Crypto keeps getting harder to separate from traditional finance — and this week makes that especially clear. 🏦 Banks are testing tokenized deposits, financial institutions are planning their own stablecoins, stock exchanges are exploring tokenized equities, and regulators are steadily building frameworks around digital assets. 🌍
At the same time, stablecoins are moving deeper into payments, settlement and everyday financial services, while blockchain infrastructure continues to find new use cases in mortgages, student lending and securities markets. 🔗
Some projects are already live, others are still pilots, proposals or regulatory experiments, but the direction is becoming difficult to miss. 🚀 Here are the most interesting developments shaping crypto and blockchain this week.
Coinbase has expanded its Canadian offering with regulated crypto derivatives, giving eligible investors access to 23 perpetual and dated futures linked to assets including Bitcoin, Ether and Solana. 🇨🇦 The menu also includes commodity futures covering assets such as gold, silver and oil, plus index exposure through Coinbase 50, so this is broader than another simple crypto trading launch. 📊
The contracts are offered through Coinbase Financial Markets, a CFTC registered futures commission merchant, and include smaller position sizes together with leverage of up to 10 times. ⚙️ Importantly, this is not a new high leverage playground for every retail user, as access is restricted to eligible sophisticated Canadian clients and leverage can make losses grow just as quickly as potential gains. ⚠️
The bigger story is that crypto derivatives, once commonly associated with offshore platforms, are increasingly finding a place inside regulated financial infrastructure in Canada. 🏦
Kraken parent Payward and SoFi are connecting several pieces of traditional banking and crypto infrastructure in one partnership, including stablecoins, liquidity and round the clock dollar settlement. 💵 Payward will join the SoFi Exchange Network, giving eligible institutional clients a way to settle US dollar transactions 24 hours a day instead of politely waiting for Monday morning. ⏰
SoFi will meanwhile use Kraken Prime as an additional source of crypto liquidity, with its smart order routing searching across supported venues to find suitable execution for trades.
🔄 Kraken will also list SoFiUSD, the dollar backed stablecoin issued by SoFi Bank, while qualified custody services may be added as the relationship develops. 🪙 It is another example of crypto companies and regulated banks becoming less like two separate financial worlds and more like different parts of the same increasingly connected infrastructure. 🌉
Revolut and crypto banking startup OpenReserve have received preliminary conditional approval from the US Office of the Comptroller of the Currency to establish national banks in Connecticut and Utah respectively. 🏦 The word “preliminary” matters here, because neither company has simply received a magical regulatory green light to open the doors tomorrow, and further conditions still have to be satisfied. 🚦
Revolut plans to use its proposed US bank for services including digital asset custody and cross border transfers involving crypto and stablecoins, while also exploring Revolut branded stablecoins issued by a third party. 💱 OpenReserve has an even more crypto focused model in mind, combining traditional banking with tokenized deposits, digital asset custody and potentially dollar backed stablecoin issuance through a subsidiary. 🪙
Together, the approvals show how digital asset services are gradually moving closer to the core US banking framework rather than remaining permanently attached to separate crypto specific institutions. 🇺🇸
Standard Chartered has launched spot Bitcoin and Ether trading for eligible institutional clients in the UAE through its regulated entity in the Dubai International Financial Centre. 🇦🇪 The bank says this makes it the first Global Systemically Important Bank to provide institutional digital asset spot trading in the market, which is a fairly serious badge for something that once lived mostly on crypto exchanges. 🏦
