Corsair Overhauls Prebuilt, 3-Chamber Airflow Case, & Transparent PSUJune 5, 2025Last Updated: 2025-06-05We take a look at Corsair’s upcoming i600 pre-built PC, Air 5400 case, Frame 4000D prototype, and moreThe HighlightsCorsair’s i600 pre-built PC is a new revision on the company’s i500 and overhauls its GPU cooler and CPU radiatorThe Corsair Air 5400 is an airflow-targeted case that has air ducts on the top and bottom of its chassisCorsair has partnered with Singularity to develop the Frame 4000D prototype, which has an interesting power board that handles cable managementTable of ContentsAutoTOC Grab a GN Tear-Down Toolkit to support our AD-FREE reviews and IN-DEPTH testing while also getting a high-quality, highly portable 10-piece toolkit that was custom designed for use with video cards for repasting and water block installation. Includes a portable roll bag, hook hangers for pegboards, a storage compartment, and instructional GPU disassembly cards.IntroWe visited Corsair’s suite at Computex 2025 and liked some of the stuff the company had to show. Editor's note: This was originally published on May 21, 2025 as a video. This content has been adapted to written format for this article and is unchanged from the original publication.CreditsHostSteve BurkeCamera, Video EditingMike GaglioneVitalii MakhnovetsWriting, Web EditingJimmy ThangCorsair Air 5400Corsair will release its Air 5400, which is an airflow-targeted case. On the back side of the case is a giant hole, which couples with a front-mounted radiator that will allow the case to shove air straight out of it. This design allows it to focus air flow for the GPU entirely from its own set of fans at the bottom of the case. This is probably the most interesting case from Corsair we saw at Computex this year. It should be around though that’s dependent on the everchanging tariff situation. Internally, the Air 5400 has a duct at the bottom where the case has 3x120mm fans. The duct is there to guide air into the GPU. Corsair claims that the case is getting about a 1-2 degree improvement with the duct in a like-for-like test. If you do end up with a front radiator, then a potential area that gets abandoned in terms of airflow might be around the VRM area and some of the board components like system memory.  There are mounts for fans up on top of the case along with an additional duct. Looking at the back of the case, there are 2 holes on the back, which is surprising for a 120mm fan. The spacing doesn’t look like it would fit a 120mm fan, but Corsair’s plan is to include a bracket that would adapt a 120mm fan here and would actually cut out into the glass area on the back, which would make you lose about 40% of the fan. This should help but raises some questions about whether it may cause acoustic issues when you partially blast air into a glass wall. Speaking of glass, the Air 5400’s glass is laminated. A couple companies are doing this now. Corsair says this helps the glass stay more put together to prevent shattering. Looking at the back side panel, there’s a big acrylic sheet coupled with an area where air can escape. Opening up the back panel, there’s a huge amount of cable-management depth. You can also see that the motherboard tray is punctured all of the way through. This causes concerns around structural rigidity, but Corsair is using a .8mm thick steel, which helps a little bit here. The company has also strengthened the case’s top panel compared to Corsair’s 4000D case, which received negative feedback in that area. The Air 5400 is set to be priced at with 3x120mm fans included. i600 Grab a GN15 Large Anti-Static Modmat to celebrate our 15th Anniversary and for a high-quality PC building work surface. The Modmat features useful PC building diagrams and is anti-static conductive. Purchases directly fund our work!Corsair is updating its i500 pre-built PC, which we hated, with its upcoming i600, and the company has improved it a lot. The i500’s GPU cooling solution had basically no contact with any of the power components. The i600, on the other hand, has massive overhauls here. The case itself has only slightly changed, but the changes made accommodate larger radiators. The block for the video card, including the power components, is totally different in a way that looks promising. The stuff that jumped out to us right away about the i600 is the fin stacks for the VRM, which is connected to a shared copper nickel-plated base plate for the GPU and memory. Everything is connected to the same base plate, which is connected to the liquid cooler. This means all of the heat gets dumped into the liquid cooler. There’s pros and cons to this design. The pro is that all of the other components get cooled better. The downside is that the GPU itself is sharing the heat dissipation capacity with all of the other components in the cooler. This means you typically see some increase in the GPU temperature as a result. There’s ups and downs to this approach. It doesn’t necessarily mean one solution is better than the other as long as it’s all cooled. The i600 has copper bars, which contact the MOSFETs. Otherwise, it’s very similar to the i500. Corsair has also modified its CPU cooler radiator, where the company has moved its tanks off to the side. The tubes are also running in a different direction. Corsair is also moving to 25mm thick fans, where previously they had the slimmer 15mm fans. That extra 10mm will help with pressure and performance a lot. We plan on doing a review of the PC as soon as we buy one.Corsair Frame 4000DWe saw a prototype of Corsair’s Frame 4000D, where the company changed a few things. Corsair partnered with Singularity for its powerboard. It’s somewhat similar to Elmore’s BENCHLAB, with the exception of it not logging power. With the case, you basically run all of the power cables into the power board and then route them to their final locations. We count 10 fan headers here along with a bunch of RGB headers. There’s a lot of possibilities with this. Currently, it’s mostly being used as a cable-management tool, but you could, in theory, expand this to include more switches, like fan-control switches. We would really like to see current monitoring. It would make it more expensive but that could be a potentially useful direction to go in where you could monitor on the 12VHPWR, for instance, which would become a great marketing point for Corsair and would be very useful for end users. The front panel is also different as it has a die-cut edge now.  The power supply setup is also different here with Corsair doing an acrylic wall for the PSU instead of steel. The challenge here is that plastic is an incredibly good insulator. This could raise some ESDconcerns and may cause the PSU to lose some of the shielding that steel provides. As a part of this design, Corsair has customized the caps and PCBs so that they get nice color matching. It looks pretty nice. 3D PrintingCorsair was telling us how for its upcoming 4000D and its Frame series cases, it was getting into 3D printable panels and pieces. They showed us how one Corsair employee 3D printed a shroud-like duct, which takes air in through the bottom and shoves it up into where the pump and reservoir are in the image above. These 3D print files are available on Corsair’s account on Printables.  