Author: Carter

# Defense Industry Groups Push Back Against Stock Buyback Restriction Amendment A proposed amendment to the fiscal 2027 defense policy bill that would prohibit certain defense contractors from buying back their own stock is facing intense opposition from major industry groups, setting up a high-stakes battle ahead of a key House Rules Committee meeting. In a June 26 letter addressed to the House Rules Committee, 20 industry associations led by the U.S. Chamber of Commerce called on lawmakers to reject the amendment offered by Rep. Chris Deluzio (D-Pa.). The proposal mirrors an earlier attempt by Deluzio to attach similar language…

# Why You Should Keep Your Power Station Plugged In All the Time — Not Just for Emergencies Power stations are typically reserved for use during emergencies. However, keeping a few permanently connected as uninterruptible power supplies (UPS) has several advantages and helps avoid unwelcome surprises. Power stations are typically used as clutch devices: When the power goes out, or you’re going camping, you roll out your power station and connect the devices you want to keep running to it. However, this approach exposes you to potential issues, such as discovering your power station wasn’t fully charged, not knowing where…

# JPMorgan Endorses Federal Digital Asset Legislation — With a Warning JPMorgan voiced its support for federal digital asset legislation on Monday, though the bank’s message to Congress carried as much caution as endorsement: establish the correct regulatory framework, or risk recreating financial vulnerabilities that regulation was specifically designed to prevent. In a joint op-ed, Umar Farooq, global co-head of JPMorgan Payments, and Peter Muriungi, CEO of Digital Assets and Blockchain Solutions, argued that the United States has a genuine opportunity to lead in digital finance — but only if lawmakers pair meaningful regulatory clarity with durable, long-term safeguards. The…

# Building a Regression Test Suite for LLM Prompts: How I Learned That Prompts Are Not Static Config Files ## The Problem nobody talks about Prompts are not static config files. Every instruction you add changes the behavior of every query type the prompt already handles, not just the ones you intended to fix. Most teams catch prompt failures through user reports, not tests. This article builds the test suite that should have already existed. It runs 40 golden queries across four prompt versions, validates outputs with four deterministic checks, and detects the FALSE IMPROVEMENT pattern where overall accuracy rises…

# The Urgent Need for Quantum-Resistant Cryptography: A Credentials-First Approach Today’s encrypted data, including critical credentials, may no longer remain secure in the coming years. While quantum computers capable of breaking existing encryption don’t exist yet, the pace of advancement in quantum hardware is accelerating, and organizations must prepare now to protect their most sensitive assets. ## Understanding the Quantum Threat Public-key cryptography — the backbone of trust for virtually every digital interaction — faces an existential threat from quantum computing. Although current machines cannot break elliptic curve cryptography or RSA, quantum technology is progressing rapidly and will inevitably reshape…

# Classical NLP Approaches for Author Identification: Lessons from the Spooky Author Classification Challenge Author identification is a good way to test NLP models because it focuses not only on *what* a sentence says, but also on *how* it is written. Kaggle’s **Spooky Author Identification** competition is a compact version of this challenge: given a single sentence from gothic or horror fiction, the model has to predict whether it was written by **Edgar Allan Poe (EAP)**, **Mary Wollstonecraft Shelley (MWS)**, or **H. P. Lovecraft (HPL)**. At first, this seems like a typical three-class text classification problem. But in reality, it…

# Linkerd and OpenTelemetry: Two Layers of Observability, One Pipeline If you already run an OpenTelemetry pipeline, you have good visibility into what your applications are doing. This blog post is about what you don’t see yet: the east-west traffic between your services, measured at the network layer with zero changes to your application code. Linkerd’s proxy provides those metrics. Once a workload is meshed, the proxy immediately emits golden metrics for every inbound and outbound request. No need for instrumentation, SDK calls, or image rebuild. This blog post shows what those metrics look like, where they overlap with OTel,…

# Rocket Lab’s Acquisition of Iridium: A Transformative Move for Satellite IoT **By Marc Kavinsky, Lead Editor at IoT Business News** *Rocket Lab has agreed to acquire Iridium in a cash-and-stock transaction valuing Iridium at about $8.0 billion. For the IoT market, the proposed deal is notable because it would combine a global L-band satellite communications network and subscriber base with launch and satellite manufacturing capabilities under one owner.* Satellite IoT is no longer defined only by coverage maps. For remote monitoring, maritime tracking, aviation, defense and industrial assets outside terrestrial network reach, the harder questions increasingly concern spectrum access,…

# OpenClaw Launches Native iOS and Android Companion Apps OpenClaw has officially released native companion applications for both iOS and Android platforms. The iOS version is listed on the App Store as “OpenClaw – AI that does things.” Both apps are available as free downloads. However, it is important to understand that these are not standalone chatbots. Instead, each phone functions as a node within a self-hosted agent network. The assistant itself operates on a separate Gateway, and this architectural separation is central to the entire design philosophy. ## TL;DR – OpenClaw’s iOS and Android apps serve as companion nodes,…

# DeepReinforce Unveils Ornith-1.0: A New Family of Open-Source Models Built for Agentic Coding DeepReinforce, an AI research lab previously recognized for its work on CUDA-L1 and the IterX code-agent optimization loop, has officially released Ornith-1.0—a family of open-source large language models purpose-built for agentic coding tasks. The models were made available on Hugging Face on June 25 under the permissive MIT license, with no regional restrictions applied. ## Four Sizes, One Mission The Ornith-1.0 family spans four distinct parameter configurations: a 9-billion dense model, a 31-billion dense model, a 35-billion mixture-of-experts (MoE) variant, and a flagship 397-billion mixture-of-experts model.…