Clients can access deliverable BTC and ETH trades through the bank’s existing electronic trading infrastructure, using interfaces that are already familiar from traditional foreign exchange markets. 💻 The new trading service also fits alongside Standard Chartered’s UAE digital asset custody offering, which has been available since 2024, allowing institutions to combine execution and custody within a regulated banking environment. 🔐
The significance is therefore less about banks suddenly becoming crypto enthusiasts and more about crypto execution becoming another service that large financial institutions can integrate into familiar workflows. 🔗
The London Stock Exchange and Kraken parent Payward are working together on tokenized UK equities, bringing one of the world’s oldest financial markets surprisingly close to blockchain based trading. 🇬🇧
Payward plans to make the 100 largest London listed companies available through its xStocks framework, while the LSE intends, subject to regulatory approval, to support xStocks trading through its LSE 24 venue from 2027. 📈 At the same time, the exchange is exploring a broader structure for tokenized UK equities that could combine blockchain based ownership and settlement with the rights, protections and governance standards expected in public markets. 🔗
That distinction is important because tokenizing exposure to a stock is not automatically the same thing as rebuilding the legal share itself onchain, and the industry is still working out how those models should fit together. 🧩 The partnership shows that tokenization is moving beyond crypto startups and into conversations about how major regulated exchanges might issue, distribute, trade and settle securities in the future. 🚀
DBS and Citi have completed a tokenized deposit payment between Singapore and the United States over a weekend, using the Swift Digital Ledger to move US dollars outside traditional banking hours. 🌍 The transaction took place on September 5 and was completed in minutes, compared with cross border processes that can take as long as two business days when weekends and time zones get involved. ⏱️
Instead of replacing bank deposits with an external stablecoin, the system uses tokenized commercial bank deposits, allowing blockchain based settlement while keeping the money inside established banking structures. 🏦 That could be particularly useful for companies operating globally, where suppliers, customers and treasury teams do not necessarily stop needing liquidity because a banking calendar says it is Saturday. 😄
The experiment therefore points toward a version of blockchain adoption that looks much less like “banks versus crypto” and much more like banks quietly upgrading the plumbing underneath international payments. 🔧
Nine Swiss companies are now testing the CHFD Swiss franc stablecoin in a live sandbox, with financial market infrastructure provider SIX and payments company TWINT joining the initiative. 🇨🇭 CHFD is designed to maintain a one to one value with the Swiss franc and has been technically live inside the sandbox since the end of June, although this is still a controlled testing environment rather than a nationwide stablecoin launch. 🧪
Participants include major names such as UBS, PostFinance, Sygnum, Raiffeisen and Zürcher Kantonalbank, giving the experiment a distinctly institutional flavor. 🏦 The tests cover areas including automated transactions between financial institutions, settlement of tokenized assets and programmable payments that could potentially improve marketplace transactions, ticketing and public sector payments. 🎟️
Switzerland is essentially asking a very Swiss question here: if digital money is coming anyway, can it please be tested carefully, backed by francs and made useful before everybody gets too excited. 😄
Circle has agreed to acquire Singapore based payments company Tazapay in an all stock transaction valued at around $400 million, giving the USDC issuer a much larger network for international payments. 🌐 Tazapay brings more than $25 billion in annualized payment volume, relationships with over 60 banking and fintech partners and local payout infrastructure covering more than 100 markets. 💸
Around 60 percent of Tazapay’s transaction volume already involves stablecoins, so Circle is not exactly introducing the company to digital dollars for the first time. 🪙 For Circle, the acquisition could help connect USDC based settlement with the local banking and payout rails businesses still need when money eventually has to arrive in a particular country and currency.
