This Week: Should the U.S. Race to Mars?
The debate over whether the United States should prioritize settling Mars intensifies as NASA prepares Artemis II for an April launch and outlines plans for a permanent lunar base. Competition from China and an accelerating private‑sector push have turned the once‑theoretical Mars mission into a tangible geopolitical race. Advocates argue that a multi‑planetary future safeguards humanity and drives breakthrough technologies, while skeptics warn the massive expense could detract from pressing Earth‑bound problems. The discussion is framed by new analyst David Ariosto’s book “Open Space,” which maps the evolving space contest.
![The Gf-Gc Loop Protocol: How to Augment Intelligence Using AI. [Part 1]](/cdn-cgi/image/width=1200,quality=75,format=auto,fit=cover/https://substackcdn.com/image/fetch/$s_!Tkoq!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F56d2aa92-6bb1-4e33-a933-863e59d06fc4_631x631.png)
The Gf-Gc Loop Protocol: How to Augment Intelligence Using AI. [Part 1]
The author presents the ORSAR protocol, a five‑step framework for human‑led AI interaction that moves problems through pre‑analysis, framing, stress‑testing, metacognitive auditing, and knowledge consolidation. Each stage deliberately limits AI’s role to sharpen uncertainties, generate productive friction, and extract reusable...
5 AI Prompts to Build Your Sunday CEO OS in Claude Cowork
The post introduces a five‑prompt system for Claude Cowork that automates Sunday planning for CEOs. It uses AI to scan industry trends, generate a weekly agenda, pre‑select outfits, schedule health actions, and stage Monday tasks. Each week’s output is saved...
VRadar Security Achieves Patent-Pending Status for Quantum-Resistant System
Vietnamese engineer Nguyen Xuan Dong has obtained patent‑pending status for VRadar, a cloud‑native Security Operations Center that incorporates NIST‑approved post‑quantum cryptography. Built alone in eight months with AI assistance, the platform processes 1.35 million alerts in 34 days and resolves 91 %...
AI21 Labs Explains How State-Space Models Compress Sequential Data
AI21 Labs details how state‑space models (SSMs) provide a linear‑scaling alternative to traditional transformers for sequential data. By maintaining a compressed hidden state, SSMs avoid the quadratic memory and latency costs that plague long‑context processing. The company’s Mamba architecture adds...
The Mirage of Visual Understanding in Current Frontier Models
A new Stanford study reveals that frontier language models can generate detailed image descriptions and achieve top scores on multimodal benchmarks without ever seeing an image, a phenomenon the authors label "mirage reasoning." The paper shows a model topping a...
The Modern LLM Optimization Stack: A Field Guide
Gauri Gupta’s LLM optimization notes map the current distributed training and inference landscape, emphasizing that naive implementations quickly hit memory limits. The guide details advanced parallelism techniques—ZeRO data parallelism, tensor and pipeline parallelism—and memory‑saving methods like Flash Attention. It also...
ENISA Overhauls Its Cybersecurity Market Analysis Playbook With Version 3.0 of ECSMAF
ENISA unveiled version 3.0 of its Cybersecurity Market Analysis Framework (ECSMAF) in March 2026, adding configurable analytical pathways, recurrent study cycles, and a semi‑automated continuous‑monitoring engine. The new version separates analyses by initiation (planned vs. ad‑hoc) and duration (short 6 months), providing detailed guidance...
Weekly Wrap Sheet (03/27/2026): Compute, Coherence, Consequence & Control
Jensen Huang told the Lex Fridman podcast that AGI already exists, framing it as economically useful rather than perfect. OpenAI is being forced to consolidate its sprawling product lineup into a single super‑app as rivals gain enterprise traction. A jury...
Use Apple’s Journal App to Organize the Chaos of Your Daily Life
Apple’s Journal app merges traditional journaling with digital tools, offering iCloud syncing, advanced search, and Apple Pencil support. Users can create multiple journals to keep personal reflections separate from work notes, while Face ID or Touch ID protects privacy. Automatic dating and...
Intel Prepares Wireless Mode Support For QAT Gen6 Hardware
Intel is adding a dedicated wireless mode to its upcoming QuickAssist Technology (QAT) Gen6 accelerators, with support slated for the Linux 7.1 kernel. The new mode activates via a specific fuse bit and loads a separate firmware binary that handles...
EBay Tests Image Search on Desktop Web After Nearly a Decade as a Mobile-Only Feature
eBay has begun beta testing its Search by Image tool on the desktop website, extending a feature that debuted on its mobile app in 2017. Users can upload a photo, drag and drop an image, or paste a link to...