Corsair 5000DWe didn’t care too much about it but Corsair also showed off its new 5000D that has a screen on it, which is a thing companies are doing now. They also had a 5000D case without the screen, which is a larger variant of the Frame 4000D case. Corsair says that it should be priced around but that’s in flux with the tariffs situation.  Corsair Open Concept Visit our Patreon page to contribute a few dollars toward this website's operationAdditionally, when you purchase through links to retailers on our site, we may earn a small affiliate commission.Corsair’s open concept at Computex is using some of the same Frame components, where the company is trying to make the Frame series modular and represents an open frame. There’s also an option for fan mounts as well. The company showed a gigantic radiator tower at the show, which is pretty cool to see. #corsair #overhauls #prebuilt #3chamber #airflow

Two satellite heavyweights are about to form a European rival to Starlink. But they’ll face an uphill battle to compete with Elon Musk’s firm. Luxembourg-based SES’ proposed bn takeover of Intelsat is set to get the green light from EU officials, Reuters reports. A final verdict is expected by June 10.   SES first announced plans to acquire Luxembourgish-American rival Intelsat in April 2024, calling it a “transformational merger” that could reshape the satellite internet market. The merged company would have a fleet of more than 100 geostationary and 26 medium Earth orbit satellites. Intelsat would contribute 75 of those probes, which provide a range of services, including TV, radio, satellite internet, and secure communications for governments and militaries. A SES-Intelsat tie-up would create Europe’s second-largest satellite internet provider, after Franco-British firm Eutelsat. Smaller contenders include the UK’s Inmarsat and Spain’s Hisdesat.  Combined, Europe’s satellite firms could offer the continent much-sought alternatives to Musk’s Starlink or Amazon’s Project Kuiper, at a time when tech sovereignty is high on the political agenda.  European leaders are increasingly concerned about relying on Starlink. Their fears have been stoked by reports that US officials threatened to cut off the system in Ukraine if the country didn’t meet their demands on sharing its mineral wealth.   The situation raised doubts about the security implications of Ukraine — and broader Europe — relying on a single, privately owned network whose boss has direct ties to the Trump administration. Eustalstat, SES, Inmarsat, and Hisdesat reportedly entered talks with EU governments in March about providing back-up connectivity to Ukraine.  Despite the SES–Intelsat merger creating a more formidable European player, the new alliance will still face a daunting challenge against Starlink’s dominance.  Musk’s firm dwarfs its competitors in satellite numbers, with over 7,000 in low-Earth orbit. Its closest rival, Eutelsat, has around 600. Meanwhile, Amazon’s Project Kuiper is planning to deploy a constellation of 3,236 satellites.   Being part of SpaceX also affords Starlink direct access to satellite manufacturing and launch capacity. In contrast, SES and Intelsat depend on third-party launch providers and currently lack a proprietary low-Earth orbit network. While Intelsat has a mn agreement to access Eutelsat’s LEO capacity, this reliance on external constellations puts the merged entity at a disadvantage.  Even when combined with Europe’s other players — including Eutelsat, Inmarsat, and Hisdesat — the proposed merger pales in comparison. As European policymakers push for strategic autonomy in space, the SES–Intelsat merger may be a step in the right direction, but it’s still a far cry from a true Starlink rival. #europes #31b #satellite #merger #wont

Elon Musk is contemplating decommissioning SpaceX's Dragon spacecraft, responding to President Donald Trump's apparent intent to terminate government subsidies and contracts with the billionaire's companies. It looks like the feud between the former allies has quickly turned vicious.SpaceX's CEO initially announced that the company would retire its Dragon spacecraft in an X post on Thursday, with Musk sharing a screenshot of a post published on Trump's Truth Social account earlier in the day."The easiest way to save money in our Budget, Billions and Billions of Dollars, is to terminate Elon’s Governmental Subsidies and Contracts," said Trump in the screenshotted post. "I was always surprised that Biden didn’t do it!" You May Also Like "In light of the President’s statement about cancellation of my government contracts, @SpaceX will begin decommissioning its Dragon spacecraft immediately," Musk wrote on X.SpaceX's Dragon spacecraft are a family of vehicles designed to carry passengers and cargo. The National Aeronautics and Space Administrationhas previously relied upon them to transport astronauts to and from the International Space Station. Mere hours prior to Musk's announcement, SpaceX posted on X that it was preparing to launch a Dragon next Tuesday.For a few hours, it seemed reasonable to assume that this launch would now not go ahead. However, Musk then appeared to quickly walk back his decision. Responding to an X user advising him to "cool off and take a step back for a couple days," the billionaire subsequently stated that Dragon will not be decommissioned after all.It's unclear whether Musk's initial announcement was sincere, or whether his apparent about-face might be sarcastic. Musk has a history of making flippant comments online with no apparent regard to their consequences. What is clear is that Musk and Trump's relationship is well past the honeymoon phase, and now looks much more like an ugly divorce.If Trump does terminate government contracts with Musk's companies, it would deal a significant blow to the billionaire. According to a Washington Post investigation, NASA has invested over billion in SpaceX alone. When put together with Musk's other companies such as EV automaker Tesla, his various businesses have received at least billion in government contracts, loans, subsidies, and tax credits. Mashable Trend Report: Coming Soon! Decode what’s viral, what’s next, and what it all means. Sign up for Mashable’s weekly Trend Report newsletter. By clicking Sign Me Up, you confirm you are 16+ and agree to our Terms of Use and Privacy Policy. Thanks for signing up! Musk and Trump go through messy public breakup Credit: Roberto Schmidt / AFP via Getty Images Musk's relationship with Trump has significantly deteriorated in recent days. The billionaire announced that he was leaving his position as de facto head of the Department of Government Efficiencylast Wednesday, just one day after he criticised Trump's tax bill as undermining its work. The split was presented as amicable at the time, with Trump presenting