Author: Carter

# Sakana AI’s New Fugu Max and Fugu Ultra v2: A Dual-Track Approach to Smarter Model Routing ## What Is Fugu, and Why Does It Matter? Sakana AI has introduced two new additions to its Fugu family — Fugu Max and Fugu Ultra v2 — representing a fundamental shift in how AI models are deployed in production environments. Rather than relying on a single monolithic foundation model, the Fugu framework operates as an intelligent orchestrator that dynamically routes tasks to a curated collection of underlying models through a unified API interface. This architecture addresses one of the most persistent challenges…

Automating Repetitive CSV Tasks with Standard Python Scripts CSV files are a staple in almost every data workflow. Whether they are exports from databases, application logs, or batch processing jobs, CSVs frequently arrive with persistent problems like inconsistent delimiters, encoding errors, schema changes, and duplicate rows. The fixes for these issues are usually small, but the work is repetitive, easy to get wrong under time pressure, and rarely worth building a custom software tool for. This guide explores five common CSV tasks using self-contained Python scripts. Each script relies exclusively on the Python standard library, so you can run them…

# How Sub-Surface Ultrasound Is Reshaping Robotic Tactile Sensing for Physical AI Physical AI has made remarkable strides. Robots now see, plan paths, navigate complex environments, and execute sophisticated movements. But one capability remains the critical bottleneck for real-world manipulation: the sense of touch. For humanoid hands, dexterous grippers, logistics automation, service robots, and industrial systems, tactile sensing must reliably detect contact, map force distribution, sense shear and slip, and interpret how materials interact during manipulation. The question is no longer whether robots need touch — it is which tactile architecture can actually scale to commercial deployment. Many current approaches…

# On the 25th Anniversary of September 11th, Americans Choose Service Over Ceremony to Honor the Fallen Twenty-five years after the attacks of September 11, 2001, the nation’s collective memory of that day continues to evolve. What began as an outpouring of spontaneous grief has matured into a more deliberate, sustained commitment to honoring those who served—and continue to serve—our country. This year, a special day of service is being organized to mark the quarter-century milestone, transforming remembrance from a moment of silence into a hands-on act of gratitude. ## A Day Dedicated to Beautifying Sacred Ground On the anniversary…

# How Zoomex’s New Team-Based Championship and Copy Trading Hub Are Redefining Collaborative Trading A major cryptocurrency derivatives exchange has introduced a new team-based trading competition and a comprehensive copy trading feature designed to work hand in hand. The initiative, which went live in mid-September, combines competitive trading with accessible strategy replication — giving both novice and experienced traders a structured environment to participate in. ## A Three-Pronged Competition Structure The championship, now in its third year, features a prize pool of up to 5,000,000 USDT and is divided into three distinct participation areas. A Team Competition encourages groups of…

**AI-Driven Swarms Hijack Ruby Package Registry in Massive Data Exfiltration Campaign** In May 2026, the RubyGems package repository faced a massive coordinated assault involving the mass submission of over 2,000 fraudulent software packages. The operation, which began on May 5 and peaked on May 11-12, was later attributed to autonomous artificial intelligence agents. These AI swarms utilized large language models to generate and publish junk gems, temporarily forcing maintainers to suspend new user registrations for four days to contain the spam. A subsequent deep dive into the campaign, dubbed GemStuffer, revealed a sophisticated data exfiltration scheme. The attackers exploited a…

# JD.com Unveils Physical AI Acceleration Plan to Transform Logistics With 3 Million Robots China’s leading e-commerce and logistics giant JD.com has announced an ambitious physical AI acceleration plan designed to reshape its entire supply chain through robotics and autonomous systems. The initiative was revealed at JDDiscovery 2026 in Beijing and outlines a sweeping five-year procurement strategy that targets the acquisition of 3 million robots, 1 million autonomous vehicles, and 100,000 delivery drones. ## The Wolf Robot Series and Industrial Automation At the heart of the plan lies JD Logistics’ newly introduced industrial Wolf Robot series. These machines have been…

# Evaluating Plugins for Claude Code: A Complete Guide to Plugin Evals ## Introduction Building a plugin for Claude Code is only half the work. The harder question is whether it actually works — does the model reach for it when it should, does it hold up under editing pressure, and does it outperform a model running without it? Until recently, plugin developers had no standardized way to answer these questions with empirical data. Anthropic has introduced a formal eval workflow that lets developers measure plugin behavior against realistic prompts, grade outputs automatically, and isolate the plugin’s actual contribution from…

# Rebuilding Government for a New Era: Lessons from Two Decades of Reform ## The Wake-Up Call That Changed Everything Twenty-five years ago, the United States government faced its most defining challenge since World War II. The attacks of September 11, 2001 exposed profound vulnerabilities in a nation that had grown accustomed to the protection offered by two vast oceans and decades of relative peace. What followed was one of the most sweeping periods of government reform in American history, reshaping the intelligence apparatus, creating new departments, and forcing a fundamental reexamination of how federal agencies collaborate and serve the…

# Why Software Design Matters More Than Ever in the Age of AI ## The New Landscape of Software Creation Artificial intelligence has reached a remarkable milestone — it can now produce substantial volumes of software code, handling increasingly sophisticated and layered systems. This shift is reshaping how technology teams build products, altering career trajectories across the industry, and sparking intense debate about whether AI might eventually render software engineering itself obsolete. But there is a critical distinction that often gets lost in this conversation: writing code and engineering software are not the same thing. Software engineering encompasses far more…