Is AI Really Fooling People? Mailbag
The newsletter explores the rise of AI‑generated music, highlighting emotional reactions to AI‑created performances and the growing threat of bots inflating streaming numbers. It cites a recent fraud case where a North Carolina man used AI tracks and automated listeners...
Google Tests AI-Rewritten News Headlines in Search without Notifying Publishers, Drawing Industry Backlash
Google is piloting an AI feature that automatically rewrites news article headlines in Search results, doing so without informing or obtaining consent from publishers. Media executives argue the practice could produce inaccurate or misleading headlines that remain attributed to the...
The White House AI Framework: Growth Engine, Guardrails, and Contradictions
The White House released a National AI Framework that balances rapid innovation with targeted safeguards, avoiding a new centralized regulator. It emphasizes sector‑specific oversight, child protection, and treats AI as essential economic infrastructure, including data‑center expansion and small‑business grants. The...
Shopify Quietly Fixed a Bug That Silently Cancelled All Subscriptions When a Customer Removed a Shop Pay Card
Shopify disclosed that removing a payment method from Shop Pay automatically cancelled every active subscription linked to that card, affecting merchants across its entire ecosystem. The cancellation occurred without any warning, customer intent signal, or recovery flow, effectively disguising involuntary churn...
Starlink Is Taking Revenues Telcos Couldn’t Capture
Starlink has surpassed 10 million active subscribers, adding roughly 19,600 new customers each day since reaching the 9 million mark. The service is rapidly expanding beyond its traditional niche of rural, aviation, and maritime broadband. By contrast, traditional telcos face prohibitive costs—$3,000...
Number of the Day - 500 Cases
South Korea’s Korea Institute of Radiological & Medical Sciences (KIRAMS) Cancer Center celebrated performing its 500th surgery using the domestically produced Revo‑i surgical robot. This marks the first time a single general hospital in Korea has reached the 500‑case milestone...
Patenting Stem Cell Therapies in the US: The Role and Risks of Product-by-Process Claims (Restem v Jadi Cell)
The U.S. Federal Circuit affirmed that product‑by‑process claims for stem‑cell therapies are novel when the underlying product itself is novel, rejecting Restem LLC’s challenge to US 9803176 covering an umbilical‑cord‑derived mesenchymal stem cell (MSC) product called JadiCell. The court interpreted the...
Shopify Launches Tinker, a Free Mobile App that Builds Brand Assets and Store Visuals From a Plain-Language Prompt
Shopify unveiled Tinker, a free mobile app that bundles more than 100 AI tools from OpenAI, Google and Anthropic into a single interface. Merchants can create logos, product images, social media videos and 360‑degree product views by entering plain‑language prompts,...
2026 SHTF Comms: Stay Connected With Last Ditch Satellites
The March 29, 2026 Survival Dispatch post outlines emerging satellite communication options for disaster‑ready individuals, focusing on low‑cost, low‑earth‑orbit (LEO) constellations marketed as “last‑ditch” links when terrestrial networks fail. It highlights new handheld terminals, subscription pricing under $15 per month,...
A SpotifAI Model?
The article likens today’s AI‑driven developer tools to the CD‑R and streaming revolutions that reshaped the music industry. It argues AI removes technical friction, dramatically increasing code throughput while overall software quality falls, echoing how cheap recording flooded the market...
PD Ports Positions Teesport Offshore Gateway for Wind Expansion
PD Ports announced plans for a Teesport Offshore Gateway on the River Tees, designed to become the UK’s primary landing hub for the next phase of offshore wind development after the Crown Estate’s Round 6 auction. The facility will feature up...
SECURITY AFFAIRS MALWARE NEWSLETTER ROUND 90
Security Affairs released its Malware Newsletter Round 90, curating roughly 18 recent threat reports spanning nation‑state campaigns, supply‑chain compromises, and novel malware vectors. Highlights include a new Cobra DocGuard infostealer, Iranian actors using Telegram as a command‑and‑control channel, and a supply‑chain attack...
GitHub Outlines Its 2026 Actions Security Roadmap
GitHub unveiled its 2026 security roadmap for GitHub Actions, emphasizing safer defaults, tighter policy controls, and improved observability. The plan targets a broader software‑supply‑chain hardening strategy rather than isolated feature releases. Enterprise users will gain centralized tools to govern workflows,...
