startup

According to Business Insider, Alexandr Wang, founder of Scale AI and current head of Meta's Superintelligence Lab, stated at a Y Combinator event that AI has significantly narrowed the power gap between startups and giants. He recalled that when he founded Scale AI in 2016, "startups faced giants like David against Goliath, needing to find market entry points more intelligently"; however, with the development of AI agent technology, "it now feels more like Goliath against Goliath," and as long as startups apply AI agents in "the most ambitious way," it is not difficult to defeat large companies that already have an advantage.Scale AI, founded by Wang, is one of the earliest data annotation companies, employing thousands of contractors worldwide to train models for large AI labs. Last June, Meta reached a $14.3 billion deal with Scale AI, and Wang subsequently joined Meta. OpenAI CEO Sam Altman also stated at the same event that "there has never been a better time to start a business."

AI security operations startup Mate Security announced the completion of a $35 million Series A financing round, led by Canaan Partners, with participation from Insight Partners, Team8, and Microsoft's venture fund M12, bringing the total funding to over $50 million.It has been less than a year since the company emerged from stealth mode. Mate Security was founded by former employees of Wiz and Microsoft, and its core product is the "Security Context Graph," which empowers AI security agents with business context by building an organizational knowledge layer, enabling them to make judgments based on actual operational conditions when handling alerts, effectively reducing false positive rates.

AI supply chain management startup Freehand announced the completion of a $75 million financing round, co-led by Battery Ventures and NewRoad Capital Partners, with participation from Nexus Venture Partners and the fund PSP Growth under former U.S. Secretary of Commerce Penny Pritzker.Freehand's AI agents can autonomously handle tasks such as contract interpretation, vendor rate negotiations, overbilling identification, payment processing, and ERP system reconciliation. Clients include leading companies such as Meta, Unilever, Johnson & Johnson, Pfizer, Dunkin', and Cardinal Health.

According to Techcrunch, New York AI detection startup Pangram announced the completion of a $9 million financing round, led by Menlo Ventures, with participation from Haystack, ScOp, Script Capital, and Cadenza.Pangram also released the next-generation AI text detection model Pangram 4 and the AI image detection model Pangram Image, with the text detection accuracy exceeding 99%, capable of identifying AI-assisted writing, mixed human-machine content, and text generated by AI impersonation programs; the image detection model is currently in research preview stage, based on pixel-level distribution analysis, capable of identifying AI-generated images across models and detecting AI images present in real photographs.

Coursera (NYSE: COUR) announced a strategic equity investment of $100 million in LearnVector, an AI-native learning company newly founded by its co-founder Andrew Ng. This investment gives Coursera approximately one-third equity in LearnVector, corresponding to a company valuation of about $300 million.LearnVector was founded by Andrew Ng, who serves as CEO, and is positioned as an AI education startup aimed at white-collar workers. The core goal is to create a one-on-one personalized learning experience using agent AI, shifting from traditional "one-to-many" teaching to "one-to-one" exclusive tutoring. The AI agent will plan personalized paths for each learner, adapt to their learning styles, and provide continuous support until they truly master the skills. The first batch of courses is expected to launch in early 2027, and the transaction has been unanimously approved by Coursera's independent board special committee.

According to TechCrunch, Fish Audio announced on Tuesday that it has completed a $50 million seed round of financing. This round was led by Coreline Ventures and Capital Today, with participation from institutions such as 359 Capital, Parable, Play Time, Alphalist Partners, Bayhouse Ventures, Carya Venture Partners, and HF0.Fish Audio was initially a small project initiated by former NVIDIA researcher Shijia Liao. Dissatisfied with the lack of expressive synthetic voice technology on the market, he trained a voice generation model using a single GPU and made it open source. Today, the Fish Speech project repository on GitHub has received over 31,000 stars and is widely used by independent developers, game designers, and content creators.In the past year, Fish Audio has launched five models, including four voice generation models and one speech-to-text model. The company has open-sourced three of the voice generation models, but the latest S2.1 Pro model is currently only available through a paid API. Since its launch last year, the startup's open-source and hosted version models have attracted over 8 million users, with current annual recurring revenue (ARR) reaching $21 million.

