Blog radlak.com

The landscape of artificial intelligence has experienced one of its most monumental weeks yet, highlighted by the release of OpenAI’s GPT 5.6 and the integration of a unified ‘super app’ called ChatGPT Work. These developments, along with significant releases from Anthropic, XAI, and Meta, mark a major transition from basic prompt-response models toward highly agentic, persistent systems capable of working autonomously in the background. OpenAI’s Major Releases: GPT 5.6 and ChatGPT Work OpenAI introduced GPT 5.6, featuring three tiers: Soul, Terra, and Luna. This model represents a dramatic leap in capability and cost-efficiency. GPT 5.6 Soul performs on par with…

Many individuals with ADHD struggle with a cycle of constantly collecting new productivity hacks, planners, and apps, only for them to quickly fail. Psychiatrist Dr. Sasha Hamdani explains that the secret to lasting productivity isn’t finding the perfect hack, but understanding the six neurobiological mechanisms that govern the ADHD brain. By filtering strategies through these core principles, you can stop fighting your biology and start working with it. 1. Externalize Your Working Memory ADHD brains do not struggle with storing memory incorrectly; they struggle with encoding information in the first place because of attention gaps. Trying harder to remember is…

As AI-powered development tools rapidly evolve, developers face a critical choice: adopt a polished, proprietary ecosystem or invest in open-source, model-agnostic alternatives. This article provides an in-depth comparison between Claude Code, Anthropic’s highly praised command-line interface (CLI) agent, and Open Code, an open-source rival that lets developers run any large language model (LLM) of their choice. By analyzing user experience, model integration, stability, and pricing, we uncover which tool is the best fit for your development pipeline. User Experience and Model Harnessing Claude Code functions as the “Apple” of AI CLIs, offering a highly polished, stable, and user-friendly experience. It…

The article explores the psychological and economic traps of equating time directly with money. Drawing lessons from the memoir I Was a Courier in Beijing by Hu Anyan, it illustrates how a strict “time is money” mindset leads to burnout, existential dread, and social stagnation, while presenting a case for strategic investing, documenting one’s own life, and redefining what it means to be free. The Trap of Trading Time for Money Using Hu Anyan’s grueling schedule as a courier in China, the article demonstrates how low-paying physical labor locks individuals into a cycle of mere survival. When earnings are directly…

Large language models advertise massive context windows, but their actual reasoning performance degrades as the context fills up—entering what is known as the “dumb zone” (often starting around 120,000 tokens). To maintain peak model intelligence and session focus, the creator of the popular “skills” repository introduced the “handoff skill.” This simple yet highly effective workflow compresses and transfers context between separate AI agent sessions via temporary markdown files. Understanding the “Dumb Zone” vs. Compaction While tools like Claude Code offer huge context windows, attention relationships become strained as tokens accumulate, resulting in lower-quality responses. Built-in “compaction” tools summarize a long-running…

ADHD is often treated as a single, amorphous condition, but it is actually a collection of varied symptoms driven by unique underlying physiological factors. Oxford-educated psychologist Sarah Warley highlights how identifying these biological roots—such as primitive reflexes and biochemical imbalances—can help individuals optimize their brains and move past the struggles of masking. The Chemistry of ADHD: The Zinc-Copper Balance Research from the Walsh Institute suggests that a biochemical imbalance between copper and zinc plays a significant role in a large subset of ADHD cases. Copper is a key co-factor in converting dopamine (essential for focus) into noradrenaline. Excess copper and…

In his Tanner Lecture at Oxford, Professor Yuval Noah Harari argues that Artificial Intelligence (AI) represents an unprecedented revolution because it is not merely a tool, but an autonomous agent. Unlike an atomic bomb or a traditional machine, an AI agent can make decisions, learn independently, and adapt in ways its creators never anticipated. Harari posits that AI will not conquer the world through physical robots, but rather by taking over the invisible, language-based bureaucracies that run human society. AI as the Native Bureaucrat Humans dominate Earth not because of individual strength, but through large-scale cooperation. This cooperation relies on…

The author of the popular Polish newsletter 52Notatki has announced the launch of a new community-focused project called “52Notatki i Przyjaciele” (52Notes and Friends) on the Patronite crowdfunding platform. After running the independent, boutique-style newsletter for over four years, this expansion aims to offer deeper content and closer interaction with the most dedicated readers without altering the core, free weekly publication. The Three Pillars of the New Space The Patronite subscription is designed around three main features: Long-form Video Content: Monthly 40-to-80-minute videos exploring complex topics and personal case studies that do not fit into the standard text newsletter format.…

Claude Fable 5 represents a major shift toward fully autonomous, agentic workflows. Unlike previous models like Opus 4.8 that require frequent manual intervention, Fable 5 excels at proactive self-testing, iterative task execution, and working independently. To extract the maximum value from this model despite current usage and coding limitations, users must adapt their strategies to focus on automation, structured skills, and personalized context. Mastering Autonomous Loops The core strength of Claude Fable 5 lies in its ability to execute recursive tasks autonomously through loops. By defining a goal and applying an iterative schedule, the model can autonomously research markets, monitor…

Modern society is flooded with time-saving machines, yet we feel more rushed and time-starved than ever before. This paradox is not a personal failure of time management, but a deliberate systemic creation. Through the lenses of four key thinkers, we can understand why our free time has disappeared and how our busy lives are manufactured to serve an economic engine. 1. Staffan Linder: The Scarcity of Abundance In his 1970 book The Harried Leisure Class, Swedish economist Staffan Linder argued that as a society gets richer, the economic value of each hour increases. Because we can earn and consume more…

Transitioning from elite sports to a busy life with family and business forces a shift in how we approach fitness. You do not need 20 hours a week in the gym to stay strong, lean, and athletic. By stripping away the noise and focusing on five fundamental elements, you can build a highly capable body that fits seamlessly into your busy schedule. The Two Weekly Staples: Strength and Endurance To maintain a solid physical foundation, two elements must remain constant in your weekly routine: Simple Strength Training: Focus on compound movements like pull-ups, dips, push-ups, and squats at least two…