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Elon Musk Makes Part of X Algorithm Open Source, Says It ‘Sucks’

Elon Musk Makes Part of X Algorithm Open Source, Says It ‘Sucks’

[Sketchiest Guy in the World Voice] Hey kid, wanna see the X algorithm? It’s right over here. 

No really, Elon Musk appears to be partly making good on his promise about a week ago to open up the X recommendations algorithm for public perusal and input, theoretically making the main feed on his social media platform open source. He previously promised he would do this back in 2022, and sort of did by publishing one snapshot of the code shortly afterward, but that repository wasn’t kept sufficiently up to date to make the X platform qualify as most people’s idea of an open source product.

This release, then, is a promising step in the direction of X truly being an open source product. The next step would be to update this code repository in four weeks, as Musk promised he would do.

Even then, this release wouldn’t mean the open sourcing of X can be marked “promise kept.” In his January 10 X post promising this release, Musk said he would release “all code used to determine what organic and advertising posts are recommended to users.” From where I’m sitting, that has still not even come close to happening.

That’s because on November 26 of last year, the accounts for Musk and Grok posted that Grok is used to sort the posts on everyone’s Following feed by default, although it can be toggled from “popular” to “recent” to make it chronological. That algorithm appears to be missing. The Following and For You feeds on X also have ads, which Musk has indicated are served via an algorithm that he said he would make public. So by my count there should be at least two more releases, possibly more. 

Gizmodo reached out to X for information about whether or not the advertising and Following feed code has already been released, or if it will be released at some point in the future. We will update if we hear back. 

But anyway, here we are with a fresh dump of code. The first thing you should know is that it “sucks,” according to Musk. 

Earlier on the same day Musk said the algorithm sucked, X head of product Nikita Bier seemed to indicate that he was proud of it, noting that in the six months from July of 2025 to this month, daily engagement time from new users has gone from less than 20 minutes to somewhere in the mid-30s. Who’s right? Is it better than ever, or does it suck?

The problem may be that Musk just can’t seem to clean out all the stubborn wokeness residue stuffed into X back when it was called Twitter. His tweet saying it sucked was a response to former video game executive Mark Kern complaining that the algorithm weights posts less heavily if they come from accounts that have been blocked a lot. Kern says he suspects that this biases the algorithm against posts from right-wing accounts like his own. That’s plausible I suppose, though it almost certainly biases the algorithm against accounts that post a lot of harassment and abuse, so make of that what you will.

Judging from what’s in the plain text readme documents in the Github dump, this latest X algorithm is what you probably expect if you use X: an update to the TikTok method of hooking users. My impression of what’s described is that, unsurprisingly, it prioritizes engagement, attempting to figure out which posts will make the user stop scrolling. It pulls from accounts you follow, but also accounts deemed to be similar to those you follow. It’s appealing to your id, not your superego. No matter what you think you’re there to see, it wants to show you whatever will make you keep staring at it. 

In addition to sucking, Elon Musk also says it’s “dumb.” Replying to a complaint from blogger Robert Scoble complaining that the algorithm favors posters who hijack news events, Musk says the algorithm will improve every month—seemingly referring to the four-week expected cadence for GitHub code dumps. 

 

And who knows, maybe users with amazing ideas will dig not just into the readme sections, but right into the code, find the real problems, and pass along suggestions to Musk, and the algorithm will get more satisfying and profitable over time. Alternatively, maybe the needs of a company that wants to hook users in order to get them to watch ads and generate revenue for itself, and the desires of human beings who want to feel well informed and happy are two totally irreconcilable concepts, and making a recommendation algorithm open source in order to try and serve both those types of need is utterly futile. I guess we’ll see which of these maybes is actually true.



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Amazon’s rolling out a free software update for Echo Hub devices that gives the home screen a much-needed update to the interface it launched with in 2024. It had already added Alex Plus AI support, but the new interface has a cleaner, fully customizable layout that fits more smart home info and controls on the screen than the previous version.

A small touchscreen tablet on a counter next to some flowers.

The Echo Hub is also getting access to Ring AI’s Video Search feature that lets you use natural language to search through your smart home camera footage, as well as Alexa Plus summaries of detected camera events.

These are the five new features Amazon highlighted for the Echo Hub:

Organize by r …

Read the full story at The Verge.

#Amazons #Echo #Hub #customizable #Rings #featuresAmazon,Amazon Alexa,News,Smart Home,Tech">Amazon’s Echo Hub gets a customizable new look and Ring’s AI features


	
		

Amazon’s rolling out a free software update for Echo Hub devices that gives the home screen a much-needed update to the interface it launched with in 2024. It had already added Alex Plus AI support, but the new interface has a cleaner, fully customizable layout that fits more smart home info and controls on the screen than the previous version. 