SSI received $2 billion in funding last year from top venture capital firms such as Andreessen Horowitz and Sequoia Capital, with a valuation of $32 billion at that time.

According to TechCrunch, nuclear startup Antares Nuclear has completed a $470 million Series C funding round, co-led by Paradigm and Caffeinated Capital, with participation from Industrious Ventures, Point72 Ventures, and Shine Capital, including $370 million in equity and $100 million in debt.Antares is developing small modular reactors (SMRs) with a power output of 100 kilowatts to 1 megawatt, using TRISO fuel. The company is one of three finalists in the U.S. Department of Defense's Advanced Nuclear Power Systems program, planning to launch its first power-generating reactor next year and deploy it to U.S. military bases by 2028. Previously, Antares completed a $96 million Series B funding round last December, bringing its total funding to $604 million. The first batch of SMRs is expected to be operational in the early 2030s, with a cost of approximately $214 per megawatt-hour, higher than most new power plants except for the most expensive gas turbines.

According to informed sources, SoftBank Group is considering acquiring Gravis Robotics AG, as SoftBank is targeting the artificial intelligence sector that supports robotics technology. SoftBank plans to make a significant investment in this European startup and incorporate it into its newly established company, Roze.SoftBank may complete the transaction in phases, achieving this through gradual acquisition of existing shares and injecting new funds. Informed sources say that this deal could ultimately value the Zurich-based Gravis company at over $500 million. They stated that no final decision has yet been made regarding the scale or structure of the transaction.

According to Forbes, humanoid robot startup Humanoid announced the completion of a $152 million Series A funding round, with a post-investment valuation of $1.35 billion, becoming the first unicorn company in Europe focused on the humanoid robotics field.This round of financing was led by Prime Movers Lab, with participation from German industrial giants Schaeffler and Bosch, Taiwan's Fubon Financial Holdings venture capital, and LVMH Arnault family's investment firm Aglaé Ventures. After this financing, Humanoid's total funding amount has reached $270 million.

Fluidstack, a cloud computing startup focused on AI computing power leasing Neocloud, announced that it completed an $830 million Series A funding round in January, with a valuation of $7.5 billion. The round was led by the Situational Awareness fund of former OpenAI researcher Leopold Aschenbrenner, with participation from multiple investors.According to reports, Fluidstack builds infrastructure for AI laboratories, aiming to become the company that can deploy hundreds of gigawatts of computing power the fastest in the world.

AI inference infrastructure startup Infinity announced the completion of a $15 million financing round, with the company's valuation reaching $100 million. Investors in this round include Touring Capital, Principal VC, and researchers from organizations such as OpenAI and Anthropic.The company is developing a general reasoning library that enables different AI chips to automatically reproduce cutting-edge AI research results and enhance hardware performance through software optimization.

According to GlobeNewswire, AI security startup Neo announced the completion of a $100 million financing round, led by venture capital firms Andreessen Horowitz (a16z) and Bessemer Venture Partners, with participation from Craft Ventures and Merlin Ventures.It is reported that the company positions itself as an "Agentic Software Control" company, dedicated to building a real-time control layer for enterprises, helping security operations teams (SecOps) manage and protect the rapidly proliferating AI agents, AI applications, browsers, identity systems, and intelligent capabilities in traditional software. The new funds will be used to expand the engineering and marketing teams and accelerate the expansion of enterprise customers.

According to Bloomberg, producing the world's most popular advanced semiconductors requires a large amount of energy and relies on rare mineral resources. A UK AI startup, CuspAI, which was founded just two years ago, is betting that artificial intelligence can optimize this process and has raised nearly $500 million in funding for this purpose.CuspAI announced the establishment of the AI Materials Foundry alliance. This alliance brings together more than 48 tech giants, industrial companies, and research institutions, including Nvidia, Meta, and Hyundai Motor Group. The alliance aims to integrate the computing power resources and research capabilities of its members to jointly develop AI software, helping researchers develop new materials suitable for chip manufacturing and other industries at lower costs and faster speeds, thereby improving the efficiency of material research and accelerating innovation in advanced semiconductors and related industries.