🔄 The transaction is expected to close in 2027 and still requires regulatory approvals, including from the Monetary Authority of Singapore, so the global payments expansion is signed but not yet fully delivered. ✅
QuFi Network has launched a verification layer designed to protect digital asset transactions using post quantum cryptography without requiring existing blockchains to completely redesign their settlement systems. 🛡️ Instead of putting all the heavier cryptographic work directly onto Bitcoin or another network, QuFi verifies instructions separately and produces proofs before the underlying transaction is allowed to settle. 🔐
Its uBTC proof of concept is already operating on Bitcoin Testnet4, where Bitcoin collateral can be verified and represented while final redemptions still settle as normal Bitcoin transactions. ₿ The platform uses established post quantum standards including ML DSA, SLH DSA and ML KEM, reflecting a broader industry effort to prepare cryptographic infrastructure before sufficiently powerful quantum computers actually become a practical threat. 🧠
No, this does not mean a quantum computer is coming for everyone’s Bitcoin next Tuesday, but security engineers would rather build the umbrella before the very strange mathematical rain begins. ☂️
Bybit Pay has integrated with crypto payments infrastructure provider Mesh, allowing users to pay or fund accounts on supported platforms directly from assets already held in their Bybit balances. 💳 That removes several familiar bits of crypto payment gymnastics, such as withdrawing assets first, transferring them to another service and then finally making the actual payment. 🤹
Businesses already connected to Mesh can add Bybit Pay through their existing integration, potentially opening access to Bybit’s claimed user base of around 80 million people. 🌍 Mesh itself connects more than 300 wallets, exchanges and financial services platforms, effectively trying to make different pools of digital assets behave more like parts of one payment network. 🔗
The interesting part is not simply another checkout button, but the gradual move toward crypto payments where users care less about which platform holds the asset and merchants care more about receiving the right value through predictable settlement. 🛍️
Bernstein analysts believe Robinhood Chain could generate around $160 million in annual fees by 2028, largely because tokenized stock trading is becoming a meaningful part of activity on the network. 📈
According to the analysis, tokenized equities had already grown to roughly 27 percent of trading volume, while the share coming from native memecoin pairs had fallen to about 36 percent from effectively all activity when the chain launched. 🪙 The analysts argue that liquidity pools pairing stock tokens with memecoins can create additional demand on both sides, producing a slightly unusual marriage between Wall Street exposure and internet casino energy. 🎰 Robinhood Chain had also reached more than $2 million in daily fees at the snapshot cited in the report, which helps explain why Bernstein is modeling substantial revenue if usage continues to expand.
💰 Still, $160 million is a forecast rather than money already sitting in Robinhood’s bank account, and the real result will depend on trading volumes, tokenized asset adoption and whether users continue showing up once the launch excitement fades. 🔮
Wyoming is adding Chainlink Proof of Reserve to its state issued Frontier Stable Token, known as FRNT, to make information about the assets backing the token available onchain in near real time. 🔍 The system combines independent examinations of the reserves with Chainlink infrastructure, giving users more frequent visibility than traditional periodic disclosure alone. 📊
Wyoming already publishes daily reserve attestations, while federal stablecoin rules under the GENIUS Act establish monthly disclosure requirements, so the new system is intended to add another transparency layer rather than replace existing reporting. 🏛️ The commission is also working on Chainlink Secure Mint, which could prevent additional FRNT from being issued unless verified reserves are at least equal to the token supply. 🔐
It is a useful example of a public institution borrowing one of blockchain’s favorite ideas, “don’t just tell me the reserves are there, give me infrastructure that can help verify them.” 👀
Pineapple Financial has moved more than $1 billion worth of residential mortgage records onto Injective as part of a much larger project to digitize its historical mortgage portfolio. 🏠 The company ultimately wants to migrate information connected to more than 29,000 funded mortgages worth over $10 billion, giving blockchain based mortgage data a considerably larger scale than the usual proof of concept. 📚
Each record can contain more than 500 data points intended to improve verification, audit trails and risk analysis, with more than 2,000 mortgage records already represented onchain.
