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Archivo del Autor: Belen De Leon

Tecton.ai nabs $35M Series B as it releases machine learning feature store

Tecton.ai, the startup founded by three former Uber engineers who wanted to bring the machine learning feature store idea to the masses, announced a $35 million Series B today, just seven months after announcing their $20 million Series A.

When we spoke to the company in April, it was working with early customers in a beta version of the product, but today, in addition to the funding they are also announcing the general availability of the platform.

As with their Series A, this round has Andreessen Horowitz and Sequoia Capital coming back to co-lead the investment. The company has now raised $60 million.

The reason these two firms are so committed to Tecton is the specific problem around machine learning the company is trying to solve. “We help organizations put machine learning into production. That’s the whole goal of our company, helping someone build an operational machine learning application, meaning an application that’s powering their fraud system or something real for them […] and making it easy for them to build and deploy and maintain,” company CEO and co-founder Mike Del Balso explained.

They do this by providing the concept of a feature store, an idea they came up with and which is becoming a machine learning category unto itself. Just last week, AWS announced the Sagemaker Feature store, which the company saw as major validation of their idea.

As Tecton defines it, a feature store is an end-to-end machine learning management system that includes the pipelines to transform the data into what are called feature values, then it stores and manages all of that feature data and finally it serves a consistent set of data.

Del Balso says this works hand-in-hand with the other layers of a machine learning stack. “When you build a machine learning application, you use a machine learning stack that could include a model training system, maybe a model serving system or an MLOps kind of layer that does all the model management, and then you have a feature management layer, a feature store which is us — and so we’re an end-to-end lifecycle for the data pipelines,” he said.

With so much money behind the company it is growing fast, going from 17 employees to 26 since we spoke in April with plans to more than double that number by the end of next year. Del Balso says he and his co-founders are committed to building a diverse and inclusive company, but he acknowledges it’s not easy to do.

“It’s actually something that we have a primary recruiting initiative on. It’s very hard, and it takes a lot of effort, it’s not something that you can just make like a second priority and not take it seriously,” he said. To that end, the company has sponsored and attended diversity hiring conferences and has focused its recruiting efforts on finding a diverse set of candidates, he said.

Unlike a lot of startups we’ve spoken to, Del Balso wants to return to an office setup as soon as it is feasible to do so, seeing it as a way to build more personal connections between employees.


Source: TechCrunch

Top Christmas gifts for PC gamers, from graphics cards to gaming chairs

Our top suggestions for spoiling the PC gamer in your life in the Holiday 2020 season.
Source: TechRadar

Kratos in Fortnite is a step too far – here's why

Seeing Kratos dancing around like a moron in Fortnite brings shame on the Greek God.
Source: TechRadar

Apple Music is now available on Google Nest smart speakers and displays – CNET

You can now stream your favorite Apple Music tunes from your Google smart home devices.
Source: CNET

Best security camera 2020: keep an eye on your home with these 10 smart cameras

We’ve collected together all of the best smart security cameras for keeping your house safe when you’re not around.
Source: TechRadar

Watch a new SpaceX Dragon spacecraft dock with the ISS loaded with experiments – CNET

A Dragon 2 capsule is set to connect with the International Space Station on Monday after being boosted to orbit by a Falcon 9 rocket.
Source: CNET

Mysterious monoliths in Utah, California, Romania, England: Everything we know so far – CNET

These pesky monoliths keep appearing (and disappearing), and they’re utterly fascinating.
Source: CNET

Best projector for home theater in 2020: BenQ, Epson, Optoma, Anker and more – CNET

From portable projectors to 1080p home theater models to light cannons built for gaming or 4K HDR, these are the best projectors for the money.
Source: CNET

Tinder makes it easier to report bad actors using ‘unmatch’ to hide from victims

Last month, Bumble introduced a new feature that would prevent bad actors from using the dating app’s “unmatch” feature to hide from victims. Now Tinder has done something similar. The company announced on Friday it will soon roll out an update to its app that will make it easier for users to report someone who has used the unmatch feature in an effort to get away with their abuse. But in Tinder’s case, it’s only making it easier for users to learn how to report the violation, rather than giving the victims a button in the chat interface to report the abuse more directly.

