Author: Carter

4NE1 humanoid robots and MAV mobile robots in a concept automotive assembly line. Source: NEURA Robotics Physical AI continues to attract strong investor interest. NEURA Robotics GmbH announced today that its Series C funding round could total as much as $1.4 billion. The company noted that backing from prominent global technology leaders will fuel its push to develop “cognitive robots” at a faster pace. NEURA’s stated mission is to create systems that “continuously learn, collaborate, and operate across real-world environments through a shared intelligence ecosystem called the Neuraverse.” The company says it brings together robotics, artificial intelligence, sensors, edge computing,…

Coding agents excel at producing large volumes of code at high speed. However, anyone who has spent significant time working with these tools will have observed a gradual decline in their performance. Perhaps you’ve experienced a few days of highly productive AI-assisted coding, where everything seemed to flow seamlessly—only to find over time that the same tasks take noticeably longer and with an increasing frequency of errors. This decline is a strong indicator that your codebase needs refactoring. I firmly believe that periodically restructuring your code will become a standard part of the workflow after extensive use of AI coding…

Hedge fund manager Dan Loeb has come forward with an explosive allegation: that the Department of Justice pressured President Donald Trump in the waning hours of his first term in January 2021, threatening to “come after” him if he granted clemency to Ross Ulbricht, the founder of the Bitcoin-based Silk Road marketplace. According to Loeb, Trump pulled back from the commutation as a result, leaving Ulbricht to spend another four years in prison before ultimately receiving a full pardon in January 2025 during Trump’s second term. Loeb, who founded and runs Third Point LLC, shared the disclosure on the All-In…

On Tuesday, Microsoft rolled out security updates addressing a record-breaking 206 vulnerabilities across its software products. Three of these flaws were already publicly known when the patches were released. Among the 206 vulnerabilities, 39 are classified as Critical and 167 as Important. The breakdown includes 63 privilege escalation issues, 56 remote code execution flaws, 30 information disclosure bugs, 27 spoofing vulnerabilities, 20 security feature bypasses, seven denial-of-service issues, and three tampering weaknesses. The update also covers two vulnerabilities not originating from Microsoft: a privilege escalation flaw in the Windows Kernel (CVE-2025-10263) and a UEFI Secure Boot bypass (CVE-2026-8863). These are…

We’re excited to announce that Claude Fable 5 is now accessible via Amazon Bedrock and the Claude Platform on AWS. This cutting-edge AI model brings Mythos-tier performance to a wider audience, while maintaining robust safety measures for responsible deployment. Fable 5 achieves near the highest results across all benchmarks tested and excels in software engineering tasks, knowledge work, and visual understanding – making it perfect for handling demanding, time-intensive projects. Running Claude Fable 5 through Amazon Bedrock lets you build solutions within your existing AWS infrastructure and seamlessly expand your inference workloads. Alternatively, you can access the model through the…

Operational maturity enables companies to expand smoothly. It unfolds across five distinct phases that organizations must navigate as they grow.If you’ve ever launched a business, you’re familiar with how demanding the initial phase can be. Challenges pop up constantly, and the bulk of your day is consumed by putting out fires. It might be a defective product, an expensive HR misstep, or customer service delays. Some companies remain stuck in this constant cycle of damage control. A significant number collapse at this pivotal stage, and you certainly don’t want your business to join the 20% that don’t survive these early…

Recently, a small four-legged robot pivoted sharply to the right on a workbench. Its mirrored left turn, however, was sluggish and lost traction. Because the legs ended up in different servo zones and placed uneven loads on the body, the identical command produced two distinct outcomes. The programming was symmetrical, but the physical interactions were not. The Llama comparison holds up only until the model needs to control physical hardware. The initial Llama research provided software developers with a ready-made foundation. A team that hadn’t funded the original training could modify the model, reduce its size, and deploy it through…

Software development has evolved from manually writing code to simply describing what you want and letting AI agents handle the heavy lifting. Modern tools can plan out tasks, make edits across multiple files, run tests, create pull requests, and push code to production — all with minimal human oversight. There’s no one-size-fits-all solution. This guide breaks down the platforms that are defining AI-assisted development in 2026 — what each one excels at and where it fits in your workflow. Use the arrows or dots below to explore → ★ Featured Pick Atoms Atoms goes far beyond a simple coding assistant.…

  # Introduction  PDFs show up in all sorts of workflows. Maybe you need to combine several reports, break a large document into smaller pieces, pull out text or tables, apply watermarks, or strip out confidential information. These are everyday tasks, but doing them by hand across dozens of files is time-consuming and prone to mistakes. These five Python scripts take care of that for you. They’re command-line tools, support batch processing, and are simple to set up. All the scripts are available on GitHub.   # 1. Merging and Splitting PDF Files   // The Pain Point Stitching several…

In brief Anthropic has officially launched Claude Mythos 5, a highly restricted AI model tailored for cybersecurity and scientific research. The company also introduced Claude Fable 5, a public-facing version that redirects certain sensitive queries to a less powerful model. Mythos raised concerns after demonstrations revealed it could independently uncover security flaws and execute sophisticated cyberattack simulations. On Tuesday, Anthropic unveiled Claude Mythos 5—a tightly controlled AI system it claims possesses groundbreaking cybersecurity abilities—alongside Claude Fable 5, designed for everyday users.According to a company blog post, Mythos 5 will initially be accessible only to vetted cybersecurity firms, critical infrastructure operators,…