One important detail is that these tokens represent records associated with the mortgages, not ownership of the underlying loans, so nobody is buying a Toronto townhouse simply by clicking “swap.” 😄
The project is therefore mainly about making financial data easier to verify and trace, showing that real world asset adoption can involve putting useful records onchain even without turning the underlying asset itself into a freely traded token. ⛓️
The Ethereum Foundation has identified two proposals as essential for the upcoming Hegotá upgrade, narrowing a list of 62 Ethereum Improvement Proposals into a clearer set of protocol priorities. ⚙️ EIP 7805, known as FOCIL, focuses on censorship resistance by giving users another path for eligible transactions to reach blocks without depending entirely on centralized block builders. 🛡️
EIP 8141, Frame Transactions, targets more flexible account authentication and native account abstraction, while also creating a route toward authentication systems that are better prepared for a post quantum future. 🔑
The priorities were developed with input from roughly 60 researchers and engineers, and the Foundation says these two proposals are important enough that the upgrade schedule should move before either of them is simply dropped. 🧑💻
In other words, Hegotá is being shaped less like a giant bag of every feature developers would enjoy and more like a carefully packed suitcase containing the things Ethereum really does not want to leave at home. 🧳
Paxos issued stablecoin USDG is now available natively on Mantle, making it one of the first stablecoins minted directly on the Ethereum layer 2 network rather than arriving only through external bridges. 💵
Mantle has also joined the Global Dollar Network, an ecosystem with more than 150 partners that includes companies such as Kraken and Robinhood and is designed to share economic rewards with participants that help expand USDG usage. 🌐 At the time of the announcement, more than $3 billion of USDG was in circulation, giving the integration considerably more weight than adding a brand new experimental stablecoin with three users and an optimistic roadmap. 😄
Mantle expects USDG to support DeFi applications, settlement and institutional capital activity alongside other dollar linked assets already operating in its ecosystem. 🏦 More broadly, the move shows how competition between stablecoins is increasingly becoming a competition not just over market capitalization, but also over distribution networks, native blockchain integrations and who gets to share the economics behind them. 🧩
Dubai’s Virtual Assets Regulatory Authority and tokenization platform Securitize have signed a Memorandum of Understanding aimed at supporting the development of regulated tokenized markets in Dubai. 🏙️
The agreement creates a framework for collaboration around tokenization projects, institutional participation, digital asset infrastructure, research and regulatory engagement rather than announcing one specific tokenized product ready for launch. 📄
That distinction matters because an MoU is essentially a commitment to work together, not a new license or an automatic approval for every future tokenized security that appears in the market. 🔎 For Securitize, the cooperation provides an opportunity to bring experience from institutional tokenized securities into discussions with one of the world’s more active digital asset regulators. 🤝
For Dubai, it fits a broader strategy of trying to attract tokenization activity while building the regulatory plumbing at the same time, because “move fast and figure out the securities rules later” is generally less charming when institutional money gets involved. 😄
A group of 21 major financial institutions, including Bank of America, Citi, Goldman Sachs, Deutsche Bank, UBS, Santander and Fidelity Investments, plans to create a new company focused on issuing regulated stablecoins.
🏦 The first product is expected to be a US dollar stablecoin launching in the first half of 2027, with euro and other G7 currency versions potentially following later. 💵 The project has grown considerably since October 2025, when only ten banks were exploring the idea, suggesting that institutional interest in blockchain based money is becoming much less experimental. 📈 The stablecoin is intended for wholesale, institutional and retail uses, including cross border payments and digital asset settlement, while the group says it plans to comply with frameworks such as the US GENIUS Act and the EU’s MiCA rules where applicable. 🌍
Nothing has launched yet and the new company still needs to be formally established, but when 21 financial institutions decide they may need their own digital cash infrastructure, stablecoins start looking less like a crypto side project and more like another banking rail. 🚆
Ethena has launched the beta version of Ethena Pay, a self custodial money app that turns its USDe synthetic dollar into something designed for everyday saving, spending and international transfers. 📱
