Author: Carter

# Thinking The user wants me to paraphrase an HTML article about X-Token, a cross-tokenizer knowledge distillation method. I need to: 1. Keep the HTML structure intact 2. Rewrite the text to be easier to read and understand 3. Keep it in English Let me go through each section carefully and rephrase while keeping all HTML tags, classes, heading structure, math formulas, and code formatting. Key points to preserve: – All HTML tags and attributes – Mathematical notation – Technical accuracy – The overall meaning and detail Let me work through this paragraph by paragraph. # Final Answer Knowledge distillation…

Morning Minute is a daily newsletter written by Tyler Warner. The views and analyses shared are his own and don’t necessarily align with those of Decrypt. Also, don’t forget to check out our new daily news show covering all of the top stories in 5 minutes, available on Apple Podcasts or Spotify.GM!Today’s top news: Major cryptocurrencies gain 1-2%; Bitcoin at $73.3k HYPE jumps 10% after ICE founder labels it “Bigger than Nasdaq” JPMorgan reports the debasement trade is fading, pushing Bitcoin and gold down Standard Chartered likens Ethereum to Amazon in 2001, projects a $40,000 price target Anthropic secures $6.5B…

Security experts have identified a fake NuGet package disguised as a C# development toolkit for Sicoob, one of Brazil’s biggest cooperative banking systems. The rogue package secretly steals client IDs and PFX certificates from users. As reported by Socket, versions 2.0.0 through 2.0.4 of the package named “Sicoob.Sdk” include hidden code designed to extract sensitive data — specifically PFX certificates used by businesses to authenticate with the Sicoob banking network for automated operations such as instant payment processing and generating dynamic Pix QR codes. The package has been downloaded close to 500 times. “When a developer creates a SicoobClient instance…

Terry Gerton: Mika, I’d like to begin with you. We both previously worked at the Labor Department, which has been championing AI fluency as an essential workforce skill. This suggests a widespread lack of AI familiarity. How is the department working to close this gap? Mika Cross: It’s great to be here as a proud former DOL leader. It’s heartening to see this framework establish a national baseline—for K-12 education, workforce development, employers, and skills trainers. The goal is to equip the workforce at every level with the competencies needed to navigate the future of work successfully. This includes foundational…

pros and cons Pros Built with high-end titanium and sapphire glass materialsA stunning 3,000-nit AMOLED displayImpressive battery longevityPrecise tracking with offline navigationVersatile watch faces with plenty of complications Cons $450 is quite pricey for an AmazfitAdvanced analytics require a premium subscription Follow ZDNET: Mark us as a preferred source on Google.Back in 2024, I had the opportunity to test the Amazfit Cheetah, a smartwatch designed specifically for runners. Now, two years on, the Cheetah 2 Pro arrives looking far more refined and upscale, still with runners in mind. It’s priced $150 above its forerunner, positioning it against rivals such as…

Trajectory’s concurrent multi-LoRA architecture delivers a 2.81× boost in experiment throughput compared to traditional single-tenant RL training, with all implementation code publicly available in the NovaSky-AI/SkyRL GitHub repository. Language models typically evolve through sudden breaks in capability. Groups accumulate data, perform training cycles, and deploy updated versions — a process that extends across months and often leads to unpredictable shifts in how the model behaves for end users. Trajectory aims to replace this stop-and-go pattern with a smoother, ongoing learning approach. The Trajectory team released a detailed field report explaining their methodology. They engineered a concurrent, multi-LoRA training infrastructure designed…

It’s a balancing act between memory usage and search accuracy. The default option is Float32, which offers top-notch clarity but demands a lot of memory. A straightforward fix is scalar quantization, where each value is shrunk down to fewer bits (giving about 4× compression) with just a small hit to accuracy. Binary quantization goes the extra mile, hitting a 32× compression ratio, but the search results may become unreliable because of data loss. Meanwhile, while product quantization is potentially more effective, it’s trickier to configure and handle in a live environment. In the first week of May 2026, Qdrant rolled…

Tom Lee’s BitMine chose to buy 5.4 million Ethereum (ETH) over Hyperliquid (HYPE), a decision now facing a stark outcome. Since June 30, 2025, the Ethereum position has lost 21%, while HYPE has surged 68% during the same period. The central question is whether Tom Lee successfully established the institutional foothold he aimed to build—or whether he selected the wrong asset in a cycle that has already favored perpetual exchange tokens. ETH vs HYPE weekly performance since June 30, 2025. ETH down 21.45%, HYPE up 67.82%. Source: TradingView Both perspectives remain defensible until ETH either regains momentum or declines further.…

Once upon a time, Shadow AI meant staff members copying and pasting confidential information into ChatGPT. Today, it signifies something far more significant: workers creating complete applications with AI, linking them to live production environments, and launching them on the public internet — all without involving Security or IT teams. The output has evolved from a simple prompt to a full-fledged product. And the threat landscape has expanded right alongside it. In The Shadow Builders report (download it here), a groundbreaking category-wide study featured in May by Axios, WIRED, and VentureBeat, Red Access uncovered over 380,000 publicly reachable web assets…

Terry Gerton We’re coming up on the end of May, which is Military Appreciation Month, and Blue Star Families has just published its yearly Military Families Snapshot report with some truly significant news. Looking at this year’s findings, what are the biggest takeaways you want folks to hear? Kathy Roth-Douquet To start with, Military Appreciation Month genuinely has a real impact. One of the major discoveries in our survey is that service members who feel well-supported by their local communities are more driven to remain in the military, they’re more resilient, and they’re far more likely to encourage others to…