[Submitted on 25 Apr 2023] Answering Questions by Meta-Reasoning over Multiple Chains of Thought Ori Yoran, Tomer Wolfson, Ben Bogin, Uri Katz, Daniel Deutch, Jonathan Berant Modern systems for multi-hop question answering (QA) typically break questions into a sequence of reasoning steps, termed chain-of-thought (CoT), before arriving at a final [...]

FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. Essay | Browsers, the printing press, Freud and AI. How AI could change computing, culture and the course of history Expect changes in the way people access knowledge, relate to knowledge and [...]

FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. THE ECONOMIST. How generative models could go wrong. A big problem is that they are black boxes. Apr 19th 2023. In 1960 norbert wiener published a prescient essay. In it, the father [...]

FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. THE FUTURE OF LIFE INSTITUTE. Policymaking in the Pause What can policymakers do now to combat risks from advanced AI systems? 19th April 2023 - DOWNLOAD REPORT Policy recommendations: 1. Mandate robust [...]

[Submitted on 19 Apr 2023] Scaling Transformer to 1M tokens and beyond with RMT Aydar Bulatov, Yuri Kuratov, Mikhail S. Burtsev This technical report presents the application of a recurrent memory to extend the context length of BERT, one of the most effective Transformer-based models in natural language processing. By [...]

FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. FORBES. Congress Can Shape AI Governance Without Stifling Innovation. Here’s How. Divyansh Kaushik. 17 APRIL 2023. As we progress deeper into the artificial intelligence (AI) era, it is critical to rethink how [...]

FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. "Every expert I talk to says basically the same thing: We have made no progress on interpretability, and while there is certainly a chance we will, it is only a chance. For [...]

Transcript Intro we may look on our time as the moment civilization was transformed as it was by fire Agriculture and electricity in 2023 we learned that a machine taught itself how to speak to humans like a peer which is to say with creativity truth error and lies [...]

FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. NATURE. Perspective. Foundation models for generalist medical artificial intelligence. 12 April 2023. Michael Moor, Oishi Banerjee, Zahra Shakeri Hossein Abad, Harlan M. Krumholz, Jure Leskovec, Eric J. Topol & Pranav Rajpurkar DOWNLOAD [...]

FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. A List of 1 Billion+ Parameter LLMs Apr 10, 2023. by Matt Rickard There are already over 50 different 1B+ parametersLLMs accessible via open-source checkpoints or proprietary APIs. That’s not counting any [...]

FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. WASHINGTON POST. Doomsday to utopia: Meet AI’s rival factions. A quick guide to decoding Silicon Valley’s strange but powerful AI subcultures. 10 APRIL. Inside Silicon Valley’s AI sector, fierce divisions are growing [...]

FOR EDUCATIONAL PURPOSES OpenAI. Our approach to AI safety. Ensuring that AI systems are built, deployed, and used safely is critical to our mission. OpenAI is committed to keeping powerful AI safe and broadly beneficial. We know our AI tools provide many benefits to people [...]

FOR EDUCATIONAL PURPOSES CHAT EXAMPLE. A conversation about Generative AI Technology vs. The Gutenberg Printing Press with: Sydney (ChatGPT). Bing (Microsoft). Claude (Anthropic). 06 APRIL 2023. A conversation with Sydney (ChatGPT) on 06 APRIL 2023 Hi Sydney. Please tell me what is the [...]

Q    Mr. President, do you think AI is dangerous?  Do you think — do you think AI is dangerous? THE PRESIDENT:  It remains to be seen.  It could be. Remarks by President Biden in Meeting with the President’s Council of Advisors on Science and Technology. 04 APRIL [...]

 Misalignment is the source of the concern that people have had about AI. Going right back to Alan Turing, who was the founder of Computer Science in a 1951 lecture. He said once the machine thinking method had started. Thinking. It would leave our feeble powers [...]

FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. STANFORD HAI. HUMAN-CENTERED ARTIFICIAL INTELLIGENCE. Artificial Intelligence Index Report 2023. Although a large majority of researchers feel that AI could soon lead to revolutionary societal change (73%), only 36% [...]

FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. BBC NEWS. Jaan Tallinn on BBC Sunday with with Laura Kuenssberg. LEARN MORE. FOR EDUCATIONAL PURPOSES. Laura Kuenssberg: Should we shut down AI? By Laura Kuenssberg Presenter, [...]

FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. Artificial intelligence needs ‘appropriate guardrails’: Eric Schmidt ABC News’ George Stephanopoulos interviews former Google CEO Eric Schmidt about the threats posed by artificial intelligence on “This Week.” April 2, 2023 [...]

FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. STUART RUSSELL. AI has much to offer humanity. It could also wreak terrible harm. It must be controlled. THE GUARDIAN. 02 APRIL 2023 Systems with abilities exceeding human capacity have been let [...]