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Over the last few years, a slew of solutions have entered the market that allows organizations to work with their own data and their partners without exposing it recklessly: clean rooms, trusted research environments, and tokenization. These advances support a shift toward collaborative intelligence, acknowledging that limiting data sources to what is available in-house inherently results in less representative and incomplete data.No single institution possesses all the data it needs. This poses a huge opportunity for highly-regulated industries like life sciences and financial institutions to work collaboratively. Diversifying datasets with partners is the rising tide that lifts all boats. Working…

Samsung Electronics today introduced Galaxy Book6 Enterprise Edition, the first Galaxy Book designed specifically for an enterprise environment. Powered by the latest Intel® Core™ Ultra Series 3 processors with Intel vPro®,1 Galaxy Book6 Enterprise Edition combines the reliable performance, security and manageability required for modern enterprise environments. “Galaxy Book6 Enterprise Edition marks an important step in expanding the Galaxy Book series into enterprise computing,” said Andrew Chun, CVP & Head of B2B NPC Group, Mobile eXperience (MX) Business at Samsung Electronics. “We’re excited to bring the connected Galaxy experience to enterprise IT environments to help enable seamless workflows across devices…

Materials known as relaxor ferroelectrics have played an important role for decades in technologies such as ultrasound imaging, microphones, and sonar. Their unusual performance comes from the way atoms are arranged inside them. However, that internal structure has been extremely difficult to measure directly, leaving scientists to rely on incomplete models. Now, researchers from MIT and collaborating institutions have, for the first time, mapped the three dimensional atomic structure of a relaxor ferroelectric. Their results, to be published in Science, offer a clearer foundation for improving the models used to design future computing systems, energy devices, and advanced sensors. “Now…

Will Sentance, educator and co-founder of Codesmith, joins SE Radio’s Adi Narayan to discuss the evolution of JavaScript and modern best practices. They begin with JavaScript’s origins as a simple scripting language and its growth into the backbone of modern web development, highlighting the core theme of the “don’t break the web” constraint. The requirement that JavaScript must remain backward-compatible has shaped everything from naming decisions (e.g., flat instead of flatten) to the introduction of Symbols as a collision-safe way to extend objects. Will explains how the TC39 group uses the open-source community as a filtration system, absorbing user land…

The SpaceX-Cursor deal is not just a headline acquisition. It is a signal of how the next layer of the AI economy will be built, owned, and monetized. On April 21, 2026, SpaceX announced the right to acquire Anysphere, the company behind Artificial Intelligence (AI) coding tool Cursor for $60 billion later this year, or alternatively pay $10 billion for their joint work together. To aerospace observers, this seemed out of orbit. To anyone watching the convergence of compute infrastructure and developer AI, it was the move that had been telegraphed for months. SpaceX has evolved far beyond its original identity as a builder of…

Featured Podcasts Lenny’s Podcast: Why cultivating agency matters more than cultivating skills in the AI era | Max Schoening (Head of Product, Notion) Interviews with world-class product leaders and growth experts to uncover actionable advice to help you build, launch, and grow your own product. Subscribe to Lenny’s Podcast. Big Technology Podcast: OpenAI’s User Growth Miss, Musk vs. Altman, Prediction Market Ban The Big Technology Podcast takes you behind the scenes in the tech world featuring interviews with plugged-in insiders and outside agitators. Subscribe to Big Technology Podcast. Training Data: OpenAI’s Greg Brockman: Why Human Attention Is the New Bottleneck…

30 Theme of the week: edge computing and private networks for physical AI and AI inference in industrial and military zones. HPE has released a new AI server platform, ruggedized and optimized for difficult edge deployments; the release follows this week’s discussion at Defense Communications Forum, plus separately with Ericsson and NTT Data, about related themes.  In sum – what to know: Industrial conditions – Data volumes, latency pressures, cost constraints, and application requirements are pushing compute out of data centers and into distributed industrial environments. Geopolitical conditions – Instability in Europe and the Middle East, plus intensifying rivalry between…

In this article, you will learn how TurboQuant, a novel algorithmic suite recently launched by Google, achieves advanced compression of large language models and vector search engines with no loss of accuracy. Topics we will cover include: What TurboQuant is and why it represents a meaningful advance over prior quantization techniques. How the two-stage compression process — PolarQuant followed by QJL — works together to eliminate memory overhead and hidden bias. Why TurboQuant’s approach to KV cache compression is grounded in strong theoretical foundations rather than purely practical engineering. Effective KV Compression with TurboQuantImage by Editor Introduction TurboQuant has recently…

Projects are the bridge between understanding AI and actually building with it. While the last couple of years were dominated by generative models, the shift now is toward systems that can think in steps, use tools, and act with a clear objective. This guide brings together over 15 solved agentic AI projects designed to help you make that transition. Each project highlights what makes it “agentic,” along with source code and implementation direction, so you can move beyond prompt-based work and start building systems that reason, plan, and execute tasks end to end. Finance, Business & E-commerce Build systems that…

A Brazilian tech firm that specializes in protecting networks from distributed denial-of-service (DDoS) attacks has been enabling a botnet responsible for an extended campaign of massive DDoS attacks against other network operators in Brazil, KrebsOnSecurity has learned. The firm’s chief executive says the malicious activity resulted from a security breach and was likely the work of a competitor trying to tarnish his company’s public image. An Archer AX21 router from TP-Link. Image: tp-link.com. For the past several years, security experts have tracked a series of massive DDoS attacks originating from Brazil and solely targeting Brazilian ISPs. Until recently, it was…