.3mm of key travel. That’s no doubt designed to contrast it with tablet keyboard cases that are a kind of direct competitor here, not to mention all of the issues Apple has run into with its own laptop keyboards in recent years.

Image Credits: Microsoft

The device weighs 2.45 pounds — making it the lightest Surface Laptop thus far. The ports are, unsurprisingly, fairly limited. There’s a USB-A, USB-C and, of course, that proprietary Surface port the company just can’t quit, on account of all of the existing accessories. The on-board battery can be fast charged and should get about 13 hours of life, per MS’s numbers.

It goes up for pre-order today alongside the new Pro X and will start shipping October 13. Microsoft is also bringing Surface devices to a number of new European countries, including, Bulgaria, Croatia, Czech Republic, Estonia, Greece, Hungary, Latvia, Lithuania, Romania, Slovakia and Slovenia.

Microsoft today announced the second generation of its Arm-based Surface Pro X tablet. The first generation of the Pro X launched last October and since then, Microsoft worked with Qualcomm to design the second generation of the SQ2 processor that powers it. The SQ2 doesn’t fully replace the first-generation SQ1 chip, though. Instead, Microsoft is only using it for the top-end SKUs of the Pro X.

Except for the new processor, we’re still pretty much talking about the same Pro X here that launched last year, with built-in LTE connectivity, two USB-C ports and a 13-inch touchscreen.

Image Credits: Microsoft

Microsoft is also introducing a new color in the form of a new platinum finish, in addition to the existing matte black finish. It’s also launching three new colors for the Pro X keyboards: Ice Blue, Poppy Red and Platinum.

There are some other key updates here, though. Thanks to some software improvements, the Surface Pro X now promises up to 15 hours of battery life.

Image Credits:

But more importantly, Microsoft notes that more software partners are now optimizing their Windows apps for the Arm architecture (Microsoft still spells it ARM in its materials, but Arm PR will surely reach out to them and correct them). When it launched the first iteration, Microsoft saw its fair share of negative reviews because support for third-party drivers was lacking and with that, some apps also failed, while others were simply running slow because they had to rely on emulation – unless their developers released Arm-compatible versions.

Earlier this week, the company already noted that its Edge browser on Arm was getting an update to make it less battery hungry. In addition, Microsoft also noted that it would increase support for running x64 apps with a new x64 emulation rolling out to Windows Insiders in November. Visual Studio, too, has been updated and optimized for Windows 10 on Arm.

Cybersecurity giant Imperva will acquire jSonar, a database security startup that recently landed $50 million from Goldman Sachs.

Financial terms of the deal weren’t disclosed.

The acquisition of jSonar, which provides security and compliance to databases on-premise or in the cloud, will help bolster Imperva’s data security business. As part of the deal, jSonar founder Ron Bennatan will join Imperva to lead its new data security division.

Imperva provides enterprise security, including distributed denial-of-service attacks, to more than 6,200 companies. Earlier this year the company acquired Distil Networks, adding bot protection to its security roster.

“Enterprises have shifted focus from compliance to data security while demanding lower costs and more measurable benefits,” said Imperva chief executive Pam Murphy. “This combination of two uniquely qualified trailblazers will signal a new approach to data security that puts an emphasis on usability and value with sustained and complete coverage for three initiatives organizations need to implement – security, compliance and privacy.”

Last year, private equity firm Thoma Bravo bought Imperva in a $2.1 billion deal to take the company private.

The Imperva-jSonar acquisition is expected to close by mid-October.