The Echo Hub is also getting access to Ring AI’s Video Search feature that lets you use natural language to search through your smart home camera footage, as well as Alexa Plus summaries of detected camera events. 
These are the five new features Amazon highlighted for the Echo Hub:

Organize by r …
Read the full story at The Verge.#Amazons #Echo #Hub #customizable #Rings #featuresAmazon,Amazon Alexa,News,Smart Home,Tech

it launched with in 2024. It had already added Alex Plus AI support, but the new interface has a cleaner, fully customizable layout that fits more smart home info and controls on the screen than the previous version.

A small touchscreen tablet on a counter next to some flowers.

The Echo Hub is also getting access to Ring AI’s Video Search feature that lets you use natural language to search through your smart home camera footage, as well as Alexa Plus summaries of detected camera events.

These are the five new features Amazon highlighted for the Echo Hub:

Organize by r …

Read the full story at The Verge.

#Amazons #Echo #Hub #customizable #Rings #featuresAmazon,Amazon Alexa,News,Smart Home,Tech">Amazon’s Echo Hub gets a customizable new look and Ring’s AI features
Amazon’s Echo Hub gets a customizable new look and Ring’s AI features


	
		

Amazon’s rolling out a free software update for Echo Hub devices that gives the home screen a much-needed update to the interface it launched with in 2024. It had already added Alex Plus AI support, but the new interface has a cleaner, fully customizable layout that fits more smart home info and controls on the screen than the previous version. 

The Echo Hub is also getting access to Ring AI’s Video Search feature that lets you use natural language to search through your smart home camera footage, as well as Alexa Plus summaries of detected camera events. 
These are the five new features Amazon highlighted for the Echo Hub:

Organize by r …
Read the full story at The Verge.#Amazons #Echo #Hub #customizable #Rings #featuresAmazon,Amazon Alexa,News,Smart Home,Tech

Amazon’s rolling out a free software update for Echo Hub devices that gives the home screen a much-needed update to the interface it launched with in 2024. It had already added Alex Plus AI support, but the new interface has a cleaner, fully customizable layout that fits more smart home info and controls on the screen than the previous version.

A small touchscreen tablet on a counter next to some flowers.

The Echo Hub is also getting access to Ring AI’s Video Search feature that lets you use natural language to search through your smart home camera footage, as well as Alexa Plus summaries of detected camera events.

These are the five new features Amazon highlighted for the Echo Hub:

Organize by r …

Read the full story at The Verge.

#Amazons #Echo #Hub #customizable #Rings #featuresAmazon,Amazon Alexa,News,Smart Home,Tech

Humanoids aren’t quite ready to replace factory workers, but the industry can’t wait. Faced with labor shortages, manufacturers have shown growing interest in startups that promise faster automation without the usual tradeoffs.

That’s the bet behind Theker, an AI robotics startup that aims to go beyond robots trained for a single task. “If you always have to put the same cookie in the same box, that works perfectly, but most processes aren’t like that,” co-founder Carla Gómez Cano told TechCrunch.

Theker is designed for that messier reality. Unlike humanoid robots designed around a fixed form — think Boston Dynamics — Theker’s machines are built to be reconfigured. Their hands, arms, and overall form can be swapped out or resized depending on the task, whether that’s sorting packages, packing clothing, or handling bottles and cans in a warehouse.

That Inditex, Zara’s parent company, signed on as an early backer is a signal of where Theker’s ambitions start, not where they end. The company’s broader goal is to move beyond retail into heavier industrial settings like manufacturing, where the complexity and scale of manual tasks is even greater.

This generalist ambition has helped cement Theker’s status as one of Europe’s hot startups to watch — and raise capital accordingly. The Barcelona-based startup has just raised $85 million in what it’s calling “Europe’s largest ever robotics Series A.” (We haven’t found a larger one in our records, either.)

Less than a year after a record seed round, this Series A was led by American VC firm CRV and backed by a mix of traditional and strategic investors, including Samsung and Aglaé Ventures, the investment vehicle tied to LVMH chairman Bernard Arnault.

Gómez Cano said Samsung is not a client yet but that the two are in advanced discussions. Theker would welcome having the Korean company as a customer, supplier, and investor simultaneously — a trifecta that would give the startup both revenue and credibility in manufacturing at scale.

She also noted that she and co-founder Jiaqiang Ye Zhu “didn’t build Theker to run pilots,” so the team skips innovation departments entirely and goes straight to logistics or operations, where deals are real and timelines are shorter.