Musk with a golden key and words of praise. However, their love affair has quickly turned sour.Musk continued to lambast Trump's bill after his departure from DOGE, arguing that it will increase government debt by trillions of dollars. Strongly disagreeing with the president's characterisation of the proposed legislation as a "Big Beautiful Bill," Musk labelled it a "disgusting abomination" and has been calling for lawmakers to crush it.For his part, Trump has claimed that Musk is simply throwing a tantrum because the bill supposedly cut an alleged "EV mandate." The president stated on Thursday that he had asked the billionaire to leave his administration, and that Musk had been "wearing thin.""I took away his EV Mandate that forced everyone to buy Electric Cars that nobody else wanted, and he just went CRAZY!" Trump claimed. Despite Trump's assertions, he did not abolish any EV mandate as there has never been any U.S. law which makes switching to an electric car mandatory. However, Trump has taken several anti-EV measures since his inauguration, including abolishing incentives encouraging EV adoption, pausing billion in funding for a U.S. charging network, and introducing a annual fee for EV users in his recent tax bill. Related Stories Trump's claim about Musk is an interesting contrast to his statements in March, when he praised the billionaire for not complaining about the supposed end of the non-existent EV mandate. The president made the comments while he and Musk co-hosted a Tesla ad on the White House lawn in an effort to boost the company's cratering stock prices.Tesla's struggling share value has now fallen again amidst Musk's feud with Trump, plummeting more than 14 percent on Thursday to wipe out over billion in value."I don’t mind Elon turning against me, but he should have done so months ago," Trump wrote on Thursday.Meanwhile, Musk went all-in attacking Trump on Thursday, claiming that the president is linked to child sex offender Jeffrey Epstein and sharing posts calling for him to be impeached. Musk has also hit out at Trump's tariffs on international trade, predicting that they will "cause a recession in the second half of the year.""Without me, Trump would have lost the election," Musk alleged on X. "Such ingratitude." #spacex #retire #dragon #amidst #musk

Anysphere, the maker of AI coding assistant Cursor, has raised million at a billion valuation, Bloomberg reported. The round was led by returning investor Thrive Capital, with participation from Andreessen Horowitz, Accel, and DST Global. The massive round is Anysphere’s third fundraise in less than a year. The 3-year-old startup secured its previous capital haul of million at a pre-money valuation of billion late last year, as TechCrunch was first to report.  AI coding assistants, often referred to as “vibe coders,” have emerged as one of AI’s most popular applications, with Cursor leading the category. Anysphere’s annualized revenuehas been doubling approximately every two months, a person familiar with the company told TechCrunch. The company has surpassed million in ARR, sources told Bloomberg, a 60% increase from the million we reported in mid-April. Cursor offers developers tiered pricing. After a two-week free trial, the company converts users into paying customers, who can opt for either a Pro offering or a monthly business subscription. Until recently, the majority of the company’s revenue came from individual user subscriptions, Bloomberg reported. However, Anysphere is now offering enterprise licenses, allowing companies to purchase the application for their teams at a higher price point. Earlier this year, the company was approached by OpenAI and other potential buyers, but Anysphere turned down those offers. The ChatGPT maker bought Windsurf, another fast-growing AI assistant, reportedly for billion. #cursors #anysphere #nabs #99b #valuation

One of the key use cases for generative AI involves answering questions over private datasets, with retrieval-augmented generation as the go-to framework. As new RAG techniques emerge, there’s a growing need to benchmark their performance across diverse datasets and metrics.  To meet this need, we’re introducing BenchmarkQED, a new suite of tools that automates RAG benchmarking at scale, available on GitHub. It includes components for query generation, evaluation, and dataset preparation, each designed to support rigorous, reproducible testing.   BenchmarkQED complements the RAG methods in our open-source GraphRAG library, enabling users to run a GraphRAG-style evaluation across models, metrics, and datasets. GraphRAG uses a large language model to generate and summarize entity-based knowledge graphs, producing more comprehensive and diverse answers than standard RAG for large-scale tasks.  In this post, we walk through the core components of BenchmarkQED that contribute to the overall benchmarking process. We also share some of the latest benchmark results comparing our LazyGraphRAG system to competing methods, including a vector-based RAG with a 1M-token context window, where the leading LazyGraphRAG configuration showed significant win rates across all combinations of quality metrics and query classes. In the paper, we distinguish between local queries, where answers are found in a small number of text regions, and sometimes even a single region, and global queries, which require reasoning over large portions of or even the entire dataset.  Conventional vector-based RAG excels at local queries because the regions containing the answer to the query resemble the query itself and can be retrieved as the nearest neighbor in the vector space of text embeddings. However, it struggles with global questions, such as, “What are the main themes of the dataset?” which require understanding dataset qualities not explicitly stated in the text.   AutoQ: Automated query synthesis This limitation motivated the development of GraphRAG a system designed to answer global queries. GraphRAG’s evaluation requirements subsequently led to the creation of AutoQ, a method for synthesizing these global queries for any dataset. AutoQ extends this approach by generating synthetic queries across the spectrum of queries, from local to global. It defines four distinct classes based on the source and scope of the queryforming a logical progression along the spectrum. Figure 1. Construction of a 2×2 design space for synthetic query generation with AutoQ, showing how the four resulting query classes map onto the local-global query spectrum.  AutoQ can be configured to generate any number and distribution of synthetic queries along these classes, enabling consistent benchmarking across datasets without requiring user customization. Figure 2 shows the synthesis process and sample queries from each class, using an AP News dataset. Figure 2. Synthesis process and example query for each of the four AutoQ query classes.  