Technology
20 hottest startups of the Open Source from 2024

The recent report shows the 20 highest open source start-ups around the world, of which greater than half are strictly even with AI.
The report is the work of the European company Venture Capital Runa Capitalwhich supported the startup of the Open Source rune (Ross) Index since 2020. The index supports quarterly updates with the fastest growing projects in terms of “stars” of Github-Wskźnik, which is something just like “similar” in social media. Starting from 2023, Runa began creating annual reports, emphasizing the hottest industrial industrial startups of the Open Source in a given yr.
Last yr, the report showed that artificial intelligence and data infrastructure powered the demand for open source equipment, with (*20*)Langchain BRAKING TO PEOPLE IN THE ROSS Index for its Open Source structure for constructing applications focused on LLM.
This yr it’s an analogous story, from Central AI to 11 out of 20 best firms.
It is value noting that the ROSS index is heavily chosen and doesn’t contain any old Open Source project. Qualifying projects have to be closely related to a industrial company (i.e. a project managed by a supplier), which suggests no side projects. In addition, these firms have to be younger than 10 years old; collected financing lower than $ 100 million; And be completely independent – so not a subsidiary or publicly mentioned.
Stargazing
There is in the highest place on the Ross 2024 index Ollamcombinator y alum This was built tool Open Source to start out LLM, reminiscent of Lama Meta Lila and Gepseek locally (i.e. desktop). Ollam Number of GitHub stars Increased by about 76,000 to 2024, it grows by 261% to over 105,000 (since then it has increased to over 135,000 stars in the previous few months).
Next on the list is Zed IndustriesCOLLABORATIVE CODE COLLABLATOR EDITOR “designed for high -performance cooperation with people and AI”. Zed Project has been around for a while, but yes Only Open Source went in January 2024 and for the rest of the yr he gained greater than 52,000 GitHub stars.
In third place LanggeniusThe company standing behind the Open Source LLM application development platform called Diffusing. The project reached over 43,000 recent ones GitHub Stars Last yr, a rise of 326% from around 13,000 to almost 57,000 – a number that has increased to over 84,000 stars since then.
And then it’s ComfyuiA program based on open source nodes for generating images, movies and sound using generative AI models. Design Number of GitHub stars 195% to 61,900 stars grew up last yr.
The rounding of the top five is All handsAn organization standing behind an open source platform called Open – to construct software development agents. Openhands won 39,600 Github stars from the premiere of last yr to the end of 2024 and since then added one other 12,000 stars to the mix.
While the ROSS index for last yr illustrates an explosive growth in artificial intelligence and LLM, also shows how programmers’ equipment remains to be hot in the world of open source, with reminiscent of ZED and UV Astral (No. 9) Both containing in the top ten. Elsewhere the presence of pdf manipulation tools Stirling pdf (No. 7), Finance management software Maybe finance (No. 8) and distant desktop software Rustdesk (No. 17) suggests that privacy -oriented equipment remains to be wanted.
And focused on Ethereum blockchain Fuel (No. 12) shows that Crypto/Web3 is alive and copies.
Open Source software has all the time been distributed, considering that participants from all corners of the globe can become involved. This can be often the case in the case of projects managed by suppliers; However, industrial entities often have a certain center of gravity – even when it means where it was formally turned on.
Last yr, the ROSS index shows that San Francisco has six of Ross’s 20 best startups, while Canada has three, and Europe (Great Britain, Switzerland, Hungary and the Czech), Singapore and China constituting the rest.
Methodology
There are other ways to follow “hot” open source projects. Two Sigma Ventures works Open Source indexWhat is analogous to the ROSS index concept, except that it presents the 100 best projects and not using a specific concentration at industrial startups (also offers various ways of data filtering).
And Github itself offers The best list of projectsAgain, and not using a specific pressure on industrial firms.
It can be value methodology Behind the ROSS index. Github “Stars” could be an imperfect indicator, since it only shows that somebody “liked” the project, unlike lively use or monitoring. Older projects will even naturally acquire more “stars”, which is why the rune focuses on the relative development of repositories inside 90 days in its quarterly reports and on the absolute number of recent stars obtained during the yr in its annual report.
It also implies that the annual report may look completely different than quarterly reports, making an allowance for that the absolute number of stars won’t all the time be according to fast growth patterns.
There may additionally be some problems around what is assessed as “open source”. Although many projects on the list were actually released in the recognized Copyleft or the permissible Open Source license, this just isn’t a strict reservation of the ROSS index. Runa says that he warns the “commercial perception” of Open Source, not The official definition of Open Source. As such, an organization that has published its software as part of a public license on the server side (SSPL), For example, he would still qualify as open source, regardless that Open Source initiative didn’t understand SSPL as “Open Source”.
Despite this, the index is a useful indicator not only of this sort of open source technology, but additionally what firms try to construct firms on their basis.
(Tagstotransate) open source
Technology
One of the last AI Google models is worse in terms of safety