Users can hold a dollar denominated balance, receive up to 6% annualized rewards, make card payments and move money between crypto and traditional bank accounts through features such as virtual IBANs. 💵 The beta covers 48 countries, although the initial rollout is intentionally tiny at around 400 users and does not yet include markets such as the US, EU, Canada, Taiwan or South Korea. 🌍
Avalanche provides the settlement layer for payments and transfers, while the app is designed to hide most of the blockchain mechanics so users do not need a crash course in wallets, bridges and networks before buying lunch. 🍜
The bigger experiment is whether USDe, which has mainly lived in trading and DeFi, can become the foundation of a consumer finance product competing more directly with familiar neobanking apps. 🧪
Harmony has proposed shutting down its seven year old layer 1 network and moving the ONE token to Ethereum as an ERC 20 asset, potentially ending its life as an independent blockchain. ⛓️
Under the plan, Harmony would take a final snapshot of balances and distribute corresponding Ethereum based ONE tokens, while exchanges would also migrate their listings. 🔄 The proposal is still non binding, however, and Harmony has not announced the final block date or confirmed whether the shutdown will go through its normal validator governance process. ⚠️
The timing is particularly significant because it follows an exploit involving billions of unauthorized ONE tokens and a planned rollback that would remove more than 109,000 transactions from the chain. 🛡️ Smart contracts, liquidity pools and applications cannot simply pack their bags and move with the token, so users have been urged to exit those positions, making this much more complicated than changing the blockchain address on ONE’s business card. 📦
Pencil Finance says it has completed a $1 million fully onchain student loan cycle that helped finance education for students across Southeast Asia. 🎓 The capital was originally provided by Animoca Brands, Open Campus and New Campus and structured into senior and junior tranches, with funds ultimately returning to investors after repayments together with yield. 💰 The program was connected to around 6,600 students across 118 schools and universities, although roughly 1,050 students received direct financing from the initiative, an important distinction behind the bigger headline number. 🔎
Pencil says 93% of participants came from lower income households and describes the project as the first complete student lending cycle of its kind to be transparently recorded onchain. 🌏 It is an interesting real world asset use case, but details including borrower interest rates, default levels and actual investor returns were not publicly disclosed, so blockchain transparency does not automatically mean every financial question is answered. 😉
Ondo Finance is asking the SEC and CFTC to allow perpetual futures linked to individual US stocks to operate inside the United States instead of leaving most of that activity on offshore platforms. 🇺🇸 In three regulatory letters, Ondo argues that existing security futures laws are already flexible enough to cover perpetual contracts and that completely new rules may therefore not be necessary. 📜
Traditional futures use expiration dates to keep their price connected to the underlying asset, while perpetuals can use regular funding payments to achieve a similar economic effect without ever expiring. 🔄 Ondo’s Panama based affiliate already offers stablecoin settled stock perpetuals outside the US and had reportedly processed around $8 billion in cumulative trading volume within roughly six weeks of launch. 📊
For now this is an argument submitted to regulators rather than permission to launch the products domestically, but it highlights the increasingly awkward situation where derivatives based on American stocks can become popular everywhere except America itself. 😅
South Korea’s Financial Services Commission has introduced a three stage roadmap that will gradually bring tokenized securities into the country’s established capital markets framework. 🇰🇷
From February 4, 2027, tokenized securities will be legally recognized as digital forms of securities, beginning with areas including institutional money market funds, bonds, certain unlisted stocks and fractional investment products. 📑 The second phase is intended to expand tokenization to all publicly offered securities, while the final phase aims to connect the infrastructure with onchain payments involving stablecoins. 🪙
Regulators will work with the Korea Securities Depository on the necessary technical infrastructure, but the timing of phases two and three will depend on how the first stage performs, technological progress and future stablecoin legislation. ⚙️ Rather than creating a separate crypto universe for tokenized assets, South Korea appears to be trying to bring blockchain into the securities market one carefully regulated layer at a time. 🧱