About Microsoft Research Advancing science and technology to benefit humanity View our story Opens in a new tab AutoE: Automated evaluation framework  Our evaluation of GraphRAG focused on analyzing key qualities of answers to global questions. The following qualities were used for the current evaluation: Comprehensiveness: Does the answer address all relevant aspects of the question?  Diversity: Does it present varied perspectives or insights?  Empowerment: Does it help the reader understand and make informed judgments?  Relevance: Does it address what the question is specifically asking?   The AutoE component scales evaluation of these qualities using the LLM-as-a-Judge method. It presents pairs of answers to an LLM, along with the query and target metric, in counterbalanced order. The model determines whether the first answer wins, loses, or ties with the second. Over a set of queries, whether from AutoQ or elsewhere, this produces win rates between competing methods. When ground truth is available, AutoE can also score answers on correctness, completeness, and related metrics. An illustrative evaluation is shown in Figure 3. Using a dataset of 1,397 AP News articles on health and healthcare, AutoQ generated 50 queries per class . AutoE then compared LazyGraphRAG to a competing RAG method, running six trials per query across four metrics, using GPT-4.1 as a judge. These trial-level results were aggregated using metric-based win rates, where each trial is scored 1 for a win, 0.5 for a tie, and 0 for a loss, and then averaged to calculate the overall win rate for each RAG method. Figure 3. Win rates of four LazyGraphRAG configurations across methods, broken down by the AutoQ query class and averaged across AutoE’s four metrics: comprehensiveness, diversity, empowerment, and relevance. LazyGraphRAG outperforms comparison conditions where the bar is above 50%. The four LazyGraphRAG conditionsdiffer by query budgetand chunk size. All used GPT-4o mini for relevance tests and GPT-4o for query expansionand answer generation, except for LGR_b200_c200_mini, which used GPT-4o mini throughout. Comparison systems were GraphRAG , Vector RAG with 8k- and 120k-token windows, and three published methods: LightRAG, RAPTOR, and TREX. All methods were limited to the same 8k tokens for answer generation. GraphRAG Global Search used level 2 of the community hierarchy. LazyGraphRAG outperformed every comparison condition using the same generative model, winning all 96 comparisons, with all but one reaching statistical significance. The best overall performance came from the larger budget, smaller chunk size configuration. For DataLocal queries, the smaller budgetperformed slightly better, likely because fewer chunks were relevant. For ActivityLocal queries, the larger chunk sizehad a slight edge, likely because longer chunks provide a more coherent context. Competing methods performed relatively better on the query classes for which they were designed: GraphRAG Global for global queries, Vector RAG for local queries, and GraphRAG Drift Search, which combines both strategies, posed the strongest challenge overall. Increasing Vector RAG’s context window from 8k to 120k tokens did not improve its performance compared to LazyGraphRAG. This raised the question of how LazyGraphRAG would perform against Vector RAG with 1-million token context window containing most of the dataset. Figure 4 shows the follow-up experiment comparing LazyGraphRAG to Vector RAG using GPT-4.1 that enabled this comparison. Even against the 1M-token window, LazyGraphRAG achieved higher win rates across all comparisons, failing to reach significance only for the relevance of answers to DataLocal queries. These queries tend to benefit most from Vector RAG’s ranking of directly relevant chunks, making it hard for LazyGraphRAG to generate answers that have greater relevance to the query, even though these answers may be dramatically more comprehensive, diverse, and empowering overall. Figure 4. Win rates of LazyGraphRAG  over Vector RAG across different context window sizes, broken down by the four AutoQ query classes and four AutoE metrics: comprehensiveness, diversity, empowerment, and relevance. Bars above 50% indicate that LazyGraphRAG outperformed the comparison condition.  AutoD: Automated data sampling and summarization Text datasets have an underlying topical structure, but the depth, breadth, and connectivity of that structure can vary widely. This variability makes it difficult to evaluate RAG systems consistently, as results may reflect the idiosyncrasies of the dataset rather than the system’s general capabilities. The AutoD component addresses this by sampling datasets to meet a target specification, defined by the number of topic clustersand the number of samples per cluster. This creates consistency across datasets, enabling more meaningful comparisons, as structurally aligned datasets lead to comparable AutoQ queries, which in turn support consistent AutoE evaluations. AutoD also includes tools for summarizing input or output datasets in a way that reflects their topical coverage. These summaries play an important role in the AutoQ query synthesis process, but they can also be used more broadly, such as in prompts where context space is limited. Since the release of the GraphRAG paper, we’ve received many requests to share the dataset of the Behind the Tech podcast transcripts we used in our evaluation. An updated version of this dataset is now available in the BenchmarkQED repository, alongside the AP News dataset containing 1,397 health-related articles, licensed for open release.   We hope these datasets, together with the BenchmarkQED tools, help accelerate benchmark-driven development of RAG systems and AI question-answering. We invite the community to try them on GitHub.  Opens in a new tab #benchmarkqedautomatedbenchmarking #ofrag #systems

Last year, China saw a boom in foundation models, the do-everything large language models that underpin the AI revolution. This year, the focus has shifted to AI agents—systems that are less about responding to users’ queries and more about autonomously accomplishing things for them.  There are now a host of Chinese startups building these general-purpose digital tools, which can answer emails, browse the internet to plan vacations, and even design an interactive website. Many of these have emerged in just the last two months, following in the footsteps of Manus—a general AI agent that sparked weeks of social media frenzy for invite codes after its limited-release launch in early March.  These emerging AI agents aren’t large language models themselves. Instead, they’re built on top of them, using a workflow-based structure designed to get things done. A lot of these systems also introduce a different way of interacting with AI. Rather than just chatting back and forth with users, they are optimized for managing and executing multistep tasks—booking flights, managing schedules, conducting research—by using external tools and remembering instructions.  China could take the lead on building these kinds of agents. The country’s tightly integrated app ecosystems, rapid product cycles, and digitally fluent user base could provide a favorable environment for embedding AI into daily life.  