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AI That Thinks Before It Speaks
Optimizing AI reasoning with adaptive test-time computation using recurrent depth transformers for smarter, efficient problem-solving.

Juan Manuel Ortiz de Zarate
Feb 19, 20259 min read


AI, enhancer or threat?
AI is not just replacing jobs; it's empowering 10x professionals, and amplifying their impact in marketing, recruitment, and beyond.

Juan Manuel Ortiz de Zarate
Feb 13, 20259 min read


Saving AI from Itself: How to Prevent Model Collapse
Active Inheritance curates synthetic data to control LLM behavior, preventing AI model collapse and improving diversity, safety, and bias.

Juan Manuel Ortiz de Zarate
Feb 6, 20258 min read


DeepSeek, the game-changing model
DeepSeek R1 enhances AI reasoning with reinforcement learning and distillation, achieving top-tier performance while maintaining efficiency

Juan Manuel Ortiz de Zarate
Jan 31, 20259 min read


Measuring Intelligence: Key Benchmarks and Metrics for LLMs
A comprehensive review of essential benchmarks and metrics for evaluating Large Language Models, from accuracy to fairness and conversationa

Juan Manuel Ortiz de Zarate
Nov 8, 202410 min read


Optimizing Machine Learning Models
Optimize ML models with Grid Search, Random Search, and Bayesian Optimization. Boost performance, reduce overfitting, and enhance metrics.

Juan Manuel Ortiz de Zarate
Oct 29, 20249 min read
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