Jesus Rodriguez

Jesus Rodriguez is currently a CTO at Intotheblock. He is a technology expert, executive investor and startup advisor. Jesus founded Tellago, an award winning software development firm focused helping companies become great software organizations by leveraging new enterprise software trends.

Inside DeepMind’s New Efforts to Use Deep Learning to Advance Mathematics

By Jesus Rodriguez, Intotheblock on December 10, 2021 in Deep Learning, DeepMind, Mathematics
Using deep learning techniques can help mathematicians develop intuitions about the toughest problems in the field.
Building Massively Scalable Machine Learning Pipelines with Microsoft Synapse ML

By Jesus Rodriguez, Intotheblock on November 30, 2021 in Machine Learning, Microsoft, Pipeline, Scalability
The new platform provides a single API to abstract dozens of ML frameworks and databases.
OpenAI’s Approach to Solve Math Word Problems

By Jesus Rodriguez, Intotheblock on November 9, 2021 in GPT-3, Mathematics, NLP, OpenAI
OpenAI's latest research aims to solve math word problems. Let's dive a bit deeper into the ideas behind this new research.
A First Principles Theory of Generalization

By Jesus Rodriguez, Intotheblock on November 4, 2021 in Neural Networks, Research, UC Berkeley
Some new research from University of California, Berkeley shades some new light into how to quantify neural networks knowledge.
The Architecture Behind DeepMind’s Model for Near Real Time Weather Forecasts

By Jesus Rodriguez, Intotheblock on October 5, 2021 in Architecture, DeepMind, Real-time, Weather
Deep Generative Model of Rain (DGMR) is the newest creation from DeepMind which can predict precipitation in short term intervals.
How Many AI Neurons Does It Take to Simulate a Brain Neuron?

By Jesus Rodriguez, Intotheblock on September 13, 2021 in AI, Brain, Human Intelligence, Humans vs Machines
A new research shows some shocking answers to that question.
Five Key Facts About Wu Dao 2.0: The Largest Transformer Model Ever Built

By Jesus Rodriguez, Intotheblock on September 6, 2021 in AI, NLP, Transformer
The record-setting model combines some clever research and engineering methods.
Behind OpenAI Codex: 5 Fascinating Challenges About Building Codex You Didn’t Know About

By Jesus Rodriguez, Intotheblock on September 3, 2021 in Codex, NLP, OpenAI
Some ML engineering and modeling challenges encountering during the construction of Codex.
DeepMind’s New Super Model: Perceiver IO is a Transformer that can Handle Any Dataset

By Jesus Rodriguez, Intotheblock on August 11, 2021 in DeepMind, Modeling, Transformer
The new transformer-based architecture can process audio, video and images using a single model.
How DeepMind Trains Agents to Play Any Game Without Intervention

By Jesus Rodriguez, Intotheblock on August 4, 2021 in Agents, AI, DeepMind, Games
A new paper proposes a new architecture and training environment for generally capable agents.

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