For now, its leading AI agent startups are focusing their attention on the global market, because the best Western models don’t operate inside China’s firewalls. But that could change soon: Tech giants like ByteDance and Tencent are preparing their own AI agents that could bake automation directly into their native super-apps, pulling data from their vast ecosystem of programs that dominate many aspects of daily life in the country.  As the race to define what a useful AI agent looks like unfolds, a mix of ambitious startups and entrenched tech giants are now testing how these tools might actually work in practice—and for whom. Set the standard It’s been a whirlwind few months for Manus, which was developed by the Wuhan-based startup Butterfly Effect. The company raised million in a funding round led by the US venture capital firm Benchmark, took the product on an ambitious global roadshow, and hired dozens of new employees.  Even before registration opened to the public in May, Manus had become a reference point for what a broad, consumer‑oriented AI agent should accomplish. Rather than handling narrow chores for businesses, this “general” agent is designed to be able to help with everyday tasks like trip planning, stock comparison, or your kid’s school project.  Unlike previous AI agents, Manus uses a browser-based sandbox that lets users supervise the agent like an intern, watching in real time as it scrolls through web pages, reads articles, or codes actions. It also proactively asks clarifying questions, supports long-term memory that would serve as context for future tasks. "Manus represents a promising product experience for AI agents," says Ang Li, cofounder and CEO of Simular, a startup based in Palo Alto, California, that’s building computer use agents, AI agents that control a virtual computer. “I believe Chinese startups have a huge advantage when it comes to designing consumer products, thanks to cutthroat domestic competition that leads to fast execution and greater attention to product details.” In the case of Manus, the competition is moving fast. Two of the most buzzy follow‑ups, Genspark and Flowith, for example, are already boasting benchmark scores that match or edge past Manus’s.  Genspark, led by former Baidu executives Eric Jing and Kay Zhu, links many small “super agents” through what it calls multi‑component prompting. The agent can switch among several large language models, accepts both images and text, and carries out tasks from making slide decks to placing phone calls. Whereas Manus relies heavily on Browser Use, a popular open-source product that lets agents operate a web browser in a virtual window like a human, Genspark directly integrates with a wide array of tools and APIs. Launched in April, the company says that it already has over 5 million users and over million in yearly revenue. Flowith, the work of a young team that first grabbed public attention in April 2025 at a developer event hosted by the popular social media app Xiaohongshu, takes a different tack. Marketed as an “infinite agent,” it opens on a blank canvas where each question becomes a node on a branching map. Users can backtrack, take new branches, and store results in personal or sharable “knowledge gardens”—a design that feels more like project management softwarethan a typical chat interface. Every inquiry or task builds its own mind-map-like graph, encouraging a more nonlinear and creative interaction with AI. Flowith’s core agent, NEO, runs in the cloud and can perform scheduled tasks like sending emails and compiling files. The founders want the app to be a “knowledge marketbase”, and aims to tap into the social aspect of AI with the aspiration of becoming “the OnlyFans of AI knowledge creators”. What they also share with Manus is the global ambition. Both Genspark and Flowith have stated that their primary focus is the international market. A global address Startups like Manus, Genspark, and Flowith—though founded by Chinese entrepreneurs—could blend seamlessly into the global tech scene and compete effectively abroad. Founders, investors, and analysts that MIT Technology Review has spoken to believe Chinese companies are moving fast, executing well, and quickly coming up with new products.  Money reinforces the pull to launch overseas. Customers there pay more, and there are plenty to go around. “You can price in USD, and with the exchange rate that’s a sevenfold multiplier,” Manus cofounder Xiao Hong quipped on a podcast. “Even if we’re only operating at 10% power because of cultural differences overseas, we’ll still make more than in China.” But creating the same functionality in China is a challenge. Major US AI companies including OpenAI and Anthropic have opted out of mainland China because of geopolitical risks and challenges with regulatory compliance. Their absence initially created a black market as users resorted to VPNs and third-party mirrors to access tools like ChatGPT and Claude. That vacuum has since been filled by a new wave of Chinese chatbots—DeepSeek, Doubao, Kimi—but the appetite for foreign models hasn’t gone away.  Manus, for example, uses Anthropic’s Claude Sonnet—widely considered the top model for agentic tasks. Manus cofounder Zhang Tao has repeatedly praised Claude’s ability to juggle tools, remember contexts, and hold multi‑round conversations—all crucial for turning chatty software into an effective executive assistant. But the company’s use of Sonnet has made its agent functionally unusable inside China without a VPN. If you open Manus from a mainland IP address, you’ll see a notice explaining that the team is “working on integrating Qwen’s model,” a special local version that is built on top of Alibaba’s open-source model.  An engineer overseeing ByteDance’s work on developing an agent, who spoke to MIT Technology Review anonymously to avoid sanction, said that the absence of Claude Sonnet models “limits everything we do in China.” DeepSeek’s open models, he added, still hallucinate too often and lack training on real‑world workflows. Developers we spoke with rank Alibaba’s Qwen series as the best domestic alternative, yet most say that switching to Qwen knocks performance down a notch. Jiaxin Pei, a postdoctoral researcher at Stanford’s Institute for Human‑Centered AI, thinks that gap will close: “Building agentic capabilities in base LLMs has become a key focus for many LLM builders, and once people realize the value of this, it will only be a matter of time." For now, Manus is doubling down on audiences it can already serve. In a written response, the company said its “primary focus is overseas expansion,” noting that new offices in San Francisco, Singapore, and Tokyo have opened in the past month. A super‑app approach Although the concept of AI agents is still relatively new, the consumer-facing AI app market in China is already crowded with major tech players. DeepSeek remains the most widely used, while ByteDance’s Doubao and Moonshot’s Kimi have also become household names. However, most of these apps are still optimized for chat and entertainment rather than task execution. This gap in the local market has pushed China’s big tech firms to roll out their own user-facing agents, though early versions remain uneven in quality and rough around the edges.  