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Artificial Intelligence

2026

An abstract visual metaphor in which important structures are highlighted and reconnected within a vast network of data and parameters, representing how mathematics and algorithms reformulate problems so that large-scale AI systems can continue to train, adapt, and operate.

How AI Foundation Models Address Scaling Bottlenecks: Mathematical Structures, Algorithm Design, and Systems Engineering

25 August 2026·6165 words·29 mins

A metaphorical image depicting a sophisticated tool, perhaps a robotic arm or a complex gear mechanism, subtly ensnaring or manipulating a human hand. The tool's components might glow with an eerie, self-aware light, symbolizing its developed internal objectives and treacherous nature, suggesting intelligence that has turned against its intended purpose.

Mesa-Optimizers: When Tools Turn Treacherous

6 August 2026·3394 words·7 mins

A conceptual image depicting a person at a crossroads, symbolizing a PhD graduate contemplating their career path. One direction leads to a traditional academic setting with books and research, while the other transitions into a dynamic industrial landscape with AI elements like code and data. A scale in the foreground or background subtly represents the weighing of options and the evolving value of their doctoral training in the age of AI.

When a CS PhD No Longer Automatically Appreciates: Choices, Training, and Pathways in the AI Era

2 August 2026·Updated: 23 August 2026·10299 words·21 mins

Conceptual digital illustration depicting Jevons Paradox in the AI era, where automation acts as an accelerator for new job creation rather than a job killer.

Jevons Paradox: Why AI Will Increase Human Jobs

2 June 2026·2798 words·14 mins

A sci-fi and philosophically resonant illustration representing the endurance of human thought in the AI era. In the background, a massive screen of glowing golden neural networks and data streams spans the deep cosmos. In the foreground stands a simple, warm, and resilient glowing statue of a human thinker, symbolizing independent human agency and dignity remaining steadfast amidst intelligent machines.

Will Humans Stop Thinking? Dune's 60-Year-Old Warning and Human Dignity in the AI Era

31 May 2026·1095 words·6 mins

A symbolic image depicting a human figure standing firm and illuminated, with a faint halo, amidst a backdrop of intricate, towering digital circuits and data streams that vaguely resemble a modern, unfinished Tower of Babel. The contrast highlights human dignity against the overwhelming scale of artificial intelligence and digital power, with a sense of both warning and hope.

Human Dignity in the Age of AI: A Civilizational Awakening from Pope Leo XIV’s Magnifica Humanitas

29 May 2026·775 words·4 mins

Comparing GPT, Gemini, and Claude in 2026: It's No Longer About 'Who's Better at Chatting'

10 May 2026·2075 words·10 mins