To demonstrate that the company can actually deliver on that, Theker has a showroom in central Barcelona, and plans to open others as it expands across Europe, the U.S. and Asia. It will also grow its headcount across tech, deployment, and sales.  

“We already received 15,000 job applications and have to filter like crazy,” Gómez Cano said. She estimated that the team could grow from dozens to up to 120 people by the end of the year, then caught herself: “I am saying that, but I also said that we’d raise $30 or $40 million!” 

That Theker managed to raise twice its target also reinforces the startup’s conviction in keeping its HQ in Barcelona, a growing robotics hub, and in Europe’s tech ecosystem more broadly. “It has never been a barrier to acceleration for us, so we are making the most of it,” Gómez Cano said.

When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.

#Theker #raised #85M #build #factory #robot #doesnt #specialize #TechCrunchAutomation,theker">Theker just raised M to build the factory robot that doesn’t specialize in anything | TechCrunch
Humanoids aren’t quite ready to replace factory workers, but the industry can’t wait. Faced with labor shortages, manufacturers have shown growing interest in startups that promise faster automation without the usual tradeoffs.

That’s the bet behind Theker, an AI robotics startup that aims to go beyond robots trained for a single task. “If you always have to put the same cookie in the same box, that works perfectly, but most processes aren’t like that,” co-founder Carla Gómez Cano told TechCrunch.







Theker is designed for that messier reality. Unlike humanoid robots designed around a fixed form — think Boston Dynamics — Theker’s machines are built to be reconfigured. Their hands, arms, and overall form can be swapped out or resized depending on the task, whether that’s sorting packages, packing clothing, or handling bottles and cans in a warehouse.



That Inditex, Zara’s parent company, signed on as an early backer is a signal of where Theker’s ambitions start, not where they end. The company’s broader goal is to move beyond retail into heavier industrial settings like manufacturing, where the complexity and scale of manual tasks is even greater.

This generalist ambition has helped cement Theker’s status as one of Europe’s hot startups to watch — and raise capital accordingly. The Barcelona-based startup has just raised  million in what it’s calling “Europe’s largest ever robotics Series A.” (We haven’t found a larger one in our records, either.)

Less than a year after a record seed round, this Series A was led by American VC firm CRV and backed by a mix of traditional and strategic investors, including Samsung and Aglaé Ventures, the investment vehicle tied to LVMH chairman Bernard Arnault.

Gómez Cano said Samsung is not a client yet but that the two are in advanced discussions. Theker would welcome having the Korean company as a customer, supplier, and investor simultaneously — a trifecta that would give the startup both revenue and credibility in manufacturing at scale. 


She also noted that she and co-founder Jiaqiang Ye Zhu “didn’t build Theker to run pilots,” so the team skips innovation departments entirely and goes straight to logistics or operations, where deals are real and timelines are shorter.

To demonstrate that the company can actually deliver on that, Theker has a showroom in central Barcelona, and plans to open others as it expands across Europe, the U.S. and Asia. It will also grow its headcount across tech, deployment, and sales.  

“We already received 15,000 job applications and have to filter like crazy,” Gómez Cano said. She estimated that the team could grow from dozens to up to 120 people by the end of the year, then caught herself: “I am saying that, but I also said that we’d raise  or  million!” 







That Theker managed to raise twice its target also reinforces the startup’s conviction in keeping its HQ in Barcelona, a growing robotics hub, and in Europe’s tech ecosystem more broadly. “It has never been a barrier to acceleration for us, so we are making the most of it,” Gómez Cano said.
When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.#Theker #raised #85M #build #factory #robot #doesnt #specialize #TechCrunchAutomation,theker

Theker, an AI robotics startup that aims to go beyond robots trained for a single task. “If you always have to put the same cookie in the same box, that works perfectly, but most processes aren’t like that,” co-founder Carla Gómez Cano told TechCrunch.

Theker is designed for that messier reality. Unlike humanoid robots designed around a fixed form — think Boston Dynamics — Theker’s machines are built to be reconfigured. Their hands, arms, and overall form can be swapped out or resized depending on the task, whether that’s sorting packages, packing clothing, or handling bottles and cans in a warehouse.

That Inditex, Zara’s parent company, signed on as an early backer is a signal of where Theker’s ambitions start, not where they end. The company’s broader goal is to move beyond retail into heavier industrial settings like manufacturing, where the complexity and scale of manual tasks is even greater.