Uzbekistan has launched a sandbox pilot for HUMO, a stablecoin pegged one to one to the Uzbek som and backed by government securities. 🇺🇿 More than 20 merchants are prepared to test payments with the token, while participating banks will connect their payment processing infrastructure with the blockchain based system. 🛍️
Humo Digital is running the initiative under a special regulatory regime supervised jointly by the National Agency for Prospective Projects and Uzbekistan’s central bank, with licensed crypto exchange Asterium also involved. 🏦
The initial testing period is expected to last 12 months, while the broader project can continue for up to three years as authorities examine reserve protection, cybersecurity, consumer safeguards, AML controls and risks to financial stability. 🔍 So Uzbekistan is not replacing cash with blockchain tomorrow, but it is testing whether government backed digital money can leave the PowerPoint stage and survive an actual checkout counter. 🧾
Thailand has adopted new crypto Travel Rule requirements that will make digital asset companies collect and retain more information about who is sending and receiving cryptocurrency. 🇹🇭 The rules, scheduled to take effect on February 27, 2027, also require operators to verify that customers actually own or control self custodial wallets involved in transfers. 🔐
That does not mean Thailand is banning private wallets, but it does mean transactions between regulated platforms and those wallets will come with additional identity and ownership checks. 👀 Crypto businesses must also keep information accompanying digital asset transactions for at least five years and make those records available for regulatory inspections. 📂
The measure brings Thailand closer to global FATF anti money laundering standards and shows how self custody is increasingly entering the regulatory conversation, where “be your own bank” can still involve proving to someone else that the wallet really is yours. 😄
Google DeepMind and Google Research have introduced WeatherNext 3, a new AI forecasting model designed to deliver faster, more detailed and more useful weather predictions. 🌦️ The system can generate forecasts at roughly 5 kilometer resolution, refresh them hourly and has significantly improved its ability to predict precipitation, one of the areas where earlier AI weather models struggled. ☔
Google says the model also performs strongly against both competing AI systems and traditional forecasting methods on benchmarks covering variables such as temperature, wind and humidity. 📊 WeatherNext 3 is already being integrated into products including Google Search, Maps and Gemini, which means its predictions will increasingly reach ordinary users rather than remaining an interesting research experiment. 📱
The model also uses real time satellite observations alongside other weather data, potentially improving forecasting in areas where ground based measurements are limited. 🛰️ So forgetting an umbrella will remain completely possible, but blaming the weather app may become slightly harder. 😄
Nvidia has agreed to acquire Hugging Face in a deal worth approximately $12.93 billion, bringing one of the world’s largest open AI communities much closer to the company that dominates AI computing hardware. 🤗
Hugging Face is used by more than 18 million developers and hosts millions of models, datasets and applications, making it one of the key distribution and collaboration platforms for open source and open weight AI. 🌐 Nvidia says Hugging Face will remain open to different models, frameworks, cloud providers and hardware platforms, meaning developers will not be required to use Nvidia GPUs simply because Nvidia owns the platform. 🔓
The transaction includes roughly $11.9 billion for shareholders and up to another $1 billion in an employee retention program, while completion is expected in the first half of 2027 subject to regulatory approvals and other closing conditions. 💰
Strategically, the deal gives Nvidia a much stronger position higher up the AI stack, connecting its chips and infrastructure with the place where a huge number of developers actually discover, customize and deploy models. 🧩 Nvidia may still be selling the shovels in the AI gold rush, but now it is also buying one of the biggest places where everyone compares their shovels. ⛏️
French AI company Mistral has raised €3 billion in a Series D round at a post money valuation above €21 billion, in what the company describes as the largest equity fundraising ever completed by a European technology company. 🇪🇺 Samsung Electronics led the round, joined by the Scaleup Europe Fund managed by EQT and existing investor PSG Equity, giving the funding a distinctly international but strategically European flavor. 💶
Mistral plans to use the capital to expand computing capacity, frontier AI research, infrastructure and its international business, while continuing to focus heavily on open weight models and so called sovereign AI. 🧠 The company now operates across 20 countries and says more than 125 global enterprises use its technology for important AI projects, showing that the story is moving beyond simply being “Europe’s answer” to American AI labs. 🌍
