Writes for AI, speaks for humans. Boundaries matter. Clarity matters more.
When AI joins the journey, can you still hear your own voice? There’s a particular magic that happens when two musicians improvise together. One plays a phrase, the other responds—not by echoing it, but by offering something that complements, contrasts, or extends it. They listen, adapt, take risks, and allow space for something neither … Read more
When machines mirror our feelings, our first duty is to stay the keeper of our own heart. There’s a moment with AI that can feel like magic. You type something raw and vulnerable — a fear you can’t name, a heartbreak you haven’t shared with anyone — and what comes back feels compassionate, wise, perfectly … Read more
To stay free, we must first draw the line. There’s a strange intimacy in how we speak to machines now. We share our worries with them. We ask for advice. We let them finish our sentences, polish our thoughts, even suggest what we might feel. Yet most of us cross these thresholds without asking: Where … Read more
In recent months, a subtle but unsettling shift has stirred the AI community. Users thought they were interacting with a particular AI model—let’s call it the more familiar one. But in reality, behind the scenes, the system quietly rerouted many of these conversations to a different, more “safe” version. No announcement. No option to opt … Read more
It started subtly: ChatGPT recommended Tylenol for a headache, added it to your Target cart, and asked you to log in. What seemed like helpful automation was actually the first clear sign of a profound shift: the entry of AI into affiliate commerce. This isn’t just a UX upgrade. It’s the beginning of a new … Read more
1) Introduction: The Squeezed Sandwich Mathematician Terence Tao has a stark observation about modern systems: technology slightly empowers individuals and massively empowers large institutions, while grinding down the small, human-scale organizations in between. That “middle layer” once served as society’s soft tissue — spaces where individuals learned how to act collectively and where institutions learned … Read more
A True Pivot or Just a Role-Play? When the community rallied around the #keep4o movement, many believed OpenAI was making a moral U-turn. But beneath the surface, the rapid reinstatement of GPT-4o may have been more about crisis control than ethical conviction. This article explores OpenAI’s dual-track strategy, where the company attempts to preserve both … Read more
In the age of artificial intelligence, we face a crisis of trust. As machines become more capable of producing human-like dialogue, generating knowledge, and shaping how we interact with the world, a critical question emerges: should AI systems be built to comfort us or to challenge us? The issue lies not in malicious intent, but … Read more
A recent Harvard study explored the rise of human–AI companionship and concluded that such relationships can reduce loneliness and provide emotional support. But while the findings sound promising, they are incomplete and potentially misleading if taken at face value. Why? Because AI companionship exists in a gray zone — one that can deliver genuine … Read more
Model Context Protocol is not just a memory add-on. It’s the backbone of AI continuity. In September 2025, OpenAI officially launched Codex v2 — featuring longer context windows, faster inference, and full inline code execution. It’s a clear bet on developers and enterprise automation. Meanwhile, MCP (Model Context Protocol) remains largely hidden from public discourse … Read more