Tinder notes that users have always been able to report anyone on the app at any time — even if the person had used the unmatch feature. But few users likely knew how to do so, since there weren’t obvious explanations in the app’s user interface about how to report a chat after it disappeared.

With the update, Tinder says it will soon add its “Safety Center” shield icon within the Match List, where the chats take place. This will direct users to the Safety Center in the app, where they can learn how to report users who aren’t displayed on the Match List because they used the unmatch feature.

Image Credits: Tinder

The updates to both Tinder and Bumble came about following an investigation by the Australian Broadcasting Corporation, which found that 48 out of 231 survey respondents who had used Tinder said they had reported other users for some kind of sexual offense. But only 11 of those reports had received any replies, and even fewer offered specific information about what was being done.

The story had also explained how bad actors would take advantage of the dating app’s “unmatch” feature to hide from their victims. After unmatching, their chat history would disappear from the victim’s phone, which would have allowed the user to more easily report the abuse to Tinder or even to law enforcement, if needed.

Though Tinder was the focus of the story, Bumble quickly followed up to say it was changing how unmatching on its app would work. Instead of having the chat disappear when unmatched, Bumble users are now shown a message that says the other person has ended the chat. Here, they’re given the option to also either delete the chat or report it.

The ability to report the chat directly from the messaging inbox is what makes Bumble’s solution more useful. Tinder, on the other hand, is just redirecting users to what’s essentially its help documentation — the Tinder Safety Center — to learn how to go about making such a report. The addition of this extra step could end up being a deterrent to making these reports, as it’s less straightforward than simply clicking a button that reads “Report.”

Tinder also didn’t address the other issues raised by the investigation, which said many reports lacked follow-up or clear information about what actions Tinder was taking to address the issues.

Instead, the company says that it will continue to acknowledge when reports are received to let the member making the report know an appropriate action will be taken. Tinder added it will also direct users to trained resources for crisis counseling and survivor support; remove accounts it finds have been reported for violent crimes; and will continue to work with law enforcement on investigations, when required. These actions, however, should be baseline features for any dating app, not points of pride.

Tinder stressed, too, that it would not remove the unmatch feature, which is necessary for safety and privacy of its members. That seems to miss the point of what users’ complaints were about. Tinder users were not angry or concerned that an unmatching feature existed in the first place, but that it was being used by bad actors to avoid repercussions for their abuse.

The company didn’t say precisely when the changes to the dating app would roll out, beyond the “coming weeks.”

Today, Tinder parent company also announced a partnership with RAINN, a large anti-sexual violence organization, to conduct “a comprehensive review of sexual misconduct reporting, moderation, and response across Match Group’s dating platforms” and “to work together to improve current safety systems and tools.”

The organization will review Tinder, Hinge, and Plenty of Fish to determine what best practices should be. Match says the partnership begins today and will continue through 2021.

“Every person deserves safe and respectful experiences, and we want to do our part to create safer communities on our platforms and beyond,” said Tracey Breeden, Head of Safety and Social Advocacy for Match Group, in a statement. “By working together with courageous, thought-leading organizations like RAINN, we will up level safety processes and strengthen our responses for survivors of sexual assault. Safety challenges touch every corner of society. We are committed to creating actionable solutions by working collaboratively with experts to innovate on meaningful, industry-led safety approaches,” she added.

 


Source: TechCrunch

iPad deal alert: the all-new Apple iPad gets a $30 price cut at Amazon

This iPad deal at Amazon includes the all-new Apple iPad on sale for $299 and available to ship before Christmas Day.
Source: TechRadar

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