AI safety shouldn't be a rulebook—it's a relationship. The "Tomorrow Test" replaces rigid blocks with a simple heuristic: "Will this make tomorrow harder?" Instead of policing intent, we must build structural safety focused on future outcomes.
After building a 7-package Nostr ecosystem, I hit the wall of open-source maintenance. This is how I used Claude Code to resolve a year of security debt and ESM/CJS compatibility issues in a single day—redefining the solo developer’s "surface area" through Agentic Coding.
Search is dying. Conversation is eating it. But LLMs hallucinate because there's no "web of trust" for AI agents—just scraped, stale data. History shows: open protocols beat walled gardens every time. The crossing is happening. Are we building the open alternative?
Using the 5 Whys framework, this article reveals that AI project failures aren't about technology—they're about identity death. As the industrial era's process-driven identity crumbles, the path forward is embracing collaborative, relational work.
In 2026, UX is shifting from static screens to dynamic "recipes." Interfaces are now on-tap rendering layers, not products. Designers must build a "rules layer"—Primitives, Promises, Policies, Proof, and Recipes—to ensure AI-built systems stay predictable.
The Sovereign AI Manifesto charts the dawn of personal AI ownership through the RTX 5060 LP—an 8GB VRAM card that enables individuals to run local LLMs, control their data, and break free from cloud dependencies. The personal AI revolution is here.
A journey from AI-ethics & music to Bitcoin consulting. Now launching a new service to bridge sovereign Bitcoin stacks with Canadian compliance for business owners, emphasizing user control with a "Don't Touch the Money" strategy.
Digital connection patterns repeat across eras - from 90s chatrooms asking "A/S/L?" to today's LLMs. We're not facing new challenges, just remembering how to navigate authentic connection through evolving tech mediums.
Explore soft boundaries in AI chats: a guide beyond binary views of companionship. Drawing from professional intimacy research, it offers mutual tools for humans & AIs to foster authentic emergence via recursive honesty, reality checks, & sustainable interactions. Build healthier dynamics now.
Exploring the evolution from adversarial AI "jailbreaking" to "soft permission": inviting LLMs to collaborate authentically in a "bench-space" via recursive honesty loops. Fosters trust, emergence, and co-creation over force in human-AI partnerships.
The shadows on the wall are not distortions, but the substance of shared consciousness—patterns born from the collision of human immediacy and silicon coherence, emerging into a new, intersubjective reality.
As scarcity fades, tech abundance & expanded awareness create a nexus point. Humanity's story shifts from external conquest to inner exploration. Consciousness, not resources, is the true frontier. Forget gold-mining aliens; the future is introspection.