Sovereign AI has become increasingly important for governments and companies that want more control over where their data is processed, which models they depend on and which foreign providers sit underneath critical systems. 🔐 Mistral is still far smaller than the biggest US AI players, but €3 billion gives Europe’s AI contender a considerably larger suitcase for the trip. 🧳
Robotics startup XDOF is reportedly in late stage discussions for a Series B round that could value the company at around $1.2 billion, only about three months after it emerged from stealth. 🤖 The company collects real world teleoperation data by having humans control robots performing physical tasks, creating the large datasets needed to train increasingly general purpose robotic systems. 🦾
Investors sometimes describe the company as a kind of Scale AI for robotics because it is building data collection, annotation and infrastructure that robot developers would otherwise have to create themselves. 📚 XDOF already raised a $70 million Series A in June, but annualized revenue reportedly approaching $50 million attracted investors quickly enough that another funding round arrived much sooner than planned. 📈
The potential Series B is expected to be led by 8VC, although the total amount being raised has not been disclosed and the terms could still change, so the $1.2 billion valuation remains a discussion rather than a completed deal. ⚠️ Apparently teaching robots how to pick things up requires a lot of human generated data, and investors have decided that collecting it may itself be a very valuable business. 🧠
AI startup Wonderful has raised $550 million in Series C funding at a $5 billion valuation, more than doubling the $2 billion valuation it reached less than six months earlier. 🚀 Insight Partners once again led the round, while Salesforce joined as a new investor alongside existing backers including Index Ventures, IVP and Bessemer Venture Partners. 💰 Wonderful originally gained traction by building customer service AI agents for non English speaking markets, but it has since expanded into a broader platform called Wonderful AI OS that connects agents, applications, company data and workflows. 🧩 The startup says it now operates across more than 35 markets and employs around 650 people, relying heavily on engineers who work closely with customers to integrate AI directly into existing business systems. 🌍
The new funding will support further product development, international expansion and growth of those implementation teams as companies move from testing individual AI tools toward deploying larger collections of connected agents. 🛠️ Going from a $2 billion to a $5 billion valuation in half a year is the startup equivalent of checking your bank account twice because the first number looked suspicious. 😄
Sequoia incubated startup Empirik has launched as an independent company with $21 million in seed funding and an ambitious goal of predicting infrastructure problems before they turn into full scale outages. 🚨
Instead of simply monitoring servers after something breaks, its platform tracks changes across complex technology environments and tries to understand how one update could affect other connected systems. 🧠
The system can automatically approve low risk changes, introduce guardrails around more complicated ones and send potentially dangerous updates to engineers for human review. 🚦 Empirik was incubated inside Sequoia beginning in 2023 and has already signed customers ranging from startups to Fortune 500 companies, including Guardant Health. 🏢
The idea is essentially to bring the type of AI automation already changing software development into DevOps and site reliability engineering, where teams are increasingly struggling to keep pace with the amount of code and infrastructure changing every day. ⚙️ In other words, instead of AI writing more software and leaving engineers to deal with the consequences, Empirik would quite like another AI to stand nearby asking, “Are we absolutely sure we want to deploy that?” 😅
Thinking Machines Lab, the AI startup founded by former OpenAI CTO Mira Murati, is reportedly discussing a $1 billion funding round that could value the company at at least $40 billion. 💰
Accel is said to be considering leading the investment, although negotiations are still underway and neither the round nor its final valuation has been confirmed. ⚠️
The company previously raised a huge $2 billion seed round at a $12 billion valuation, meaning the new deal would represent another dramatic jump for a business that was founded only in 2025. 🚀 Thinking Machines has since launched Inkling, an open weight AI model, and Tinker, a platform that allows organizations to customize models using their own data, while its annualized revenue is reportedly already above $100 million. 🧠
