Author: Carter

**Mastering the Machine: 5 Free Resources to Understand and Build Agentic AI** The AI landscape is currently dominated by a singular focus: building agents. Everywhere you look, companies and developers are racing to deploy autonomous systems capable of using tools, calling APIs, and navigating complex workflows. However, a stark reality exists alongside this hype. While many are successfully *shipping* agents, far fewer understand the intricate mechanics behind them. Why does your agent loop endlessly? Why did it ignore a crucial tool? And why did it confidently report success on a task it never actually completed? This gap between deployment and…

Based on the provided content, here is a new structured article with added FAQ and Conclusion sections. — # Error Diffusion: Training Dale-Compliant Networks Without Weight Transport Sakana AI’s recent paper “Diffusing Blame” introduces **Error Diffusion (ED)**, a local learning rule that challenges the dominance of backpropagation in deep learning. By respecting **Dale’s principle**—that neurons should have uniform synaptic sign constraints—and avoiding weight transport entirely, ED offers a biologically plausible alternative to conventional training methods. ## What is Error Diffusion? Error Diffusion is a local learning rule where each weight update depends on only three signals: presynaptic activity, a postsynaptic…

**wp2shell: A Critical Two-Vulnerability Chain in WordPress** An anonymous HTTP request can execute code on a WordPress site. The vulnerability exists in core, meaning even a default installation with zero plugins is exploitable. Sites running WordPress 6.9 and 7.0 were at risk until July 18, 2026, when WordPress released version 6.9.5 and 7.0.2, enabling forced updates through its auto-update system to remediate the issue. The vulnerabilities, collectively referred to as **wp2shell**, consist of two distinct flaws: **CVE-2026-63030**, a REST API batch-route confusion, and **CVE-2026-60137**, a SQL injection in WordPress core. When chained together, these vulnerabilities allow an unauthenticated attacker to…

**Bolivia’s Crypto Experiment: Stablecoins, Miners, and Infrastructure Shifts** The global cryptocurrency landscape is constantly evolving, but two recent stories highlight very different trends emerging from the space. On one hand, Bolivia is attempting to integrate digital assets into its financial system to combat a persistent dollar shortage. On the other, established Bitcoin miners are aggressively pivoting toward high-risk, high-reward AI infrastructure investments, leaving investors to scrutinize their moves. ### Bolivia Weighs Recognizing USDT Amid Dollar Shortage In an effort to bypass a critical shortage of US dollars, Bolivia is moving toward formalizing the use of Tether’s USDT as a legal…

**General Dynamics Challenges Leidos’ $11B Defense Enclave Contract Expansion** The federal government’s IT procurement landscape is once again facing a legal challenge, as industry giant General Dynamics Information Technology (GDT) has formally protested the Defense Information Systems Agency’s (DISA) decision to expand the massive Defense Enclave Services contract. This move, filed with the Government Accountability Office (GAO) in July, throws a wrench into plans to migrate all Department of Defense combatant command IT services to a single vendor by 2028. At the heart of the controversy is DISA’s controversial non-competitive contract modification. In May, DISA Director Kirsten Davies directed the…

**Wireless Logic Acquires SIMETRY: Strengthening Managed IoT Connectivity in North America** By Marc Kavinsky, Lead Editor at IoT Business News Wireless Logic has completed the acquisition of Houston-based SIMETRY, marking a strategic move to deepen its managed IoT connectivity offerings in the United States. The deal bolsters Wireless Logic’s North American presence while maintaining SIMETRY’s established local operational model. For IoT deployments across North America, connectivity needs extend beyond simple SIM card procurement. Enterprises often require multi-carrier coverage, streamlined provisioning workflows, hardware sourcing, device-level visibility, secure network access, and responsive technical support. SIMETRY’s expertise in these areas positions it as…

**What I Learned the Hard Way About Battery Power During a Blackout** Follow ZDNET: Add us as a preferred source on Google. Having a home battery backup system is one of those things you think you have planned perfectly until a real-world scenario exposes the flaws. I recently experienced this firsthand when a sudden blackout hit, and my carefully planned setup fell short. With 11 kWh of battery power—enough to run a small home for days—I expected to be comfortable and prepared. Instead, I ended up wasting power, cooking a battery in the heat, and ultimately losing my fridge and…

**Maximizing GPT-5.6: First Impressions, Tips, and Effective Usage** The release of a new major AI model is always a significant event, and I’ve been putting the recently launched GPT-5.6 through its paces. After extensive testing against formidable competitors like GPT-5.5, Opus 4.8, and Fable 5, I’ve formed some clear initial opinions. My goal here is to share those first impressions, outline the key strengths and quirks of this latest OpenAI model, and provide actionable techniques on how to integrate it effectively into your workflow. While it presents some unique considerations compared to alternatives like Anthropic’s models, GPT-5.6 proves to be…

**This Week in Cybersecurity: Major Breaches, Malware, and Bug Bounty Guidance** SecurityWeek’s weekly cybersecurity news roundup offers a concise overview of important developments that may not receive full standalone coverage yet remain relevant to the broader threat landscape. This curated summary highlights key stories across vulnerability disclosures, emerging attack methods, policy updates, industry reports, and other noteworthy events to help readers maintain a well-rounded awareness of the evolving cybersecurity environment. Here are this week’s highlights: **Dutch Authorities Eye Local Actors in Odido Telecom Breach** Law enforcement in the Netherlands suspects domestic cybercriminals played a role in the recent network intrusion…

## Benjamin Cowen’s Q4 2026 Bitcoin Bottom Forecast: Key Insights Benjamin Cowen, a member of BeInCrypto’s Market Intelligence experts council, recently outlined a compelling case for the next Bitcoin bottom occurring in the fourth quarter of 2026. His seasonal analysis suggests a potential floor near $44,000, aligning closely with the $44,000 to $47,000 range identified by BeInCrypto’s models just one week prior. The framework has now formally transitioned into bottom-watch mode, emphasizing that the upcoming bottom will likely be defined by time rather than a specific price level. ### The 2019 Analog Runs Out of Time Cowen’s analysis draws a…