There is a familiar pattern in modern life. A problem appears in some essential public system. The problem is real. The victims are real. The frustration is real. Then, almost immediately, the proposed solution is not merely to punish the bad actor or repair the broken design, but to increase
Feature-Orbit Attractors A Conceptual Framework for Bounded, Self-Correcting, Low-Power AI Inference Concept paper. Proposed mechanisms only. Not presented as experimentally validated. Abstract Modern AI inference is computationally expensive, memory-intensive, and increasingly energy-constrained. At the same time, many neural systems operate probabilistically and may tolerate bounded approximation, stochasticity, and noise better
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The Issue with Mainstream Media Homogeneity * Uniform Narratives: Mainstream media outlets often appear to follow similar scripts. When viewed in isolation, this uniformity can seem natural, but a deeper analysis reveals that many reports share the same underlying narratives—potentially driven by similar data sources, corporate pressures, or political biases.
The Problem: Unethical App Design and Its Impact * Addiction by Design: Many contemporary apps deliberately incorporate addictive features—such as infinite scroll, variable reward mechanisms, and persuasive notifications—to maximize user engagement and screen time. These strategies, while profitable, can lead to excessive usage, reduced attention spans, and overall negative
Introduction Imagine a future where every human interacts with the digital world exclusively through their own AI agent—a personal, autonomous digital proxy. Rather than directly browsing websites or interacting with apps, users set their preferences (either explicitly or through learning algorithms), and their AI agents handle all online interactions
Introduction While earlier explorations focused on decentralized chat systems, this project envisions a broader revolution—appliances that cover blogs, RSS feeds, video sharing, AI services, and more. By leveraging a simple protocol built atop the well-established WebSocket framework, we're offering a frontier for developers to quickly design, port,
WARNING: Many of the sites referenced in this study are either paywalled or torturously ad riddled (2% substance, 98% ads). It is recommended that the reader utilize AI to summarize the content of those sites instead of visiting them directly. Introduction Decentralized, peer-to-peer (P2P) communication appliances promise to enable direct
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