AI in the Spotlight

AI is easier to understand — and use — than it looks.

Latest publications

11 editions
#0061 The AI Landscape

Cuando la IA trabaja mientras vos no estás mirando

OpenAI presentó Workspace Agents, la evolución de los GPTs que ejecutan tareas completas sin que vos les des instrucciones paso a paso. El trabajo autónomo llegó antes de lo que creías.

7 min
Cuando la IA trabaja mientras vos no estás mirando
#0060 Applied AI

Copilot stopped suggesting and started doing: what changes tomorrow in your Word, Excel, and PowerPoint

Microsoft just put Agent Mode into general availability across the three apps you already use every day. AI moved from advice to execution inside the document.

9 min
Copilot stopped suggesting and started doing: what changes tomorrow in your Word, Excel, and PowerPoint
#0059 The AI Landscape

GPT-5.5 just shipped. The question isn't which model wins — it's when to use which

OpenAI shipped a frontier model six weeks after its last one and one week after Opus 4.7. They're no longer competing on the same axis.

10 min
GPT-5.5 just shipped. The question isn't which model wins — it's when to use which
#0058 The AI Landscape

Amazon just bet $25 billion on Anthropic — here's what actually changes

The biggest investment in Anthropic's history lands the day after Claude's worst public performance crisis. The market didn't read the complaints — it read the revenue.

9 min
Amazon just bet $25 billion on Anthropic — here's what actually changes
#0057 The AI Landscape

Claude now designs — slides, prototypes, and one-pagers without design skills

Anthropic launched Claude Design: describe what you need and get a slide deck, prototype, or one-pager ready to export.

8 min
Claude now designs — slides, prototypes, and one-pagers without design skills
#0056 The AI Landscape

Claude Opus 4.7 ya está acá — qué mejoró y qué cambia para vos

Anthropic lanzó su modelo más potente hasta la fecha. Más preciso, más visual, se revisa solo. Esto es lo que necesitás saber.

7 min
Claude Opus 4.7 ya está acá — qué mejoró y qué cambia para vos
✦ The Library

Essential reads

18 reference articles
#0001 History & Fundamentals

A History of Artificial Intelligence — From Turing to the Phone in Your Pocket

Seventy years of promises, failures, and wild breakthroughs ended with an AI in your pocket. Here's how we got there.

8 min
A History of Artificial Intelligence — From Turing to the Phone in Your Pocket
#0002 History & Fundamentals

The AI Winters — When the World Stopped Believing

Twice in history, the world walked away from AI. Why it happened, what the people who kept building learned, and why this time is different.

9 min
The AI Winters — When the World Stopped Believing
#0003 History & Fundamentals

Is Another AI Winter Coming? — Why This Time Is Different (or Not)

Nvidia is worth $3 trillion. ChatGPT burns billions on infrastructure. Is this a speculative bubble or real progress? The answer is in what you already use every day.

9 min
Is Another AI Winter Coming? — Why This Time Is Different (or Not)
#0004 History & Fundamentals

How an AI "thinks" — no jargon, for humans

AI doesn't think. It guesses the next word. Here's how — and why that's enough to change how you work.

8 min
How an AI "thinks" — no jargon, for humans
#0005 History & Fundamentals

The AI timeline — milestones year by year

From Turing in 1950 to agents in 2026. The moments that changed everything, explained by why they matter today.

12 min
The AI timeline — milestones year by year
#0006 History & Fundamentals

Types of AI — the classification that matters

What each "type of AI" actually means, and why what you use today isn't what you see in the movies.

7 min
Types of AI — the classification that matters
#0007 History & Fundamentals

What is a language model — LLMs explained for your aunt

An LLM is autocomplete on steroids. It learns text patterns. That's why it can write, summarize, translate and code — and why it sometimes makes things up.

8 min
What is a language model — LLMs explained for your aunt
#0008 History & Fundamentals

Generative AI — what it is and why it reshaped knowledge work

From machines that classify to machines that write, design, and code. How the 2017 Transformer architecture ended up as a free text box in November 2022.

9 min
Generative AI — what it is and why it reshaped knowledge work
#0009 History & Fundamentals

The future of AI — what's coming in the next 24 months

Agents that act, AI inside every app, models that know you. The practical question isn't when AGI arrives — it's what you do with the next two years.

9 min
The future of AI — what's coming in the next 24 months
#0010 The AI Landscape

Anthropic and Claude — the company that took the long road

Born from a disagreement inside OpenAI in 2021. Five years on it's the AI company that the most serious professionals choose to trust — and not by accident.

9 min
Anthropic and Claude — the company that took the long road
#0011 The AI Landscape

OpenAI and ChatGPT — the one that turned the lights on

ChatGPT didn't invent artificial intelligence. It invented something rarer: a moment when a hundred million people — your mom, your boss, your lawyer friend — discovered it at the same time. Everything that came after starts there.

9 min
OpenAI and ChatGPT — the one that turned the lights on
#0012 The AI Landscape

Google and Gemini — the giant that had to wake up

It showed up six months late to the party it had helped set up. Three years later, it owns the widest distribution on the planet and a technical model that no longer asks anyone for permission. Gemini's story is the story of a giant forced to move.

