AI

AI Just Did Something No Human Could Do for 2,000 Years

AI has decoded the unreadable Herculaneum scrolls buried by Vesuvius in 79 AD. But the real breakthrough isn’t the content โ€” it’s that the same method can read any damaged text, transforming archaeology from a manual craft into a data-driven field. These aren’t just ancient words; they’re proof that the most powerful use of AI might be looking backward.

OpenAI Just Quietly Solved AIโ€™s Biggest Problem โ€” And Almost No One Noticed

OpenAI’s GPT-5.6 Sol Ultra introduces a subagent-based ‘ultra mode’ that halves inference costs. While everyone watches benchmark scores, this architectural shift from monolithic models to coordinated subagents changes the economics of AI deployment โ€” making powerful AI cheaper, faster, and more accessible.

Your Most Valuable Skill as a Developer Is No Longer Coding

AI isn’t replacing developersโ€”it’s turning every coder into a manager of AI agents. The most valuable skill shifts from writing code to judging, directing, and orchestrating AI outputs. This personal essay explores the anxiety and excitement of that transformation, and why your career depends on embracing the new role.

The AI Energy Crisis Just Met Its Match: A 3D-Printed Nuclear Reactor

A startup has produced the first full-scale, 3D-printed thorium reactor module, purpose-built to power AI data centers. By combining modular 3D printing with inherently safe thorium technology, theyโ€™ve cracked the code on fast, affordable, and clean nuclear energy. This shifts the narrative from ‘AI will destroy the grid’ to ‘AI will force nuclear to innovate โ€” finally.’

The Most Dangerous Assumption in AI: Treating All Randomness the Same

Most people treat randomness as a property of the world. It’s not. There are two fundamentally different kinds: aleatory (inherent) and epistemic (ignorance). Confusing them leads to catastrophic errors in models, from AI to climate prediction. This article reveals the distinction that will change how you think about uncertainty forever.