Technology
Artificial intelligence and data infrastructure are driving demand for open source startups

New report highlights the necessity for start-ups creating open source tools and technologies for the synthetic intelligence revolution because the data infrastructure industry grows in popularity.
Capital Runethe enterprise capital (VC) firm that upped the ante from Silicon Valley and moved its headquarters to Luxembourg in 2022 has published Startup Runa Open Source (ROSS) Index during the last 4 years, shining a lightweight on the fastest-growing business open source software (COSS) startups. The company publishes quarterly updates, but last 12 months it released its first annual report showing the general 12 months 2022 from top to bottom – something it’s now repeating for 2023.
Trends
Data is closely related to AI because AI relies on data for learning and prediction, and this requires infrastructure to administer the gathering, storage and processing of this data. In this report, these tangential trends collided.
Last 12 months, the corporate took first place within the ROSS index LangChaina startup from San Francisco that has been developing for two years open source framework to create applications based on large language models (LLM). In 2023, the corporate’s essential project exceeded 72,500 stars, and Sequoia might be lead a $25 million Series A round to LangChain just last month.
Top 10 COSS startups within the ROSS Index for 2023 Image credits: Great Rune
Where else is he in the highest 10? Reflexsome open source framework for constructing pure Python web applications, and the corporate behind the product recently raised a $5 million seed investment; AITablea spreadsheet-based AI chatbot builder and something just like Open source Airtable competitor; Earthquakea privacy-focused platform that permits users selectively disclose personal information for application; HPC-AI, which is constructing a distributed platform for AI development and deployment, aiming to turn into something like Southeast Asia’s OpenAI; and the open-source vector database Qdrant, which recently raised $28 million to capitalize on the burgeoning artificial intelligence revolution.
A broader take a look at the “50 most popular” open source startups last 12 months shows that greater than half (26) are related to artificial intelligence and data infrastructure.

Top 50 COSS startups within the ROSS Index for 2023 Image credits: Great Rune
It is difficult to properly compare the 2023 index with the previous 12 months from a vertical perspective, mainly resulting from the incontrovertible fact that firms often change their product positioning to adapt to the present trend. As the ChatGPT hype was in full swing last 12 months, it could have prompted earlier-stage startups to alter course and even simply place more emphasis on the present “AI” element of their product.
But as A breakthrough 12 months for generative artificial intelligenceIt’s easy to see why demand for open source components could skyrocket as firms of all sizes try to maintain up with proprietary AI giants like OpenAI, Microsoft, and Google.
Open source software has also all the time been very widespread, with developers from all around the world contributing to its creation. This ethos often translates to business open source startups, which can not have the normal center of gravity anchored in a brick-and-mortar headquarters.
However, the ROSS index does approximate geography to some extent and states that 26 of the businesses on the list are based within the US, although 10 of them were founded elsewhere and still have founders or employees in other locations.
In total, the highest 50 got here from 17 different countries, with 23 firms based in Europe, a rise of 20% in comparison with the previous 12 months’s index. France counted probably the most COSS startups, including seven Earthquake AND Mass which are in the highest 10, while the UK increased from only one startup in 2022 to 6 in 2023, putting it in second place from a European perspective.
Other notable tidbits to emerge from the report include programming languages - the ROSS index recorded 12 languages utilized by the highest 50 last 12 months in comparison with 10 in 2022. Typescript, a superset of JavaScript developed by Microsoft, remained the preferred, utilized by 38% of the highest 50 startups. Both Python and Rust have increased in popularity, while Go and JavaScript have declined.

ROSS Index: Popular programming languages. Image credits: Great Rune
In 2023, the highest 50 participants within the ROSS Index gained a complete of 12,000 contributors, while the general variety of GitHub stars increased by almost 500,000. The index also shows that funding for the highest 50 COSS startups last 12 months reached $513 million, which suggests a rise of 32% in comparison with 2022 and 145% in comparison with 2021.

