- Deep Neural Networks Don’t Lead Us Towards AGI - Dec 9, 2021.
Machine learning techniques continue to evolve with increased efficiency for recognition problems. But, they still lack the critical element of intelligence, so we remain a long way from attaining AGI.
AGI, Deep Learning, Google, Machine Learning
- Scaling human oversight of AI systems for difficult tasks – OpenAI approach - Oct 11, 2021.
The foundational idea of Artificial Intelligence is that it should demonstrate human-level intelligence. So, unless a model can perform as a human might do, its intended purpose is missed. Here, recent OpenAI research into full-length book summarization focuses on generating results that make sense to humans with state-of-the-art results that leverage scalable AI-enhanced human-in-the-loop feedback.
AGI, GPT-3, NLP, OpenAI, Summarization, Text Summarization
Surpassing Trillion Parameters and GPT-3 with Switch Transformers – a path to AGI? - Oct 1, 2021.
Ever larger models churning on increasingly faster machines suggest a potential path toward smarter AI, such as with the massive GPT-3 language model. However, new, more lean, approaches are being conceived and explored that may rival these super-models, which could lead to a future with more efficient implementations of advanced AI-driven systems.
AGI, Deep Learning, GPT-3, Transformer
- AGI and the Future of Humanity - Jul 13, 2021.
The possibilities for humanity's future very likely includes at least one in which computers will exceed human abilities. Artificial General Intelligence (AGI) does not necessarily have to be all doom and gloom. However, we must begin now to understand how this technical evolution might progress and consider what actions to take now to prepare.
AGI, AI, Threat to Humanity
- AI Books you should read in 2021 - May 27, 2021.
As of late, every year seems to be a "break-out" year for AI. So, it's time for you to get ready for the future in the age of automation. This collection of books will help you prepare for the many opportunities to come, many of which may not have yet been imagined.
AGI, AI, Books, Business, China, Singularity
An Introduction to AI, updated - Oct 28, 2020.
We provide an introduction to key concepts and methods in AI, covering Machine Learning and Deep Learning, with an updated extensive list that includes Narrow AI, Super Intelligence, and Classic Artificial Intelligence, as well as recent ideas of NeuroSymbolic AI, Neuroevolution, and Federated Learning.
AGI, AI, Beginners, Deep Learning, Machine Learning
- Introducing Brain Simulator II: A New Platform for AGI Experimentation - Apr 29, 2020.
A growing consensus of researchers contend that new algorithms are needed to transform narrow AI to AGI. Brain Simulator II is free software for new algorithm development targeted at AGI that you can experiment with and participate in its development.
AGI, AI, Brain, Neural Networks
- 3 Reasons Why We Are Far From Achieving Artificial General Intelligence - Apr 23, 2020.
How far we are from achieving Artificial General Intelligence? We answer this through the study of three limitations of current machine learning.
AGI, AI, Machine Learning
- The Current Hype Cycle in Artificial Intelligence - Feb 28, 2018.
Over the past decade, the field of artificial intelligence (AI) has seen striking developments. As surveyed in, there now exist over twenty domains in which AI programs are performing at least as well as (if not better than) humans.
AGI, AI, Deep Learning, History, Hype, Jobs, Machine Learning
- The AGI/Deep Learning Connection - Feb 1, 2018.
Also, deep learning would definitely prove to be an essential component to create truly intelligent machines but probably not enough alone.
AGI, AI, Gary Marcus, Yann LeCun
Top 10 TED Talks for Data Scientists and Machine Learning Engineers - Jan 10, 2018.
A comprehensive and diverse compilation of TED talks to understand the big picture of AI and Machine Learning.
AGI, AI, Anthony Goldbloom, Machine Learning, Nick Bostrom, TED, Zeynep Tufekci
- Artificial General Intelligence (AGI) in less than 50 years, say KDnuggets readers - Jan 5, 2018.
Artificial General Intelligence (AGI) will likely be achieved in less than 50 years, according to latest KDnuggets Poll. The median estimate from all regions was 21-50 years, except in Asia where AGI is expected in 11-20 years.
AGI, AI, Artificial Intelligence, Poll, Singularity
- Exclusive: Interview with Rich Sutton, the Father of Reinforcement Learning - Dec 5, 2017.
My exclusive interview with Rich Sutton, the Father of Reinforcement Learning, on RL, Machine Learning, Neuroscience, 2nd edition of his book, Deep Learning, Prediction Learning, AlphaGo, Artificial General Intelligence, and more.
AGI, AI, AlphaGo, DeepMind, Machine Learning, Neuroscience, Reinforcement Learning, Richard Sutton, Yann LeCun
- Deep Learning, Artificial Intuition and the Quest for AGI - Feb 20, 2017.
Deep Learning systems exhibit behavior that appears biological despite not being based on biological material. It so happens that humanity has luckily stumbled upon Artificial Intuition in the form of Deep Learning.
AGI, AI, Deep Learning, Machine Intelligence