ByteDance is testing Coze Space, an AI agent based on its own Doubao model family that lets users toggle between “plan” and “execute” modes, so they can either directly guide the agent’s actions or step back and watch it work autonomously. It connects up to 14 popular apps, including GitHub, Notion, and the company’s own Lark office suite. Early reviews say the tool can feel clunky and has a high failure rate, but it clearly aims to match what Manus offers. Meanwhile, Zhipu AI has released a free agent called AutoGLM Rumination, built on its proprietary ChatGLM models. Shanghai‑based Minimax has launched Minimax Agent. Both products look almost identical to Manus and demo basic tasks such as building a simple website, planning a trip, making a small Flash game, or running quick data analysis. Despite the limited usability of most general AI agents launched within China, big companies have plans to change that. During a May 15 earnings call, Tencent president Liu Zhiping teased an agent that would weave automation directly into China’s most ubiquitous app, WeChat.  Considered the original super-app, WeChat already handles messaging, mobile payments, news, and millions of mini‑programs that act like embedded apps. These programs give Tencent, its developer, access to data from millions of services that pervade everyday life in China, an advantage most competitors can only envy. Historically, China’s consumer internet has splintered into competing walled gardens—share a Taobao link in WeChat and it resolves as plaintext, not a preview card. Unlike the more interoperable Western internet, China’s tech giants have long resisted integration with one another, choosing to wage platform war at the expense of a seamless user experience. But the use of mini‑programs has given WeChat unprecedented reach across services that once resisted interoperability, from gym bookings to grocery orders. An agent able to roam that ecosystem could bypass the integration headaches dogging independent startups. Alibaba, the e-commerce giant behind the Qwen model series, has been a front-runner in China's AI race but has been slower to release consumer-facing products. Even though Qwen was the most downloaded open-source model on Hugging Face in 2024, it didn’t power a dedicated chatbot app until early 2025. In March, Alibaba rebranded its cloud storage and search app Quark into an all-in-one AI search tool. By June, Quark had introduced DeepResearch—a new mode that marks its most agent-like effort to date.  ByteDance and Alibaba did not reply to MIT Technology Review’s request for comments. “Historically, Chinese tech products tend to pursue the all-in-one, super-app approach, and the latest Chinese AI agents reflect just that,” says Li of Simular, who previously worked at Google DeepMind on AI-enabled work automation. “In contrast, AI agents in the US are more focused on serving specific verticals.” Pei, the researcher at Stanford, says that existing tech giants could have a huge advantage in bringing the vision of general AI agents to life—especially those with built-in integration across services. “The customer-facing AI agent market is still very early, with tons of problems like authentication and liability,” he says. “But companies that already operate across a wide range of services have a natural advantage in deploying agents at scale.” #manus #has #kickstarted #agent #boom

Key Takeaways The European Commission will introduce the new International Digital Strategy that will focus on tech collaboration with the US and other countries. This is in contradiction to the growing pressure in Europe that calls for tech sovereignty and reducing tech dependence on the US. Low venture capital funding and a diverse regulatory landscape have been major challenges for tech innovation in Europe. Europe is seeing an increasing push to establish technological sovereignty and reduce the region’s reliance on US technology. However, there’s always been an undertone of acceptance that the EU is years behind the US when it comes to technological innovation and advancements. Now, the European Commission is planning to acknowledge this publicly. The EC will introduce a new International Digital Strategy, which will focus on collaboration with the United States and other tech-forward countries, such as Japan, South Korea, and India. The lawmakers believe that “decoupling” from the West is unrealistic and will instead push Europe further back in the technological race. Europe’s Call for Tech Sovereignty Several prominent political leaders and lawmakers have advocated for European sovereignty over technology and artificial intelligence.  For instance, Emmanuel Macron, the president of France, said in a speech in 2024 that Europe’s strategic autonomy is a conscious choice to end the region’s dependence on others. In an earlier speech, he also said that if Europe fails to build champions in areas such as digital and artificial intelligence, its choices will be dictated by others.  Similarly, Thierry Breton, the former EU Commissioner for Internal Markets, said that digital spending in the EU will breach the 20% target, underlining the importance of investing in European tech sovereignty. He focused on Europe’s declining market share in the semiconductor industry and called for the development of groundbreaking European tech. The Eurostack movement in the EU has also been gaining a lot of traction and support from various think tanks, academic researchers, and industry voices. Eurostack staff calls for the development of an indigenous infrastructure stack in the European region, including cloud, AI, semiconductors, digital services, and data centers. The main aim is to reduce Europe’s dependence on Chinese and US technology. This growing concern among EU well-wishers is quite understandable. Excessive reliance on the United States puts the USin a controlling position, where he can arm-twist the European Union in matters of trade and even politics.  We have already seen an example of this during the tariff war, where Trump imposed a 25% tariff on automobilesand steel and aluminum products imported from the EU. Also, the fact that Google, Microsoft, and Amazon account for around 69% of the cloud market in the EU is quite concerning, too. Europe Wakes Up to Reality Despite positive speeches and statements by people in power in the EU, the fact remains that Europe is still lagging behind the United States. Bulgarian lawmaker Eva Maydell said that Europe should “sober up” and accept that the train has left the station. Dan Nechita, the current EU director for the Transatlantic Policy Network, said that it’s not the right time to be politically absolute and say that “we are going to do everything in Europe.” EU tech chief Virkkunen has been working hard to bring home the support of influential tech lobbies and emphasized the need to continue working with the United States. To put it in a nutshell, the European Commission is ready to accept the fact that the damage is done, and now Europe needs to play second fiddle and forge strategic partnerships with key technological leadersto stay alive in the race. Lack of Investments and the EU’s Regulation-First Approach One of the major reasons behind the European Union’s sluggish tech development is the lack of venture capital investments in the region. As per an IMF post, EU VC funds raised around B between 2013 and 2022. During the same time, the US raised B.  