Author: Carter

As factories and plants begin integrating artificial intelligence into their operations, most of the conversation has centered around tools, platforms, and performance metrics. However, Chris Draper, CEO and co-founder of morriganAI and author of Safe AI Basics (and co-author of Governing Artificial Intelligence), believes the true danger lies in the way people interact with these systems over extended periods. According to Draper, this relationship between humans and machines is one of the most neglected elements of rolling out AI, particularly in settings where people are assigned to oversee automated processes. “If you assign a person to perform a repetitive task…

When you send a message to Claude, there’s an invisible process happening behind the scenes. Your words get transformed into long sequences of numbers called activations, which the model relies on to understand context and craft its replies. These activations essentially house the model’s “thought process.” The catch is that no one can easily interpret them. Anthropic has spent years tackling this challenge, building tools such as sparse autoencoders and attribution graphs to make activations more transparent. However, those methods still generate complex results that demand skilled researchers to manually decode them. Now, Anthropic has unveiled a new approach called…

# Introduction OpenCode plugins are extensions that enhance the functionality of the OpenCode AI coding assistant. They offer additional tools, integrations, and workflow improvements such as long-term memory, terminal interaction, web search with citations, reusable skills, and usage analytics. These plugins allow developers to tailor OpenCode for more sophisticated coding, research, and automation tasks. In this article, we explore seven OpenCode plugins that distinguish themselves through their utility, features, and increasing popularity within the community. Collectively, they demonstrate how plugins can transform the OpenCode agent into a more powerful, adaptable, and practical tool for daily development work. # 1. Oh…

Bitcoin’s on-chain metrics have reached extreme value levels typically associated with market cycle bottoms, despite the price having only fallen about 40% from its peak. This decline is significantly smaller than the 75% to 85% drops that characterized previous bear markets. Six popular indicators are now telling the same story. They depict a market that has corrected sharply without an euphoric peak, while long-term holders showed no signs of selling. BTC weekly chart and 200-day moving average. Source: Tradingview Bitcoin Cycle: A Reset Without a Meltdown Three indicators measuring the relationship between price and trend all confirm the same message.…

The Agriculture Department is launching a broad initiative to transfer staff from various agencies to locations beyond the Washington, D.C. metropolitan area. USDA is shifting significantly more positions nationwide compared to efforts during the first Trump administration, though officials anticipate greater employee acceptance of relocation offers this round. Nevertheless, two unions representing affected USDA staff argue that the moves will create more chaos than department leadership predicts. For the second time in seven years, USDA wants to move Washington-based employees from the Economic Research Service (ERS) and National Institute of Food and Agriculture (NIFA) to Kansas City. In 2019, USDA…

A continuing data extortion campaign aimed at Canvas—a widely adopted education technology platform—has thrown school districts and universities across the United States into turmoil today. The disruption occurred after a cybercrime group hijacked the service’s login page, displaying a ransom note that threatened to expose data belonging to 275 million students and faculty members at close to 9,000 educational institutions. A reader-shared screenshot captures the extortion message that appeared on the Canvas login page earlier today. Instructure [NYSE:INST], the company behind Canvas, took the platform offline in response to today’s defacement. Canvas is relied on by thousands of schools, universities,…

Elyse Betters Picaro / ZDNETFollow ZDNET: Add us as a preferred source on Google. ZDNET’s key takeaways Google Maps excels with speedy navigation, AI integration, and robust search and discovery tools.Apple Maps offers a streamlined, intuitive experience, ideal for Apple enthusiasts.While both apps are competitive, Google Maps holds a slight edge in overall capability.To be honest, I’m a dedicated Google Maps user. Whether I’m driving, walking, searching for restaurants, scouting parking lots, planning a trip, or getting lost in a Street View deep dive — which might start with checking out my old childhood home and end with me virtually…

# The Big Picture Chances are you’ve heard someone refer to something as being “normally distributed,” as if that alone explains everything. But here’s the truth without the mystery: probability distributions are simply descriptions of how data points tend to appear in everyday situations. Some follow smooth, predictable patterns. Others are uneven. And a few are essentially coin flips dressed up in more sophisticated clothes. This guide offers an approachable walkthrough of seven key distributions you’ll recognize once you understand what they look like in practice. Skip the complex formulas and exclusive jargon. Instead, you’ll pick up a straightforward sense…

Inference efficiency has quietly become one of the most critical bottlenecks in deploying AI systems. As agentic coding platforms like Claude Code, Codex, and Cursor evolve from niche developer tools into foundational infrastructure powering large-scale software development, the inference engines behind these systems face mounting performance pressure. Researchers at the LightSeek Foundation have responded with TokenSpeed—an open-source LLM inference engine released under the MIT license, purpose-built for the unique demands of agentic workloads. TokenSpeed is currently available in a preview release. Why Agentic Inference Presents Unique Challenges Grasping TokenSpeed’s design significance requires first understanding what makes agentic inference particularly demanding.…

Microsoft is considering pushing back or even dropping one of its key clean energy goals for 2030, as it rapidly expands data centers to meet growing demand for AI and cloud computing, according to people familiar with the matter speaking to Bloomberg.The initiative in question, unveiled in 2021 and labeled “100/100/0,” calls for Microsoft to cover 100% of its electricity consumption—every hour of every day—with clean, zero-carbon energy sourced from the same power grids where it operates. Unlike simpler annual offset models that merely balance total yearly usage with renewable purchases, this target demands real-time alignment between energy draw and…