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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


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


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 139 min read
5 views


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


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
14 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


Data Balancing With K-Means
A clustering-based method balances web-scraped datasets, improving AI model performance by ensuring diverse and uniform data representation.
Juan Manuel Ortiz de Zarate
Oct 4, 20249 min read
8 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


Measuring Controversy in Social Networks through NLP
Discover how NLP tools can identify and analyze contentious topics.
Juan Manuel Ortiz de Zarate
Jul 6, 202410 min read
24 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

Analyzing Discourse with Artificial Intelligence: What is Argumentation Mining?
Are political discourses consistent? Is a judgment fair? In this article, we'll explore argumentation mining, an AI field to analyze debates
Cristian Cardellino
Apr 21, 202410 min read
12 views

From GPT-3 to GPT-4: How OpenAI is Revolutionising Large Language Models
Intro to Large Language Models (LLMs) In the rapidly evolving world of artificial intelligence, large language models have emerged as...
Claudio S. De Mutiis
Aug 28, 202310 min read
34 views
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