9 min
Google and Gemini — the giant that had to wake up
#0013 The AI Landscape

xAI and Grok — the AI that lives inside Twitter

Elon Musk founded xAI in July 2023 after falling out with the company he'd co-founded himself. Two and a half years on, Grok is the only frontier AI that sees the public conversation in real time — and the most polarizing bet on the market.

9 min
xAI and Grok — the AI that lives inside Twitter
#0014 The AI Landscape

Microsoft and Copilot — distribution as AI strategy

Microsoft didn't build the best model. It built something harder to dislodge: the model that sits where people already work. Office, Windows, GitHub, Teams. The play has a huge strength and an Achilles' heel worth looking at head-on.

9 min
Microsoft and Copilot — distribution as AI strategy
#0015 The AI Landscape

Meta and Llama — the quietest AI rollout in the world

More than five hundred million people use Meta AI each month inside WhatsApp, Instagram, and Facebook — most of them unaware there's a model called Llama running behind it. At the same time, Llama is the reason an actual open-source AI community exists today.

9 min
Meta and Llama — the quietest AI rollout in the world
#0016 The AI Landscape

China's AI labs — DeepSeek, Qwen, and the other side of the race

DeepSeek hit #1 on the US App Store on a Monday in January 2025. That same day Nvidia lost $589 billion in market cap. The technical angle is interesting; the political one is more so.

10 min
China's AI labs — DeepSeek, Qwen, and the other side of the race
#0017 The AI Landscape

The AI race — Claude vs ChatGPT vs Gemini vs the rest

In 2026 the interesting question stopped being which AI wins. It became which one you use for what. This is the honest map — with each tool's real strengths and the stack I actually run.

11 min
The AI race — Claude vs ChatGPT vs Gemini vs the rest
#0018 The AI Landscape

Open vs closed models — the battle that shapes the future

What 'open' actually means, what 'closed' actually means, and why for a mature professional the right question isn't which one wins — it's which one to pair with which.

10 min
Open vs closed models — the battle that shapes the future
✦ Practical guide

Practical guide

9 guides
#0020 The C.A.F.E. Method

What a prompt is — the most important instruction you will ever write

The first thing you ever typed into ChatGPT was already a prompt. Understanding why some work and others don't is the line between using AI as a toy and using it as a work tool.

9 min
What a prompt is — the most important instruction you will ever write
#0021 The C.A.F.E. Method

The CAFÉ Method — the complete framework that transforms every prompt

Four letters, one shared language. The framework I use every day in my consulting work so AI stops answering for the average user and starts answering for you.

11 min
The CAFÉ Method — the complete framework that transforms every prompt
#0022 The C.A.F.E. Method

Prompt library — ready to copy, paste, and use

The best prompt is the one you already wrote. A living library beats a thousand best-prompts-of-the-year roundups — and every prompt we share is built with CAFÉ visible inside, with the four letters labeled, so you learn while you copy.

12 min
Prompt library — ready to copy, paste, and use
#0024 Applied AI

Claude deep dive — what it can do (and what most people miss)

Claude isn't just a chat box. Artifacts, Projects, MCP, Cowork, Claude Code, scheduled tasks, skills — a tour of the whole house, room by room, including the rooms most users never walk into.

11 min
Claude deep dive — what it can do (and what most people miss)
#0025 Applied AI

ChatGPT deep dive — images, GPTs, voice, and the full ecosystem

ChatGPT is the most used AI on the planet, and there are concrete reasons for that. Images with DALL-E 3, real-time voice conversation, custom GPTs, Canvas, web search, Operator, and Sora. An honest guide — without hiding what's good — to what OpenAI built.

11 min
ChatGPT deep dive — images, GPTs, voice, and the full ecosystem
#0026 Applied AI

Gemini deep dive — the AI that lives inside every Google product

Gemini doesn't compete to be the best conversational AI. It competes to be where you already are: Gmail, Docs, Sheets, Drive, Maps, Android, Chrome. Its superpower is distribution.

9 min
Gemini deep dive — the AI that lives inside every Google product
#0027 Applied AI

Copilot deep dive — the AI already inside your Office, whether you noticed or not

Microsoft isn't racing for the coolest chatbot. It's racing to be inside every app your company already pays for. That's a different game.

10 min
Copilot deep dive — the AI already inside your Office, whether you noticed or not
#0028 Applied AI

Grok deep dive — the X-native AI that actually reads the feed

Claude, ChatGPT, and Gemini answer from a world that ends yesterday. Grok answers from what's happening on X right now. That edge is real — and so is the price tag on it.

10 min
Grok deep dive — the X-native AI that actually reads the feed
#0029 Applied AI

Chinese AI deep dive — DeepSeek, Qwen, and what you can use today

On January 27, 2025, a small Chinese lab wiped $600 billion off global market cap in a single day. If you still think 'China copies,' you missed the chapter.

11 min
Chinese AI deep dive — DeepSeek, Qwen, and what you can use today
Estas son algunas de las 35 clases de Claude al Máximo. El curso completo, con Método CAFÉ, MCP, Cowork y desafío final. Ver en Udemy →
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