Author: Carter

**When Everything Can Be Tokenized: 10 of the Strangest Real-World Assets on Blockchain** Brazil’s B3 stock exchange made headlines last month when its tokenized cows went viral. A farmer in southern Brazil was able to use 10 cows as collateral for a 100,000 Brazilian real ($19,600) loan by virtually herding them into a blockchain-based holding pen, demonstrating how farmers can literally milk their assets to access credit. And it raises an obvious question: if cows can be tokenized, what can’t be? From dairy cows to a year’s worth of farts, here are 10 of the strangest things to be tokenized…

**HR 2.0: Transforming Federal HR Through Human-Centered Design** The Office of Personnel Management (OPM) is spearheading a landmark initiative known as HR 2.0, a federal human resources IT modernization effort designed to transform how the government manages its most critical asset: its people. While technology provides the framework, successful adoption depends on the experiences of employees, HR professionals, managers, and leaders who use these systems daily. Human-centered design (HCD) emerges as the crucial element that will determine the success of this transformation. **The HR 2.0 Challenge** HR 2.0 operates on an aggressive timeline using commercial off-the-shelf (COTS) products, meaning core…

**CoreX and Alchemy Global Networks Partner to Strengthen Industrial Security and Risk Management** CoreX and Alchemy Global Networks (AGN) have announced a strategic partnership aimed at bolstering industrial security and risk management. The collaboration focuses on merging operational technology (OT) visibility with enterprise workflow and identity governance tools. This integrated offering leverages asset intelligence from Armis, identity governance capabilities from Veza, and AI-driven workflow automation from ServiceNow’s AI Control Tower. Notably, ServiceNow completed its acquisition of Veza in March 2026 and Armis in April 2026, further strengthening its security platform. The partnership is designed for organizations operating connected industrial environments,…

# Prime Agent: AI Repository and Execution Harness Prime Intellect has open-sourced **Prime Agent**, a self-improving coding harness built around two core abstractions: the **Recursive Language Model (RLM)** and the **Continual Harness**. Designed for demanding engineering workflows, Prime Agent uses fixed tool schemas and context compaction to force models to work around their own scaffolding, replacing traditional prompt-based approaches with a persistent Python REPL and a rewritable harness. With Opus 5, Prime Agent achieves **95.5% on ARC-AGI-3**, surpassing the reported human expert baseline of 95.4%. The project is released under the MIT license. — ## What Prime Intellect Shipped ###…

**Adaptive Experimentation with Meta’s Ax: A Hands-On Workflow for Constrained and Multi-Objective Optimization** In modern machine learning, optimizing models involves more than just maximizing predictive performance. Engineers often need to balance accuracy against model size, latency, or computational cost—especially in production environments. Meta’s **Ax** library is a powerful platform for adaptive experimentation, enabling Bayesian optimization under constraints and across multiple objectives. This tutorial walks through a complete workflow using Ax’s modern **Client API** to tune a RandomForest classifier on a synthetic dataset, balancing accuracy against model footprint. — ### Setting Up the Environment and Search Space We start by installing…

**Robin: The Therapeutic Robot Bringing Comfort and Calm to Hospitals** In the high-stress environments of hospitals, dental clinics, and eldercare facilities, maintaining patient calm and cooperation is a daily challenge for staff. Across approximately 30 healthcare facilities in the U.S., a new ally has emerged to help with this delicate task: Robin, a socially assistive robot developed by Expper Technologies. Designed not to perform medical procedures, but to support emotional well-being, Robin is becoming a familiar, friendly presence in pediatric and adult care settings. At first glance, Robin is endearing. It is child-sized, with a friendly face and a minimalist,…

**The First Half of 2026 with LitmusChaos: Scaling Resilience Testing at the CNCF** Authored by Pritesh Kiri — The first half of 2026 was one of the busiest stretches for the **LitmusChaos** project. Under the stewardship of the Cloud Native Computing Foundation (CNCF), the open-source chaos engineering platform saw significant community growth, major enterprise adoption, and critical software releases. As organizations increasingly rely on cloud-native infrastructure, the need for proactive resilience testing has never been greater. LitmusChaos provides the tooling necessary to identify weaknesses and prevent potential outages by running controlled experiments in Kubernetes and beyond. This article details the…

**Silicon Labs BG2B: A New Benchmark in Ultra-Low-Power Bluetooth for the IoT** Silicon Labs has unveiled its latest innovation, the BG2B, a next-generation Bluetooth Low Energy (LE) System-on-a-Chip (SoC) designed to redefine the possibilities for battery-powered IoT devices. As a pioneer in low-power wireless connectivity, Silicon Labs has engineered the BG2B to address the evolving demands of modern applications, offering an unprecedented combination of power efficiency, security, and integrated functionality. ### A New Standard for Ultra-Low-Power Bluetooth Battery life remains the cornerstone challenge for any portable or remote IoT device. The BG2B tackles this issue head-on with Silicon Labs’ lowest-power…

**Beyond Bots: Rethinking AI Support with a Hybrid AI Architecture** Recently a customer needed a chatbot developed that was **safe, accurate, and capable of near real-time responses**. In simple terms, they needed an AI system that could answer support queries flawlessly, without exposing sensitive data or drifting away from the company’s voice. Requests like this are now more frequent, as **data security, latency, and response quality directly impact a company’s bottom line**. AI systems that get these requirements wrong lose trust quickly and cost the business money. IBM’s 2025 report estimates the average global cost of a data breach at…

**The TONTOU Attack: How Interrupt Injection Bypasses a Key AMD Spectre Defense** A team of MIT researchers has uncovered a novel hardware-level exploit that can bypass a critical security mitigation in AMD processors, potentially allowing malicious programs to steal sensitive data. Dubbed **INTERRUPT INJECTION**, the technique targets the “Safe-RET” protection mechanism and demonstrates a new class of timing-based attacks dubbed TONTOU (Time-of-Neutralization to Time-of-Use). ### Understanding the Vulnerability Modern processors employ speculative execution to improve performance, but this creates security vulnerabilities like Spectre, where attackers trick the CPU into executing unauthorized instructions. To combat this, AMD implemented the “Safe-RET” mitigation…