This generalist ambition has helped cement Theker’s status as one of Europe’s hot startups to watch — and raise capital accordingly. The Barcelona-based startup has just raised $85 million in what it’s calling “Europe’s largest ever robotics Series A.” (We haven’t found a larger one in our records, either.)

Less than a year after a record seed round, this Series A was led by American VC firm CRV and backed by a mix of traditional and strategic investors, including Samsung and Aglaé Ventures, the investment vehicle tied to LVMH chairman Bernard Arnault.

Gómez Cano said Samsung is not a client yet but that the two are in advanced discussions. Theker would welcome having the Korean company as a customer, supplier, and investor simultaneously — a trifecta that would give the startup both revenue and credibility in manufacturing at scale.

She also noted that she and co-founder Jiaqiang Ye Zhu “didn’t build Theker to run pilots,” so the team skips innovation departments entirely and goes straight to logistics or operations, where deals are real and timelines are shorter.

To demonstrate that the company can actually deliver on that, Theker has a showroom in central Barcelona, and plans to open others as it expands across Europe, the U.S. and Asia. It will also grow its headcount across tech, deployment, and sales.  

“We already received 15,000 job applications and have to filter like crazy,” Gómez Cano said. She estimated that the team could grow from dozens to up to 120 people by the end of the year, then caught herself: “I am saying that, but I also said that we’d raise $30 or $40 million!” 

That Theker managed to raise twice its target also reinforces the startup’s conviction in keeping its HQ in Barcelona, a growing robotics hub, and in Europe’s tech ecosystem more broadly. “It has never been a barrier to acceleration for us, so we are making the most of it,” Gómez Cano said.

When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.

#Theker #raised #85M #build #factory #robot #doesnt #specialize #TechCrunchAutomation,theker">Theker just raised $85M to build the factory robot that doesn’t specialize in anything | TechCrunch

Humanoids aren’t quite ready to replace factory workers, but the industry can’t wait. Faced with labor shortages, manufacturers have shown growing interest in startups that promise faster automation without the usual tradeoffs.

That’s the bet behind Theker, an AI robotics startup that aims to go beyond robots trained for a single task. “If you always have to put the same cookie in the same box, that works perfectly, but most processes aren’t like that,” co-founder Carla Gómez Cano told TechCrunch.

Theker is designed for that messier reality. Unlike humanoid robots designed around a fixed form — think Boston Dynamics — Theker’s machines are built to be reconfigured. Their hands, arms, and overall form can be swapped out or resized depending on the task, whether that’s sorting packages, packing clothing, or handling bottles and cans in a warehouse.

That Inditex, Zara’s parent company, signed on as an early backer is a signal of where Theker’s ambitions start, not where they end. The company’s broader goal is to move beyond retail into heavier industrial settings like manufacturing, where the complexity and scale of manual tasks is even greater.

This generalist ambition has helped cement Theker’s status as one of Europe’s hot startups to watch — and raise capital accordingly. The Barcelona-based startup has just raised $85 million in what it’s calling “Europe’s largest ever robotics Series A.” (We haven’t found a larger one in our records, either.)

Less than a year after a record seed round, this Series A was led by American VC firm CRV and backed by a mix of traditional and strategic investors, including Samsung and Aglaé Ventures, the investment vehicle tied to LVMH chairman Bernard Arnault.

Gómez Cano said Samsung is not a client yet but that the two are in advanced discussions. Theker would welcome having the Korean company as a customer, supplier, and investor simultaneously — a trifecta that would give the startup both revenue and credibility in manufacturing at scale.

She also noted that she and co-founder Jiaqiang Ye Zhu “didn’t build Theker to run pilots,” so the team skips innovation departments entirely and goes straight to logistics or operations, where deals are real and timelines are shorter.

To demonstrate that the company can actually deliver on that, Theker has a showroom in central Barcelona, and plans to open others as it expands across Europe, the U.S. and Asia. It will also grow its headcount across tech, deployment, and sales.  

“We already received 15,000 job applications and have to filter like crazy,” Gómez Cano said. She estimated that the team could grow from dozens to up to 120 people by the end of the year, then caught herself: “I am saying that, but I also said that we’d raise $30 or $40 million!” 

That Theker managed to raise twice its target also reinforces the startup’s conviction in keeping its HQ in Barcelona, a growing robotics hub, and in Europe’s tech ecosystem more broadly. “It has never been a barrier to acceleration for us, so we are making the most of it,” Gómez Cano said.

When you purchase through links in our articles, we may earn a small commission. This doesn’t affect our editorial independence.

#Theker #raised #85M #build #factory #robot #doesnt #specialize #TechCrunchAutomation,theker

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