· ai
Why Markdown Is The Secret To Better AI
The status quo of web scraping is broken for AI. For a decade, web extraction was a war over CSS selectors and DOM structures. We wrote brittle scrapers that br...
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- · ai
REFRAG y la dependencia crítica a los pesos del modelo
Introducción Llevamos todo el 2025 obsesionados con el tamaño de la ventana de contexto: 128 k, 1 millón, 2 millones de tokens. Los proveedores nos vendían la...
- · ai
TOON for LLMs: A Benchmark Performance Analysis
Every API call you make with JSON is costing you more than you think I ran real‑world extractions using Gemini 2.5 Flash, and the results were startling: JSON...
- · ai
Meet TOON: A Token-First Data Format Built for AI
'🚀 Why JSON Is Expensive for AI — And How TOON Fixes It
- · ai
TOON vs JSON: A Reality Check — When It Saves Tokens and When It Doesn't
Introduction There’s been a wave of articles lately about TOON Token‑Oriented Object Notation, many proclaiming it saves “50 % tokens” or calling JSON “outdate...