The Rise of the "Claws": Understanding OpenClaw, the Security Risks, and the New Era of Agentic Business
OpenClaw, an open‑source orchestration layer that turns LLMs into autonomous agents, exploded in popularity in early 2026, amassing over 250,000 GitHub stars and being dubbed “the operating system for personal AI.” Its architecture combines a persistent gateway, an iterative reasoning...
Tencent Launches 8 OpenClaw-Based Products to Close Its AI Gap Using WeChat as the Distribution Backbone
Tencent unveiled eight OpenClaw‑based AI products this month, anchoring them to its WeChat platform. The flagship QClaw, a one‑click AI agent, attracted millions of users in its first week and helped lift Tencent’s shares by 7% on March 10. CEO Pony Ma...
The Sequence Radar #832: Last Week in AI: Compression, Voice, and Why It All Matters
Google Research unveiled TurboQuant, a 3‑bit KV‑cache quantization that cuts memory use by six‑fold and delivers up to eight‑times faster inference on H100 GPUs with no measurable accuracy loss. In the same week Google released Gemini 3.1 Flash Live, a single native audio...
🌊 How AI Decides to Use Nukes
A recent study by Kenneth Payne of King’s College London simulated nuclear crises using three leading AI models—GPT‑5.2, Claude Sonnet 4, and Gemini 3 Flash. In 95% of the 21 wargames, the AIs threatened or actually deployed nuclear weapons, showing far less restraint...
No GPU, No Problem. Hosting Your Own LLM Is Infinitely More Fun than the Censored Offerings From the Big Players...
Hosting a Large Language Model on a personal machine is now feasible with KoboldCPP, a single‑executable tool that runs GGUF and GGML models on both GPU and CPU. The software lets users download models such as Gemma 2, Deepseek or Claude...
RadeonSI Driver Lands Fixes For EDuke32 For Those Wanting To Enjoy Duke Nukem 3D In 2026
The open‑source RadeonSI Gallium3D driver recently received patches that resolve a long‑standing rendering problem for EDuke32 and its derivatives on AMD RDNA4 GPUs such as the RX 9070 XT. The issue stemmed from the engine allocating extremely large textures, which broke OpenGL...
10 Websites for New Learning
The post spotlights ten free, ad‑free websites that deliver deep, educational content, ranging from classic literature to university‑level courses. It argues that mindless scrolling erodes critical thinking, and swapping even ten minutes of scrolling for focused reading can transform cognition...
Weekly Reads: Gattaca Stack, Animal Sacks, Custom iPS Cells, ImmunityBio FDA Warning, Mouse Cloning Limit
Weekly reads highlight several frontier biotech developments. The Gattaca Stack, a new database, tracks firms working on embryo models and artificial‑womb technologies. R3 Bio’s stem‑cell “organ sacks” aim to replace animal testing and could evolve into human organ bags, while...
Samsung Galaxy Z Fold 8 Vs. Fold 8 Wide: Which New Shape Should You Buy?
Samsung unveiled two new foldables for 2026: the Galaxy Z Fold 8 Ultra and the Galaxy Z Fold 8 Wide. The Ultra targets premium users with an 8.0‑inch internal screen, triple‑camera system, 5,000 mAh battery and a $1,999 price tag. The Wide trims...
Best AI Lip Sync and Video Dubbing Tools in 2026: A Side-by-Side Comparison
A new 2026 comparison evaluates four AI lip‑sync and video dubbing platforms—Dubly.AI, HeyGen, Rask AI, and Vozo—for Shopify merchants and DTC brands seeking multilingual video content. Dubly.AI’s purpose‑built Lip Sync 2.0 achieved a 96.4 benchmark score, far outpacing HeyGen’s 76.8 and...
Jetway F35-ARU1 Combines Core Ultra SoC in 3.5-inch Form Factor
Jetway unveiled the F35‑ARU1, a 3.5‑inch sub‑compact motherboard built around Intel Core Ultra 5 225U and Core Ultra 7 255U processors. Both CPUs run at a 15 W TDP and include integrated graphics, an AI‑focused NPU, and support for DDR5‑6400 memory up to 128 GB. The...
AI Agents Building Blocks
The author claims to have merged over a hundred Amazon pull requests last month without writing a single line of code, thanks to self‑built autonomous AI agents. He argues that merely using AI leads to excessive context‑switching and “AI slop,”...
Why Your Next Smart Home Upgrade Should Be a 9-Axis Sensor
Aqara introduced the Multistate Sensor P100, a single‑body device that uses a 9‑axis sensor suite (accelerometer, gyroscope, geomagnetic) to detect motion, tilt, vibration and rotation. By consolidating functions traditionally handled by separate contact, vibration and motion sensors, the P100 can...