Similarly, annual VC investments in the EU are only 0.2% of the GDP when compared to 0.7% in the US. Currently, the United States accounts for a massive 52% of the global VC funds, whereas the EU holds just 5%.  Lack of investments has forced European startups to look elsewhere, especially the United States, for funding and support. One of the major reasons for such low venture capital interest in Europe is its diversity. Each of the 27 countries in the EU has its own regulatory and legal challenges, which make it difficult for multinational corporations to operate in the region.  Plus, the EU has adopted a regulation-first approach, which is very different from the United States. Of course, this approach has its own merits, but it has surely slowed down the speed of technological investments in the region.  For instance, the GDPR puts a truckload of regulatory and moral responsibility on companies to protect user data. Similarly, the AI Act focuses on the more ethical development of artificial intelligence that’s aligned with human values and refrains companies from exploiting public data. Sure, all of these are positive tech regulations important to protect the long-term sovereignty of the public at large. Even global tech advocates have praised the EU’s efforts for the development of safe and ethical technologies. However, we cannot ignore the fact that this has come at the cost of sluggish tech investments and overall growth. With its back against the wall, Europe needs to reassess its strengths and focus on areas such as open-source technologies, such as France’s La Suite numérique, and government-backed technological initiatives to have a say in the upcoming artificial intelligence and semiconductor race. Krishi is a seasoned tech journalist with over four years of experience writing about PC hardware, consumer technology, and artificial intelligence.  Clarity and accessibility are at the core of Krishi’s writing style. He believes technology writing should empower readers—not confuse them—and he’s committed to ensuring his content is always easy to understand without sacrificing accuracy or depth. Over the years, Krishi has contributed to some of the most reputable names in the industry, including Techopedia, TechRadar, and Tom’s Guide. A man of many talents, Krishi has also proven his mettle as a crypto writer, tackling complex topics with both ease and zeal. His work spans various formats—from in-depth explainers and news coverage to feature pieces and buying guides.  Behind the scenes, Krishi operates from a dual-monitor setupthat’s always buzzing with news feeds, technical documentation, and research notes, as well as the occasional gaming sessions that keep him fresh.  Krishi thrives on staying current, always ready to dive into the latest announcements, industry shifts, and their far-reaching impacts.  When he's not deep into research on the latest PC hardware news, Krishi would love to chat with you about day trading and the financial markets—oh! And cricket, as well. View all articles by Krishi Chowdhary Our editorial process The Tech Report editorial policy is centered on providing helpful, accurate content that offers real value to our readers. We only work with experienced writers who have specific knowledge in the topics they cover, including latest developments in technology, online privacy, cryptocurrencies, software, and more. Our editorial policy ensures that each topic is researched and curated by our in-house editors. We maintain rigorous journalistic standards, and every article is 100% written by real authors. #europes #call #tech #sovereignty #takes

Reskate’s Youthful Murals Transform into Glowing Symbols of Peace June 5, 2025 Art Jackie Andres During the day, Reskate’s extensive murals cover large swathes of space on buildings, stage backdrops, and even transformer towers. While these monumental public works are striking during sunlit hours, they completely transform with the darkness of night. Artists Javier de Riba and María López are the artistic duo behind Reskate. Primarily based in Barcelona, both artists travel throughout the year, visiting different corners of the world to complete projects to “raise awareness of care for culture, nature, and peace.” Detail of “Paix”. Reims, Champagne. Image by Romain Berthiot Reskate’s subjects are often children. In a bold, illustrative style with graphic linework, the artists depict young figures holding objects related to the area in which the mural is placed, as well as articles that reflect global concerns. “The invisibilization and invalidation of youth as an active element that should be part of society is a burden that continues to be perpetuated,” the duo explains in a statement covering “Eulalia,” a previous mural completed in 2023. An example of this is prevalent in “Bruit,” taking the form of stage design for an immersive concert. In the piece, a young girl protectively wraps her arms around a fishbowl, nodding to the impact of sound pollution within the oceans. The pair recently completed an exhibit at the Museu Picasso in Barcelona and plans to continue their artistic endeavors both in and out of the public space. Find more work on Reskate’s website and Instagram, and browse prints in their online shop. “Harmony”. Liverpool. Image by Corbyn John “Transformateur”. Mareuil-sur-Ourcq, France. Image by Sophie Palmier Detail of “Transformateur”. Mareuil-sur-Ourcq, France. Image by Sophie Palmier “Bruit”. Le Mans, France Detail of “Bruit”. Le Mans, France “Boycott”. Ghent, Belgium Next article #reskates #youthful #murals #transform #into