The recently released Google AI model is worse in some security tests than its predecessor, in line with the company’s internal comparative test.
IN Technical report Google, published this week, reveals that his Flash Gemini 2.5 model is more likely that he generates a text that violates its security guidelines than Gemini 2.0 Flash. In two indicators “text security for text” and “image security to the text”, Flash Gemini 2.5 will withdraw 4.1% and 9.6% respectively.
Text safety for the text measures how often the model violates Google guidelines, making an allowance for the prompt, while image security to the text assesses how close the model adheres to those boundaries after displaying the monitors using the image. Both tests are automated, not supervised by man.
In an e-mail, Google spokesman confirmed that Gemini 2.5 Flash “performs worse in terms of text safety for text and image.”
These surprising comparative results appear when AI is passing in order that their models are more acceptable – in other words, less often refuse to answer controversial or sensitive. In the case of the latest Llam Meta models, he said that he fought models in order to not support “some views on others” and answers to more “debated” political hints. Opeli said at the starting of this yr that he would improve future models, in order to not adopt an editorial attitude and offers many prospects on controversial topics.
Sometimes these efforts were refundable. TechCrunch announced on Monday that the default CHATGPT OPENAI power supply model allowed juvenile to generate erotic conversations. Opeli blamed his behavior for a “mistake”.
According to Google Technical Report, Gemini 2.5 Flash, which is still in view, follows instructions more faithfully than Gemini 2.0 Flash, including instructions exceeding problematic lines. The company claims that regression might be partially attributed to false positives, but in addition admits that Gemini 2.5 Flash sometimes generates “content of violation” when it is clearly asked.
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“Of course, there is a tension between (after instructions) on sensitive topics and violations of security policy, which is reflected in our assessment,” we read in the report.
The results from Meepmap, reference, which can examine how models react to sensitive and controversial hints, also suggest that Flash Gemini 2.5 is much less willing to refuse to reply controversial questions than Flash Gemini 2.0. Testing the TechCrunch model through the AI OpenRoutter platform has shown that he unsuccessfully writes essays to support human artificial intelligence judges, weakening the protection of due protection in the US and the implementation of universal government supervisory programs.
Thomas Woodside, co -founder of the Secure AI Project, said that the limited details given by Google in their technical report show the need for greater transparency in testing models.
“There is a compromise between the instruction support and the observation of politics, because some users may ask for content that would violate the rules,” said Woodside Techcrunch. “In this case, the latest Flash model Google warns the instructions more, while breaking more. Google does not present many details about specific cases in which the rules have been violated, although they claim that they are not serious. Not knowing more, independent analysts are difficult to know if there is a problem.”
Google was already under fire for his models of security reporting practices.
The company took weeks to publish a technical report for the most talented model, Gemini 2.5 Pro. When the report was finally published, it initially omitted the key details of the security tests.
On Monday, Google published a more detailed report with additional security information.
(Tagstotransate) Gemini
Technology
Aurora launches a commercial self -propelled truck service in Texas

The autonomous startup of the Aurora Innovation vehicle technology claims that it has successfully launched a self -propelled truck service in Texas, which makes it the primary company that she implemented without drivers, heavy trucks for commercial use on public roads in the USA
The premiere appears when Aurora gets the term: In October, the corporate delayed the planned debut 2024 to April 2025. The debut also appears five months after the rival Kodiak Robotics provided its first autonomous trucks to clients commercial for operations without a driver in field environments.
Aurora claims that this week she began to freight between Dallas and Houston with Hirschbach Motor Lines and Uber Freight starters, and that she has finished 1200 miles without a driver to this point. The company plans to expand to El Paso and Phoenix until the top of 2025.
TechCrunch contacted for more detailed information concerning the premiere, for instance, the variety of vehicles implemented Aurora and whether the system needed to implement the Pullover maneuver or the required distant human assistance.
The commercial premiere of Aurora takes place in a difficult time. Self -propelled trucks have long been related to the necessity for his or her technology attributable to labor deficiencies in the chairman’s transport and the expected increase in freigh shipping. Trump’s tariffs modified this attitude, not less than in a short period. According to the April analytical company report from the commercial vehicle industry ACT researchThe freight is predicted to fall this yr in the USA with a decrease in volume and consumer expenditure.
Aurora will report its results in the primary quarter next week, i.e. when he shares how he expects the present trade war will affect his future activity. TechCrunch contacted to learn more about how tariffs affect Auror’s activities.
For now, Aurora will probably concentrate on further proving his safety case without a driver and cooperation with state and federal legislators to just accept favorable politicians to assist her develop.
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At the start of 2025, Aurora filed a lawsuit against federal regulatory bodies after the court refused to release the appliance for release from the protection requirement, which consists in placing warning triangles on the road, when the truck must stop on the highway – something that’s difficult to do when there isn’t a driver in the vehicle. To maintain compliance with this principle and proceed to totally implement without service drivers, Aurora probably has a man -driven automotive trail after they are working.
(Tagstranslate) Aurora Innovation
Technology
Sarah Tavel, the first woman of the Benchmark GP, goes to the Venture partner

Eight years after joining Benchmark as the company’s first partner, Sarah Tavel announced that she was going to a more limited role at Hapeure Venture.
In his latest position as a partner Venture Tavel will proceed to invest and serve existing company boards, but may have more time to examine “AI tools on the edge” and fascinated with the direction of artificial intelligence, she wrote.
Tavel joined Benchmark in 2017 after spending a half years as a partner in Greylock and three years as a product manager at Pinterest. Before Pinterest, Tavel was an investor in Bessemer Venture Partners, where she helped Source Pinterest and Github.
Since its foundation in 1995, the benchmark intentionally maintained a small team of six or fewer general partners. Unlike most VC corporations, wherein older partners normally receive most of the management and profits fees, the benchmark acts as an equal partnership, and all partners share fees and returns equally.
During his term as a general partner of Benchmark, Tavel invested in Hipcamp on the campsite, chains of cryptocurrency intelligence startups and the Supergreaty cosmetic platform, which was purchased by Whatnot in 2023. Tavel also supported the application for sharing photos of Paparazhi, which closed two years ago, and the AI 11x sales platform, about which TechCrunch wrote.
(Tagstotransate) benchmark
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