2022 Expert Survey on Progress in AI. 03 AUGUST 2022 48% of respondents gave at least 10% chance of an extremely bad outcome We contacted approximately 4271 researchers who published at the conferences NeurIPS or ICML in 2021. These people were selected by taking all of the authors at those [...]

Interpretability vs Neuroscience by Christopher Olah Six major advantages which make artificial neural networks much easier to study than biological ones. Posted on March 12th, 2021 This article is a rough note. Writing rough notes allows me share more content, since polishing takes lots of time. While I hope it's [...]

George Carlin. "Never underestimate the power of stupid people in large groups."

DEMIS. I think there's going to be some amazing advances in biology built on top of things like alpha fold. We're already seeing that with the community doing that after we've open sourced it and released it um and uh you know i also i [...]

U.S. DEPARTMENT OF DEFENSE RESPONSIBLE ARTIFICIAL INTELLIGENCE STRATEGY AND IMPLEMENTATION PATHWAY - UNCLASSIFIED Prepared by the DoD Responsible AI Working Council in accordance with the memorandum issued by Deputy Secretary of Defense Kathleen Hicks on May 26, 2021, Implementing Responsible Artificial Intelligence in the Department of Defense. June 2022 [...]

FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. We Can Make COVID-19 the Last Pandemic | Bill Gates | TED | 22 APRIL 2022 "The IMF estimates that COVID has cost nearly 14 trillion dollars. And [...]

THE WHITE HOUSE. Cancer Moonshot CANCER MOONSHOT Share Your Actions Share Your Stories & Ideas Your Stories Events and Webinars Fact Sheets Fact Sheet: President Biden Reignites Cancer Moonshot to End Cancer as We Know It Biden-Harris Administration Sets Goal of Reducing Cancer [...]

FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. This could be our future, unless we agree to prohibit lethal autonomous weapons. To learn what Slaughterbots are, how they pose a risk, and what solutions are available, visit [...]

Final Report. National Security Commission on Artificial Intelligence (NSCAI) Executive Summary The Final Report presents the NSCAI’s strategy for winning the artificial intelligence era. The 16 chapters explain the steps the United States must take to responsibly use AI for national security and defense, defend [...]

NATIONAL ARTIFICIAL INTELLIGENCE INITIATIVE OVERSEEING AND IMPLEMENTING THE UNITED STATES NATIONAL AI STRATEGY The National Artificial Intelligence Initiative (NAII) was established by the National Artificial Intelligence Initiative Act of 2020 (NAIIA) (DIVISION E, SEC. 5001) – bipartisan legislation enacted on January 1, 2021. The main purposes of the initiative [...]

FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. Kubeflow. MLOps open-source tool by Google on top of Kubernetes Almost immediately after Kubernetes established itself as the standard for working with a cluster of containers, Google created [...]

Zoom In: An Introduction to Circuits By studying the connections between neurons, we can find meaningful algorithms in the weights of neural networks - OpenAI. March 10, 2020 Zoom In: An Introduction to Circuits By studying the connections between neurons, we can find meaningful algorithms in the weights of neural [...]

FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. STUART RUSSELL. Human Compatible: Artificial Intelligence and the Problem of Control. 2019. Amazon. "The most important book on AI this year." --The Guardian "Mr. Russell's exciting book goes deep, while sparkling with [...]

FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. The Bitter Lesson. Rich Sutton. March 13, 2019. The biggest lesson that can be read from 70 years of AI research is that general methods that leverage computation are ultimately the most [...]

FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. Will MacAskill | Effective Altruism | What are the most important moral problems of our time? FOR EDUCATIONAL AND KNOWLEDGE [...]

FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. TED | What happens when our computers get smarter than we are? | Nick Bostrom | 27 APRIL 2015 TED | How civilization could destroy itself -- and 4 ways we could prevent [...]

FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. VANITY FAIR. Elon Musk: Artificial Intelligence Could Wipe Out Humanity. 09 Oct 2014.  FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE [...]

FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. Stephen Hawking: 'Transcendence looks at the implications of artificial intelligence - but are we taking AI seriously enough?' - THE INDEPENDENT - 01 MAY 2014 FOR EDUCATIONAL PURPOSES Success in creating AI [...]

FOR EDUCATIONAL PURPOSES I. J. Good speculated, 58 years ago, in 1965 that artificial general intelligence might bring about an intelligence explosion: 'Let an ultraintelligent machine be defined as a machine that can far surpass all the intellectual activities of any man however clever. Since [...]

INTELLIGENCE DID NOT TURN OUR WELL FOR CHIMPS. The Chimpanzee (Pan troglodytes) shares over 98.8% the same DNA as Humans (Homo sapiens) - BMC Genomics WWF estimates: In 2023, the Chimpanzee population is estimated at 172,700 to 299,700 In 1900, the Chimpanzee population was estimated at 2,000,000 The current [...]