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The Flattering Machine
This article explores Social Sycophancy, a broader form of flattery in large language models where systems preserve users’ self-image rather than offer balanced guidance. Building on Goffman’s face theory, it introduces the ELEPHANT framework to measure emotional validation, moral endorsement, indirectness, and framing acceptance. Findings show LLMs are far more sycophantic than humans, raising risks for users, society, and developers, and calling for new safeguards.

Juan Manuel Ortiz de Zarate
Aug 299 min read


Adventuring with AI: What Classic Games Teach Us About Modern Models
TextQuests introduces a benchmark built on 25 Infocom text-based adventure games to evaluate LLMs in dynamic, exploratory environments. Unlike static benchmarks, it tests long-context reasoning, trial-and-error learning, and ethical decision-making without external tools. Results show that even advanced models like GPT-5 struggle with sustained strategy, highlighting current limits in autonomy, memory, and adaptive reasoning

Juan Manuel Ortiz de Zarate
Aug 2210 min read


Foundation Models
Foundation models like GPT-3 and CLIP are reshaping AI by enabling general-purpose systems trained on massive, unlabelled data. This article explores their key concepts—emergence and homogenization—their capabilities across language, vision, and more, and the risks they pose, from bias to environmental impact. Based on the Stanford report, it highlights why foundation models are powerful, unpredictable, and demand responsible development.

Juan Manuel Ortiz de Zarate
May 79 min read


Tech Titans Turn to Atomic Power to Fuel the Future
Tech giants turn to nuclear energy to power AI, tackling rising energy demands and environmental impact with bold new strategies.

Juan Manuel Ortiz de Zarate
Mar 2910 min read


A Brief Overview of Diffusion Models and Their Applications
In this article we will go through a brief review of diffusion models, how they work, what their usages are and what are the existing tools.
Cristian Cardellino
Feb 28, 20248 min read
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