ROSS Index: Collaborators, Stars and Funding Image credits: Great Rune
Methodology and context
It’s value visiting the methodology behind all of it — what aspects influence whether an organization might be considered “top-trend”? To start with, all firms are included will need to have at the very least 1,000 GitHub stars (a GitHub metric just like a “like” on social media) to be considered. However, the variety of stars alone doesn’t tell us much about trends, provided that stars accumulate over time – so a project that has been on GitHub for 10 years has likely gathered more stars than a project that has been on GitHub for 10 months. Instead, the Rune measures the relative growth of stars over a given period using the Annual Growth Rate (AGR) – it compares the worth of stars today to the identical period in a previous period to see what has grown most impressively.
There can also be a level of manual selection here, provided that the goal is specifically to serve open source “startups” – so Runa’s investment team selects projects that belong to a “product-focused commercial organization” and will need to have been founded lower than a decade ago with known funding of lower than $100 million.
Defining what constitutes “open source” also has its inherent challenges, as there’s a complete spectrum of what constitutes “open source” as a startup – some are more just like “open core”, where most of their core functionality is wrapped up in a premium package paywall, and some have more restrictive licenses than others. To this end, Runa’s curators decided that a startup simply needed to have a product that was “reasily connected to open source repositories”, which after all involves a certain degree of subjectivity in deciding which of them are chosen.
Further nuances also come into play. The ROSS Index takes a very liberal interpretation of “open source” – for example each flexible and MongDB have abandoned their open source roots in favor of “available from source” licenses to guard themselves from exploitation by mainstream cloud providers. Under the ROSS Index methodology, each of those firms would qualify as “open source” – despite the fact that their licenses are not formally approved as such by Open Source Initiativeand these particular example firms not call themselves “open source.”
So, consistent with Runa’s methodology, his report uses what he calls the “commercial perception of open source” reasonably than the actual license an organization attaches to its project. This implies that source-restricted licenses akin to BSL (business source license) i SSPL (server-side public license), which MongoDB introduced as a part of its move away from open source in 2018, are highly regarded amongst business firms on the ROSS Index.
“Such licenses preserve the spirit of OSS — all of its freedoms, except for somewhat limited redistribution that does not impact developers but gives original providers a long-term competitive advantage,” Konstantin Vinogradov, general partner of London-based Runa Capital, explained to TechCrunch. “From a VC perspective, it’s just an expanded playbook for the exact same form of firms. The definition of open source applies to software, not firms.
There are other notable filters as well. For example, firms that are largely focused on providing skilled services or side projects with limited energetic support or no business element are not included within the ROSS Index.
For comparison purposes, there are other indexes and lists that offer you an idea of what’s hot within the open source community. Another VC firm called Two Sigma Ventures maintains Open Source Indexfor example, similar in concept to Runa, except that it covers every kind of open source projects (not only startups) and has additional filters, including the flexibility to browse by GitHub’s “follower” metric, which some say gives a more accurate picture of true popularity project.
GitHub itself also publishes the file popular repositories a site that, like Two Sigma Ventures, doesn’t deal with the business behind the project.
The ROSS Index has subsequently proven to be a useful complementary tool for determining which open source “startups” are value tracking.
Technology
The signal is the number one application in the Netherlands. But why?

The application signal for sending a privacy -oriented message flew high in Dutch application stores last month, often sitting at the top as the most steadily downloaded free application for iOS and Android in all categories, for data from many application tracking platforms akin to the sensor tower.
The application has experienced popularity over the years, often in response to Changes in politics in rivals akin to WhatsApp Or Geopolitical events. This is because Signal has set a reputation as a more friendly privacy option-it is served by the non-profit foundation (though based in the USA), not a personal company focused on data earning data. In addition, the signal tracks minimal metadata.
In 2025, along with the recent US president, who strengthened the warm Big Tech hug, it is not surprising that digital privacy tools have a moment – especially in Europe, which attracted the anger of President Trump.
But this time, the meaning of the signal in one very specific place-Holandia is particularly eye-catching.
IN Interview with Dutch newspaper de Telelegraaf last week, President signal Meredith Whittaker He noticed that the number of “new registrations” in the Netherlands was 25 this 12 months, even though it is not clear what the exact comparative period for this data is.
Asked why the Netherlands recorded such development, Whittaker pointed to the combination of things: “growing awareness of privacy, distrust of large technology and political reality in which people realize how sensitive digital communication can be,” said Whittaker.
Data provided to TechCrunch from the application intelligence company Appfigures Increase in Signal Signal in the Netherlands. According to its data, the signal was 365. Among the applications apart from the iPhone in the Netherlands on January 1 and didn’t appear on the list of the most significant general applications. Then, from around January 5, he began to climb the rankings, reaching the highest position until February 2.
The signal immersed and comes out of the lead during weeks, spending around mid -February at the top – including every single day from February 22. By digging deeper into the data, the AppFigures estimates that the total download in Apple and Google Applets in total in December 2024 jumped to 99,000 in January and increased to 233,000 to February – 958%.
While a part of this height could be assigned to a lower saturation signal than other markets, a continuing application position at the top in comparison with neighboring markets of comparable size.
“No other markets are approaching the Netherlands in terms of growth between December and February,” said AppFigures Techcrunch.
For comparison, from December in Belgium, download increased by over 250%, Sweden by 153%and dishes by 95%.
So why the signal can experience what one redditor called “The moment of mass adoption“In the Netherlands?
Clear signal
Give ZengerSenior Policy Advisor at Dutch Digital Rights Foundation Fragments of freedomHe said that even though it is difficult to point one specific reason, he is not surprised.
The last changes in the US have seen Large platform suppliers Adapt with the recent Trump administration, and this has retained a major public and media debate. Relying Europe from the technology of big private American corporations has turn out to be the point of interest of this debate.
“The Dutch are, like many others, very dependent on the infrastructure provided by extremely dominant technology companies, mainly from the USA,” said Zenger. “What does this mean, and the risk that results from it has been nicely demonstrated in the last few weeks. As a result, the public debate in the Netherlands was relatively sharp. Where in the past this problem was discussed only at the level “:” I feel that we are now conducting a debate at the higher levels: “.
In this context, society can mix dominance with data protection abuse. Since corporations akin to meta are frequently studied and fined in the field of information privacy practices, the signal could appear to be less evil: it is based on the US, but supported by a non-profit organization, which ensures encryption of each the content of the message and around it.
Vincent BöhreDirector of the Dutch Organization of Privacy Privacy firstHe also pointed to increased media relationships and a wider change of public opinion.
“Since a few months ago he was re-elected in the United States, in the Dutch-and European media, which seem to support Trump, there were many” Elon) Muska. “Articles criticizing X (previously Twitter) and Meta appear everywhere in the Dutch media, which leads to a change in Dutch public opinion: even people who have never really known or cared for privacy and security in social media, suddenly became interested in” friendly privacy “alternative, in particular the signal.”
Signal of intentions

