Gary Smith

3.31112 learners

In *The AI Delusion*, economist Gary Smith dismantles the hype surrounding artificial intelligence, arguing that today’s AI systems are not truly intelligent—they’re just sophisticated tools for data matching and brute-force computation. Using vivid examples from Jeopardy!’s Watson, chess-playing programs like AlphaZero, and real-world failures in medicine, stock trading, and hiring, Smith shows that machines lack human understanding: they can’t grasp context, distinguish meaningful patterns from random coincidences, or apply common sense. He exposes the dangers of data mining, from the Texas Sharpshooter Fallacy (cherry-picking data to fit theories) to overfitting models that work perfectly on old data but fail catastrophically on new inputs. Smith also warns against blind trust in black-box algorithms, which perpetuate bias, enable unfair decisions, and risk catastrophic errors in high-stakes fields like healthcare and military operations. Ultimately, he emphasizes that human reasoning, critical thinking, and common sense are irreplaceable—we should use AI as a tool, not mistake it for a thinking, feeling counterpart.

Kevin Kelly

4.11019 learners

In The Inevitable, tech visionary Kevin Kelly outlines 12 irreversible technological trends shaping the next 30 years of human civilization. Rejecting utopian and dystopian extremes, he introduces "Protopia"—a state of continuous, incremental progress where small daily improvements bring new challenges yet collectively build a better world. Kelly explores how artificial intelligence will evolve into a distributed, ubiquitous force that augments human capabilities rather than replacing them. He breaks down shifting value systems: from ownership to access-driven sharing economies, static content to fluid, remixable digital media, and passive reading to interactive screen-based learning. The book also covers emerging phenomena like the quantified self, attention economy, and the rise of "Holos"—a global superorganism formed by interconnected humans, machines, and data. Urging readers to embrace being "perpetual novices," Kelly argues that adapting to constant change and actively participating in technological evolution is the only path to thriving in the coming era.