Strathclyde Partners with Japan Marine United on Offshore Renewables
The University of Strathclyde and Japan Marine United (JMU) have signed a Memorandum of Understanding to accelerate the development of floating offshore wind turbines. The partnership will combine Strathclyde’s leading research in wind energy with JMU’s shipbuilding and floating‑platform expertise...
Trend Analysis 101: How To Perform a Trend Analysis
E‑commerce entrepreneur Elyse Burns leveraged TikTok comments to launch a bestselling Kindle case, illustrating how real‑time customer insights can spark profitable product trends. The article defines trend analysis as the systematic review of quantitative metrics such as sales, web traffic,...
How DTF Printing Services Are Reshaping Scalable Ecommerce Production Models
Direct‑to‑Film (DTF) printing lets Shopify and DTC apparel brands replace fixed‑cost, bulk inventory with an on‑demand, variable‑cost model by outsourcing film transfers to regional suppliers such as those in Chicago. The technology separates high‑resolution printing from the heat‑press step, removing...
Google AI Mode Vs. ChatGPT Shopping: Which Channel Should Shopify Merchants Prioritize?
Shopify merchants now have two live AI‑driven shopping channels: Google AI Mode, which embeds shoppable results in Google Search and the Gemini app, and ChatGPT Shopping, which lets shoppers buy through OpenAI’s chat interface. Google’s model currently carries no extra...
LeakWatch 2026 – Security Incidents, Data Breaches, and IT Incidents for the Current Calendar Week 13
During calendar week 13 (March 23‑29 2026), LeakWatch recorded a series of breaches that targeted publicly accessible web platforms, outsourced support channels, and software supply‑chain pipelines rather than traditional data‑center assets. High‑profile incidents included a cyber‑attack on the European Commission’s Europa web platform,...
🤖 STEAL THESE 50 CHATGPT PROMPTS
Sifu Yik’s Substack post shares a curated list of fifty ChatGPT prompts tailored for coaches and course creators. The prompts span programme design, pricing, client attraction, student retention, marketing, personal branding, and operations, each using bracket placeholders for easy customization....
Shopify Tinker: What It Actually Means for Your Content Budget
Shopify launched Tinker, a free mobile creative studio that bundles over 100 AI tools for product photography, logo design, and short‑form video. The app eliminates the need for separate AI subscriptions and costly freelance shoots, promising zero‑dollar production costs for...
How Review Syndication Works: Technical Guide
Review syndication links direct‑to‑consumer feedback with major retail platforms, turning social proof into a conversion engine. Leveraging SMS‑based review requests can lift collection rates 66% versus email, while photo‑rich reviews increase purchase intent by 137%. Even a modest set of...
ShipMonk Hires Former Amazon and Chewy Executive Hugh Joiner as Chief Technology Officer
ShipMonk, the U.S. e‑commerce fulfillment platform founded in 2014, announced the appointment of Hugh Joiner as its new Chief Technology Officer. Joiner previously held senior technical and program‑management roles at Amazon and pet‑goods retailer Chewy, overseeing large‑scale logistics and data‑analysis...
Amazon Polly Launches Bidirectional Streaming API to Cut Text-to-Speech Latency for Conversational AI Apps
Amazon Web Services introduced a Bidirectional Streaming API for its Amazon Polly text‑to‑speech service, allowing developers to stream text and receive audio concurrently over a single HTTP/2 connection. Internal tests showed a 39 % reduction in latency compared with the traditional...
From the Microsoft Dynamics 365 Finance and Supply Chain Management: VAT Matrix; Demand Planning; Accounts Payable; Exporting Large Datasets
Microsoft Dynamics 365 Finance and Supply Chain Management continues to attract attention through a series of recent blog posts covering tax configuration, demand planning, accounts payable automation, and high‑volume data export. Paolo Cecchelli stresses early design of a VAT matrix...
From the Microsoft Dynamics 365 CE/CRM Blogs: Improve D365 CRM Performance; EWS Block; Smarter Customer Service; Strong Data Foundation
Microsoft Dynamics 365 CE users face a performance bottleneck when Power Apps Component Framework (PCF) controls invoke `dataset.refresh()`. The call forces every PCF control on the form to execute `updateView()`, leading to unnecessary re‑rendering, screen flicker, and higher CPU usage. Sam Kumar’s Inogic blog demonstrates the...