While the Netherlands is only one market of 18 million people in the European population over 700 million, its increase in adoption can signal a wider trend throughout the continent, especially when governments try to cut back privacy barriers.
For example, Apple has recently pulled out comprehensive encryption from iCloud in Great Britain to counteract government efforts to put in a backdoor.
Speech Fr. Rightcon 25 In Taiwan, this week, Whittaker confirmed the unwavering Signal attitude regarding privacy.
“Signal position on this subject is very clear- we will not walk, falsify or otherwise disturb the solid guarantees of privacy and security that people rely on” Said Whittaker. “Regardless of whether this disturbance or backdoor is called scanning on the client’s side or removing the protection of encryption against one or the other, the features similar to what Apple has been forced to do in Great Britain”
Separately, in Interview with Swedish public broadcaster, Whittaker said that Signal wouldn’t follow the proposed Swedish law requiring application to send messages for storage.
“In practice, this means asking us to break encryption, which is the basis of our entire activity,” said Whittaker. “Asking us to store data would undermine all our architecture and we would never do it. We would prefer to completely leave the Swedish market. “
TechCrunch contacted to signal a comment, but he didn’t hear during the publication.
(Tagstotranslat) signal of the Netherlands
Technology
Gayle King announces participation in the space mission of all women

Gayle King will join the thirty first Blue Origin civil flight into space.
Gayle King announced that he was going to space. The host of the talk show during the day provided messages CBS MORNINGS.
King revealed Her participation in the thirty first Blue Origin flights, NS-31. Before discussing the details of the mission, she and her co -lecturers presented the video editing, which described her long -term fascination with travel travel.
In one clip, King said: “I am excited to watch the premiere at home in my pajamas.”
Her enthusiasm led to an invite with Blue Origin. The television personality will disappear from Crew from the whole familyIncluding an award -winning journalist Lauren Sánchez, award -winning Grammy singer Katy Perry and astronaut Aish Bowe.
Soon the explorer of the space admitted that she was hesitating at first.
“I don’t know how to explain at the same time terrified and excited,” said King.
To make a choice, King turned to a gaggle of family members, including her children and a detailed friend, Oprah Winfrey. She said that when her most trusted confidants approved, she was ready.
“When Kirby, Will and Oprah were fine, I was fine,” said King. “I thought Oprah would say no. She said: “I feel that when you don’t do it, if you all come back and also you had the opportunity to do it, you’ll kick.” She is right. “
King is not going to be the first television host who wandered into space with blue origin. In 2021, then-Good morning America Coheat Michael Strahan took part in the third civil flight Blue Origin. The former NFL star and the sender was delighted after returning, expressing how this experience gave him a brand new “perspective” in the world.
“I want to come back,” said Strahan.
Blue origin, Founded by Amazon Billionaire Jeff Bezos in 2000 is a non-public aviation company that focuses on sharing space travels for civilians and developing technology to explore the space long.
The upcoming flight of the king New Shepard It will probably be part of Blue Origin’s constant efforts to normalize civil space travel.
Technology
Instagram can turn the rollers in a separate application

Meta is occupied with an independent application for brief movies, Information He informed, citing an anonymous source, which he heard the boss on Instagram Adam Mosseri talked about the personnel project.
The project is reportedly called RAY code, which goals to enhance recommendations for brand new users and existing users in the US and to conclude one other three minutes of movies, the report quoted the source.
The finish line didn’t answer immediately at the request for comment.
Last month, the company announced a video editing application called Edyta to compete with Capcut (belonging to Tiktok Matter Company Bytedance) since it was geared toward using the uncertain future Tiktok and Bytedance in the USA
Currently, the Instagram channel is a mixture of photos, movies (drums) and stories. However, many users imagine that the application has been cluttered since it incorporates movies and not persist with the roots as an application for sharing photos. If the company rotates in an independent application for brief movies, it can create a possibility for Instagram to emphasise other functions.
Instagram began at the starting of this yr paying creators To promote Instagram on other platforms, resembling Tiktok, Snapchat and YouTube. Apparently he also began to supply Big money for the creators Present only on roller skates.
(Tagstranslate) Instagram
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