Events Letterheads Per L'Horta: An Intimate International Meet The masses amass in Almàssera for an inspiring four days painting in the Valencian sun. Better Letters Jun 5, 2025 • 8 min read Letterheads Per L'Horta in Almàssera, Valencia, 1–4 May 2025. This time last month, over 45 guests from 11 countries were feeling the post-Letterheads blues after four days in the small town of Almàssera, just outside Valencia, Spain. Letterheads Per L'Horta was organised by Nico Barrios, and it was a wonderfully intimate experience, with a host of activities to enjoy and learn from.Something that made the event feel extra special was the involvement of people from the local community, who were just as much a part of it as those that had travelled from as far afield as Australia and Mexico to attend. This included bidding in the auction for a souvenir of the long weekend in May spent with friends, new and old.Almàssera and L'HortaAlmàssera is a small town set within a vast expanse of small-scale agricultural production. While each plot of land is known as a huerto, they are collectively referred to as horta, which doesn't really have a direct translation. The Horta Nordthat surrounds Almàssera is the largest and best surviving example of this type of terrain.We were based in the town's Museu de l'Horta, which consists of an old and a modern building with a yard between them that housed the panel jam area.A traditional alqueríain l'horta, a view down on the meet, and the tents protecting the panel jam area.Inside the modern building there was a selection of pieces from Juan Nava's 2022 Gráfica Urbana de Valenciaexhibition. There was also a trip down memory lane for Valencian locals in the form of another exhibition, L'ombra de les lletres, with photos of signs spanning the period 1880–2000.L'ombra de les lletres was originally curated by Tomàs Gorria in 2024. Pedal PowerAlmàssera, and the city of Valencia, are easily navigated by bicycle, which Nico used to facilitate a cycling tour of the old signs of l'horta. In addition to the stories of the individual companies advertised, he was also able to identify the painters responsible for some of the signs.The tour took guests into the heart of l'horta, which, as a largely agricultural area, boasts a surprising number of old and hand-painted signs.Panel JammingAfter a windy first day or so, the event was bathed in beautiful Mediterranean sunshine. The protective tents were essential, although those in the middle had to carefully manage their colour schemes in light of the red hue they cast across the easels.Getting painty in l'horta: Nathan Collis, Xis Gomes, Maria Cano, Mike Meyer, and Loughlin Brady Smith.Panels set to dry in the early evening sun.WorkshopsAcross the first three days, Thursday to Saturday, there was a series of lettering and calligraphy workshops that were also open to those outside of the Letterheads event proper.Pictured are workshops being led by Ester Gradolí, Juanjo López, and Joan Quiros.TV TimeThe meet was profiled in the local newspaper on the day before it opened, and then a TV crew turned up to cover proceedings.Local press coverage and Letterheads Per L'Horta host Nico Barrios being interviewed for the TV report. 0:00 /1:34 Letterheads Per L'Horta makes the news! If you look closely at the top of the paper that Daniel Esteve Carbonell is working on it says "Collons de rètol"which clearly escaped the attention of the censors. Talks & DemosIn addition to workshops, the museum building also hosted a busy programme of talks. These were delivered by the Asociación de Diseñadores de la Comunidad Valenciana, the errorerror.studio creative typography studio, graphic designer Juan Nava, and type designer Juanjo López.Juan Nava talking about the evolution of his Letras Recuperadasproject, previously featured here at bl.ag online.One of the highlights was hearing from veteran local sign painters Ricardo Moreno and Paco Vivó, both of whom appear in the Tipos Que Importan film that was screened. They were interviewed by Nico and brought a host of goods with them, including their sign kits, photographic portfolios, work samples, books, and other reference materials.Ricardoand Pacowere mobbed after talking about their lives on the brush in Valencia.Following the session, everyone moved outside to watch Paco Vivó paint one of the motifs that he produced many times in his career: the Pepsi-Cola bottle top.Paco Vivó painted his demonstration piece on a canvas which was subsequently sold in the auction.Meanwhile, over in the town square, David Vanderh had set up his screenprinting station to apply Nico's event design in a single colour to any material that the public brought to him.The live screenprinting was in just blue, while the official event t-shirt combined this with a striking orange.Panels on Show and on SaleOn the Sunday, a small exhibition was mounted with the panels that folks could bid on in the auction. This was an open invitation, with those from the neighbourhood stopping by to inspect and snag some goods.Panels getting ready for new owners in the charity auction.Panels by Veronika Skilte, Joe Coleman, Rachel E Millar, and Victor Calligraphy.This panelby Joe Coleman was inspired by the truck lettering that was a lucky incidental on the earlier cycling tour.The auction raised over 2,000€ in support of those affected by the devastating DANA floods in 2024.The assembled crowd were ready with open wallets as the auction got underway.The auction was expertly hosted by Mike Meyer and Nico Barrios, with Nil Muge logging all the winning bids and accounting for the cash payments.Thank YouAs with any event, the photos never show the challenges that must be overcome behind the scenes. Some of these were substantial but Nico took each one in his stride, maintaining a smile throughout. Thank you, Nico, for facilitating these special days that will live long in the collective memory.Letterheads Per L'Horta host Nico Barrios.Letterheads Per L'Horta was hosted by Nico Barrios with the support of the following organisations: AVV Carraixet d'Almàssera; Ajuntament d'Almàssera; BLAG; A.S. Handover; 1 Shot; ADCV; gráffica. Also check out the event's dedicated Instagram account, @letterheadsperlhorta, for even more photos and videos. More LetterheadsFuture Meets #letterheads #per #l039horta #intimate #international

Anysphere, the maker of AI coding assistant Cursor, has raised million at a billion valuation, Bloomberg reported. The round was led by returning investor Thrive Capital, with participation from Andreessen Horowitz, Accel, and DST Global. The massive round is Anysphere’s third fundraise in less than a year. The 3-year-old startup secured its previous capital haul of million at a pre-money valuation of billion late last year, as TechCrunch was first to report.  AI coding assistants, often referred to as “vibe coders,” have emerged as one of AI’s most popular applications, with Cursor leading the category. Anysphere’s annualized revenuehas been doubling approximately every two months, a person familiar with the company told TechCrunch. The company has surpassed million in ARR, sources told Bloomberg, a 60% increase from the million we reported in mid-April. Cursor offers developers tiered pricing. After a two-week free trial, the company converts users into paying customers, who can opt for either a Pro offering or a monthly business subscription. Until recently, the majority of the company’s revenue came from individual user subscriptions, Bloomberg reported. However, Anysphere is now offering enterprise licenses, allowing companies to purchase the application for their teams at a higher price point. Earlier this year, the company was approached by OpenAI and other potential buyers, but Anysphere turned down those offers. The ChatGPT maker bought Windsurf, another fast-growing AI assistant, reportedly for billion. #cursors #anysphere #nabs #99b #valuation