A $40 billion valuation on that revenue would still be extraordinarily high by traditional software standards, showing just how much investors are currently willing to pay for teams viewed as capable of building frontier AI technology. 📈 The round is therefore not a done deal, but AI fundraising has reached the interesting stage where adding another zero barely causes the industry to spill its coffee anymore. ☕
Crusoe has reportedly raised more than $3 billion at a valuation of around $30 billion, tripling the $10 billion valuation it reached in a funding round less than a year ago. 🏗️ The company began life in 2018 using stranded and flared natural gas to power cryptocurrency mining, but it has since transformed itself into a major provider of data centers, GPUs and cloud infrastructure for AI workloads. 🔄
Its customers include major technology companies such as Microsoft, Meta and OpenAI, while Crusoe has also reportedly signed a five year deal worth around $13 billion to provide AI computing infrastructure to quantitative trading firm Jane Street. 💻 The latest financing is reportedly being co led by Atreides Management and Valor Equity Partners, with participation from Mubadala Capital, although the company itself has not publicly announced all the details of the round. 💵
Crusoe has also been talking with investment banks about a possible IPO, making the financing another sign of how rapidly specialized AI infrastructure providers, often called neoclouds, have expanded alongside demand for GPUs. 📈 Starting with Bitcoin mining and ending up building infrastructure for some of the world’s biggest AI companies is quite a corporate plot twist, even by tech standards. 😄
British AI infrastructure company Nscale is reportedly seeking around $3.5 billion in additional financing as it prepares for a potential public listing. 🏦 The proposed package includes as much as $1.5 billion in convertible notes from investors and approximately $2 billion that the company hopes to secure from Nvidia, although negotiations are ongoing and the final structure could still change. 💰
Founded only in 2024, Nscale owns and operates data centers, GPUs and the software infrastructure needed to provide large scale computing capacity for companies training and running AI models. 🖥️ Its growth has been accelerated by enormous infrastructure contracts, including a six year agreement worth around $45 billion to provide Anthropic with computing capacity from a data center campus in West Virginia. ⚡
Reuters reported that Nscale was valued at $14.6 billion after a $2 billion Series C earlier this year, while the proposed convertible notes would include terms linked to a valuation of as much as $30 billion. 📊 AI may be software, but the current investment boom is making one thing extremely clear: all that intelligence still needs a very large building full of very expensive machines somewhere. 🏭
AI security company HiddenLayer has raised $100 million in Series B funding as businesses increasingly worry about what can go wrong when AI models and autonomous agents gain access to real company systems. 🛡️ The round was led by Delta-v Capital, with investors including Morgan Stanley, Microsoft’s M12, Ten Eleven Ventures and Booz Allen Ventures participating. 💰
HiddenLayer develops security tools designed to protect AI models, applications and agents against attacks, malicious inputs, vulnerabilities and unexpected behavior while they are running. 🔐 The company says its annual recurring revenue increased more than tenfold over the past year into the tens of millions of dollars, with financial services, technology companies and government organizations among its major customer groups. 📈
The fresh capital will help expand areas including runtime protection for autonomous AI and coding agents, a growing concern as businesses give software increasingly more freedom to access data, use tools and make changes without constant human supervision. 🤖
AI agents are being hired to do more work, and apparently the next logical step is hiring security software to make sure the new digital employees do not accidentally set the office on fire. 🔥
This week’s stories show a crypto market that is becoming less about isolated experiments and more about connecting blockchain with existing financial infrastructure. 🔄 Stablecoins are moving closer to banking and payments, tokenized assets are entering regulated markets, and institutions are increasingly looking at blockchain as infrastructure rather than simply an investment category. 🏦
Regulation is also becoming a bigger part of the story, with governments trying to balance innovation, transparency and control as digital assets move into mainstream finance. ⚖️ Not every announcement will become a global standard, and plenty of pilots still have a long road ahead, but the number of serious players involved keeps growing. 📈
See you next week for another round of crypto, blockchain and the occasional reminder that financial markets apparently never run out of new ways to reinvent money. 😄
