Your social feed is no longer curated by humans. It's optimized by algorithms trained on billions of interactions, designed to keep you scrolling, clicking, engaging. Now add AI that can generate perfect propaganda, mimic any writing style, create fake personas at scale, and predict exactly what will trigger you. Social networks just became the most powerful manipulation tool in human history.The Amplification MachineSocial networks were always amplifiers. They took human behavior — gossip, t...

Your social feed is no longer curated by humans. It's optimized by algorithms trained on billions of interactions, designed to keep you scrolling, clicking, engaging. Now add AI that can generate perfect propaganda, mimic any writing style, create fake personas at scale, and predict exactly what will trigger you. Social networks just became the most powerful manipulation tool in human history.The Amplification MachineSocial networks were always amplifiers. They took human behavior — gossip, t...

In any economic system, some relationships are transactional—one-time exchanges between strangers. Others are sustained—repeated interactions between trusted parties. The latter are more valuable to the network, yet traditional systems treat them identically. A decentralized credit network can do better. It can recognize and reward sustained trust relationships through value loop detection and rewards.The Concept of Value LoopsA value loop occurs when a series of transfers creates a closed cy...

In any economic system, some relationships are transactional—one-time exchanges between strangers. Others are sustained—repeated interactions between trusted parties. The latter are more valuable to the network, yet traditional systems treat them identically. A decentralized credit network can do better. It can recognize and reward sustained trust relationships through value loop detection and rewards.The Concept of Value LoopsA value loop occurs when a series of transfers creates a closed cy...