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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
2 days ago10 min read
1 view


Diffusion Models: From Noise to Masterpiece
Explore how Diffusion Models are revolutionizing generative AI, from their mathematical foundations to applications in image and audio.
Juan Manuel Ortiz de Zarate
Mar 208 min read
3 views


The Brains Behind AI’s Evolution
Discover how neural networks power modern AI, from deep learning to generative models, shaping the future of technology and innovation.
Juan Manuel Ortiz de Zarate
Mar 149 min read
2 views


Diffusion LLM: Closer to Human Thought
SEDD redefines generative AI with human-like reasoning, enabling faster, high-quality text and code through discrete diffusion models.
Juan Manuel Ortiz de Zarate
Mar 79 min read
15 views


Benchmarking AI Across Disciplines
SuperGPQA evaluates LLMs across 285 disciplines with 26,529 questions, testing their reasoning and knowledge beyond traditional fields.
Juan Manuel Ortiz de Zarate
Feb 269 min read
3 views


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 199 min read
1 view


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 68 min read
12 views


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 319 min read
18 views


Orca: The New LLM Teacher
Orca 2: A smaller AI model that rivals larger ones by mastering task-specific reasoning, achieving high performance with less computation.
Juan Manuel Ortiz de Zarate
Oct 9, 20249 min read
26 views


AI Researchers
AI Scientist automates research, generating ideas, running experiments, and writing papers, challenging AI's role in novel scientific discov
Juan Manuel Ortiz de Zarate
Aug 27, 20249 min read
5 views


Understanding what the ML models have learned
Models could spread bias and discrimination if you don't know what they have learned. Here we show a technique to prevent it.
Juan Manuel Ortiz de Zarate
Aug 2, 202410 min read
11 views


Biases in LLMs
Explore the hidden biases in LLMs and their impact. The opinions of which sector of society are reflected in them?
Juan Manuel Ortiz de Zarate
Jul 17, 202410 min read
22 views


Retrieval Augmented Generation: Increasing knowledge of your LLM
Dive into the world of Retrieval-Augmented Generation! See how RAG transforms AI responses by blending retrieval with generation.
Juan Manuel Ortiz de Zarate
May 25, 20249 min read
24 views


The Mathematics of Language
Computers model text with vectors. Using Word2Vec, FastText, and Transformers, they understand and generate context-aware text. Learn how!
Juan Manuel Ortiz de Zarate
May 25, 20248 min read
27 views


The Age of Digital Deception: The Dangers of Deep Fakes
Recent years have birthed a dangerous usage of the technology offered by neural networks, the deep fakes. We'll explore them in this article
Cristian Cardellino
Apr 27, 202413 min read
13 views

Generative Adversarial Networks (GANs): A Comprehensive Exploration
Let's explore Generative Adversarial Networks (GANs), one of the pioneers of Gen AI that was capable of producing photorealistic images.
Cristian Cardellino
Apr 10, 202411 min read
13 views

A Brief Introduction to Mixtures-of-Experts
In this article, we will explore the Mixture-of-Experts (MoE) and discuss the idea behind the gating mechanism used by the Sparse MoE.
Cristian Cardellino
Mar 26, 20248 min read
34 views

Variational Autoencoders: Intuitions and Math
In this article we will explore variational autoencoders in terms of the intuition behind them and the math needed to train them.
Cristian Cardellino
Mar 8, 20249 min read
33 views


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
38 views

Generative vs. Discriminative Models in Machine Learning
What are Generative Models? What are Discriminative Models? In this article we'll go through the fundamentals of each type of model.
Cristian Cardellino
Feb 7, 20249 min read
42 views
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