According to CNBC, AI infrastructure startup Fireworks AI announced the completion of a $1.5 billion financing round, with the company's valuation reaching $17.5 billion. The company had previously received support from NVIDIA and primarily provides cloud-based services for open-source AI model deployment, helping businesses deploy artificial intelligence applications at a lower cost.This round of financing was led by Atreides Management, Index Ventures, and TCV, with participation from institutions such as NVIDIA, Evantic, and Lightspeed Venture Partners. Currently, Fireworks processes approximately 400 trillion AI tokens daily. The company's clients include businesses such as Elastic, GitLab, and MongoDB. Previously, more than half of its revenue came from the AI programming tool Cursor, but the client base has now become more diversified.

Cryptocurrency clearing startup Glacis Labs has completed a $6.8 million seed round financing. This round was led by Lightspeed Faction, with participation from Franklin Templeton, Coinbase Ventures, A.GAIN (formerly IDC Ventures), Protein Capital, and Techni Ventures, using an equity + token warrant structure.The financing will primarily be used to expand its core product, the ZeroDelta platform, and support the expansion of engineering, compliance, and market teams. ZeroDelta is a multi-chain clearing platform that enables matching, net settlement, and final settlement of cross-blockchain digital assets, currently focusing on stablecoins, and has processed over $1 billion in transaction volume to date.

According to Fortune magazine, stablecoin payment infrastructure startup Velocity announced the completion of a $38 million Series A funding round, led by crypto investment firm Dragonfly, with participation from institutions such as Coinbase, Capital One Ventures, and Wintermute. Velocity CEO Eric Queathem did not disclose the latest funding valuation.Founded in 2025, Velocity focuses on providing stablecoin payment solutions for businesses, payment service providers, fintech companies, and financial institutions, helping them optimize cross-border payments, fund settlement, and fund management processes using dollar-pegged tokens. Currently, Velocity has covered markets in the United States, parts of Europe, and Australia, with plans to use the new funds to apply for licenses to expand into Africa and Latin America, while also investing in building a more secure asset custody infrastructure and developing new features, including stablecoin yield products.

According to Bloomberg, cloud computing service provider Nebius Group announced that it has reached an agreement with artificial intelligence model development company Reflection AI to sell computing power worth over $1 billion.According to statements from both parties, the agreement is valid until 2029, and Reflection AI will gain access to computing resources using NVIDIA GB300 AI chips to support its artificial intelligence model research and development.

Uniswap announced that teams can now directly configure and initiate Uniswap Auctions in the Uniswap Web App. This feature is supported by Continuous Clearing Auctions (CCA), which are used for on-chain token distribution, price discovery, and liquidity guidance.According to reports, CCA is now live on the Robinhood Chain, allowing teams to run token auctions on-chain, discover more market-oriented issuance prices, and launch liquidity on Uniswap v4 after the auction ends. Previously, projects like Aztec and Cap have used Uniswap Auctions for permissionless and transparent on-chain token distribution.Uniswap stated that the new launch process supports importing existing tokens or creating new tokens, and allows for configuring auction parameters and liquidity pool settings after the auction. The current interface supports Ethereum, Base, Arbitrum, and Unichain, with plans to expand to more chains in the future.

The AI writing startup Marker, co-founded by the former creative head of DeepMind and based in London, announced the completion of a $13 million seed round financing. This round was led by Index Ventures, with participation from Local Globe. Angel investors involved include: Writely co-founder Steve Newman, Slack co-founder Cal Henderson, and Thomas Wolf from Hugging Face.According to reports, early testing users of Marker have utilized the platform to write various types of content, including blog posts, Substack newsletters, business documents, memos, and novels. Marker’s CEO Steinback stated, "We are at a critical moment where people can choose the future of writing; I believe people will choose solutions that value writing techniques rather than those that produce shoddy content that seriously erodes the essence of writing."