Staring Into the Singularity

Eliezer Yudkowsky’s “Staring Into the Singularity” hits you like a lightning bolt with its bold assertion: AI will soon outstrip human intellect, catapulting us into an unknown future. But is this techno-prophecy a guaranteed trajectory? Ray Kurzweil certainly thinks so. “The singularity is near,” he proclaims, envisioning a convergence of AI, nanotech, and biotech driving … Read more

The Digital Battlefield: How a Secret Cyberweapon Changed Everything (The Perfect Weapon)

Picture this: It’s the day before Christmas Eve, 2015. The lights go out across western Ukraine. Not because of a winter storm or a blown transformer, but because of something far more sinister. Something that would make even the most hardened cybersecurity experts lose sleep. This wasn’t just another power outage. It was a wake-up … Read more

The Mystery of Scaling (Complexity: a Guided Tour)

Scaling describes how one property of a system changes if a related property changes. The scaling mystery in biology concerns the relationship between an organism’s body mass and its basal metabolic rate—the average energy used while resting. Metabolism, the conversion of food, water, air, and light to usable energy, is fundamental to all living systems. … Read more

Small Worlds (Complexity: A Guided Tour)

The concept of the “small world” was famously investigated by Harvard psychologist Stanley Milgram in the 1950s. Milgram wanted to determine how many links it would take to connect any two people in the United States. He designed an experiment where participants in Kansas and Nebraska would attempt to send a letter to a distant … Read more

Network Thinking (Complexity: A Guided Tour)

An article in Science magazine discussed how the behavior of ant colonies can be viewed as “computer algorithms,” with each ant running a simple program that enables the colony to perform complex tasks such as deciding when and where to move the nest. Unlike a central leader, ants operate autonomously, basing decisions on interactions with … Read more

Evolution: From Blasphemy to Consensus (Complexity: a Guided Tour)

The second law of thermodynamics states that entropy in an isolated system always increases. This principle resonates with our perception of history and our own experiences. Yet, life stands as a defiant counterexample, exhibiting increasing complexity. The crucial question is: who or what drives this complexity? Charles Darwin’s theory of evolution by natural selection provides … Read more

Information and Computation (Complexity: A Guided Tour)

What Is Information? Information is a widely used term referring to knowledge or facts, whether in newspapers, books, phone conversations, or digital communications. In complex systems, information pertains to the communication and processing of data. The precise definitions of information and computation were established in the 20th century, notably through a physics puzzle involving a … Read more