3 Principles for Creating Safer AI

3 Principles for Creating Safer AI

In this TED talk, Stuart Russell talks about the three rules to make AI safe for humanity. Details
Neural Networks that Empower Digital Artists

Neural Networks that Empower Digital Artists

The YouTube channel "Two Minute Papers" explores how neural networks can help artists be more creative. Details
How Neural Networks Learn (Part 2)

How Neural Networks Learn (Part 2)

In this video, Arxiv continues his dive into the world of adversarial examples: images specifically engineered to fool neural networks into making completely wrong decisions! This... Details
How Neural Networks Learn (Part 1)

How Neural Networks Learn (Part 1)

Interpreting what neural networks are doing is a tricky problem. In fact, they are often referred to as a "black box." In this video Arxiv... Details
Fusing AI and Data Visualization in Power BI

Fusing AI and Data Visualization in Power BI

In this session from Ignite 2018, the Microsoft Mechanics explore the fusing of AI into Power BI and what that means for the future of data visualization.... Details
Changes in TensorFlow 2.0

Changes in TensorFlow 2.0

Aurélien Géron has provided a brief overview of what's coming in TensorFlow 2.0 such as eager execution by default, simple tools for graph mode, more object-oriented... Details
Overcoming Sparse Rewards in Reinforcement Learning

Overcoming Sparse Rewards in Reinforcement Learning

This video, a follow up from his intro video on reinforcement learning, Arxiv dives into three advanced papers that address the problem of the sparse... Details
Mathematics of Dopamine

Mathematics of Dopamine

In this video, Siraj Raval explores how key reinforcement learning algorithms help explain how the human brain works, specifically through the lens of the neurotransmitter known... Details
Comparing Humans with the Best Reinforcement Learning Algorithms

Comparing Humans with the Best Reinforcement Learning Algorithms

By leveraging powerful prior knowledge about how the world works, humans can quickly figure out efficient strategies in new and unseen environments. Currently, even state-of-the-art... Details
It’s Getting Harder to Spot Deep Fake Videos

It’s Getting Harder to Spot Deep Fake Videos

As the quality of deep fakes get better and they continue to get easier and faster to make, the technology's potential for harm grows ever... Details