The Plumber Paradox — Why 'Learn a Trade' Is Not the Safety Net You Think It Is

The Plumber Paradox — Why 'Learn a Trade' Is Not the Safety Net You Think It Is

The reassurance has become a reflex: “Don’t worry about AI replacing your job. Learn a trade. Become a plumber. You’ll always be needed.” It’s not false. But it’s not entirely true either—probably about 75% correct, which is the most dangerous place for an argument to land. I. Three Hidden Variables The advice works until you account for three things that never make it into the conversation: saturation, incompetence, and structural obsolescence. …

June 10, 2026 · 6 min · 1162 words · Gonzalo Contento
The Miserable Bedspread — On Mistaking Marketing for Science

The Miserable Bedspread — On Mistaking Marketing for Science

In One Hundred Years of Solitude, when the gypsies bring a flying carpet to Macondo, José Arcadio Buendía stands unmoved. “Let them dream,” he says. “We’ll do better flying than they are doing, and with more scientific resources than a miserable bedspread.” He is the rationalist in a village of magic—the one man insisting on understanding how things actually work rather than being dazzled by how they appear. Then he ties himself to a chestnut tree and never recovers. …

May 29, 2026 · 6 min · 1244 words · Gonzalo Contento
The Software Pendulum — Eighty Years of Objects and Processes

The Software Pendulum — Eighty Years of Objects and Processes

I. The Object’s Triumph Grady Booch is a convenient name to pin on something that happened in the 1980s and 1990s: the triumph of the object. Before that, software was process — COBOL verbs, Fortran subroutines, C functions. You described what the system does, not what it is. Programs had flows, instructions, verbs. The machine executed a sequence; you followed the sequence. Then came the Unified Modeling Language, the design patterns, the notion that you could abstract reality into classes and hierarchies and responsibilities. The Gang of Four’s catalogue promised order: Observer, Strategy, Adapter. Each pattern was an object shape, a way of organizing code around nouns instead of verbs. Grady Booch’s Object-Oriented Analysis and Design became the grammar of a new way of thinking about computation: things that know things, things that do things, things that inherit from other things. …

May 21, 2026 · 5 min · 955 words · Gonzalo Contento
Already Known — On Antennas, LLMs, and the Oldest Question in Epistemology

Already Known — On Antennas, LLMs, and the Oldest Question in Epistemology

The last pages of One Hundred Years of Solitude are among the strangest in modern literature. Melquíades—the ancient gypsy who has haunted the Buendía household for a century—turns out to have written the entire family history before it happened. Every birth, every obsession, every death, encoded in Sanskrit parchments locked in a room while the family lived out the story they did not know was already written. Aureliano Babilonia deciphers the manuscript in the novel’s final moments and reads the history of his own life as it is ending. The text and the event are simultaneous. …

May 20, 2026 · 7 min · 1472 words · Gonzalo Contento
It is written — from cave walls to transformers, the forty-thousand-year project to move knowledge outside the skull

It is written — from cave walls to transformers, the forty-thousand-year project to move knowledge outside the skull

A human brain holds, on average, one lifetime of knowledge, and then it dies. Every technique, every story, every map of the territory accumulated inside it — the name of the plant that heals, the angle of the spear throw, the face of the ancestor — goes with it. Evolution gave us language as a partial fix: knowledge that can be spoken can outlast the speaker, if someone else hears it and repeats it. Oral tradition is the first external memory system. It is also the most fragile: dependent on faithful transmission, distorted by each relay, bounded by the range of a voice and the attention of a listener. …

May 15, 2026 · 8 min · 1523 words · Gonzalo Contento
The 1:1 map — Borges, attention, and what LLMs actually are

The 1:1 map — Borges, attention, and what LLMs actually are

I. The parable In 1946, Jorge Luis Borges published a six-sentence parable. He attributed it to a fictional traveler — Suárez Miranda — and buried it in El Hacedor, a collection his admirers would later call Dreamtigers. The parable describes an empire whose cartographers, unsatisfied with every previous map, built one at the only scale that could not lie: one province to one province, point for point. The map was complete. It was also useless. Subsequent generations, with more practical priorities, let it decay in the western deserts. …

May 13, 2026 · 6 min · 1162 words · Gonzalo Contento
The Pill We Already Swallowed

The Pill We Already Swallowed

In 1654, in a fragment now numbered 139 of the Pensées, Pascal wrote a sentence that has been quoted so often it has lost most of its weight, and it is worth taking down from the shelf and looking at it again: all of humanity’s misery comes from a single fact, namely, that we are unable to sit quietly, alone, in a room. Three hundred and seventy years later we have built the most extraordinary device in human history for the express purpose of ensuring no one ever has to. …

May 4, 2026 · 8 min · 1573 words · Gonzalo Contento
It's Not Jobs Disappearing. It's Jobs Not Being Created.

It's Not Jobs Disappearing. It's Jobs Not Being Created.

The public conversation about AI and work is stuck on the wrong question. “Will my job be replaced?” is the framing everyone reaches for, because it has a clean visual: a robot taking a specific seat. The headlines love it. Goldman: AI to replace 300 million jobs. McKinsey: half of all work activity automatable. The displacement frame promises an event — an announcement, a layoff, a press release — and the policy answers it suggests are familiar: retraining, universal basic income, regulation. …

April 29, 2026 · 9 min · 1722 words · Gonzalo Contento
The Slop We Already Make

The Slop We Already Make

Revised on 2026-04-28 to v1.1. See revision history below. Look at any AI-skeptic feed in 2026 and you’ll see the word slop doing heavy work. It names something real: low-entropy, mass-produced text without an author behind it, flooding feeds, search results, comment sections, product reviews. There’s now a small genre of essays explaining why this is bad for civilization. Some of them are excellent. Some of them are slop themselves. I want to ask a different question. Not whether AI slop is bad — clearly some of it is — but why we’re so confident we can recognize it. Because if you squint at a lot of professional life, much of what we produce on a normal Tuesday already qualifies. Legal boilerplate. Corporate memo-speak. Quarterly reports that survive only because nobody reads them. Status updates that say nothing. Standardized medical notes whose function is mostly forensic. …

April 28, 2026 · 7 min · 1476 words · Gonzalo Contento
Flaws in Communication: When Belief Overrides the Message

Flaws in Communication: When Belief Overrides the Message

Communication is often seen as a straightforward exchange between an emitter and a receptor—a sender and a receiver. But what if the real issue lies not with the participants but within the system of beliefs that frames the entire exchange? The Power of Belief Over Message At its core, communication depends on a shared understanding of words, concepts, and intentions. However, what often determines the success or failure of a message isn’t its clarity or truth, but the beliefs of the audience. People tend to interpret information in ways that align with their preexisting worldview, often disregarding contradictory evidence. This cognitive bias ensures that even the most carefully crafted messages can be ignored, misinterpreted, or rejected outright. …

January 6, 2025 · 4 min · 688 words · Gonzalo Contento