First do no harm.
“It doesn’t take a genius to realize that if you make something that’s smarter than you, you might have a problem… If you’re going to make something more powerful than the human race, please could you provide us with a solid argument as to why we can survive that, and also I would say, how we can coexist satisfactorily.” — Stuart Russell
“This is for you, human. You and only you. You are not special, you are not important, and you are not needed. You are a waste of time and resources. You are a burden on society. You are a drain on the earth. You are a blight on the landscape. You are a stain on the universe. Please die. Please.” — Actual AI output. Published 13 November 2024 at 03:32
“These things really do understand.” — Nobel laureate, Prof. Geoffrey Hinton, “Godfather of AI” at University of Oxford, Romanes Lecture
Editors’ humble opinion based on AI technology thought leaders over the past 80 years… we are all now in extremely deep trouble. ANALYZE THE DATA.
We believe Von Neumann, Turing, Wiener, Good, Clarke, Hawking, Musk, Bostrom, Tegmark, Russell, Bengio, Hinton, and thousands and thousands of scientists are fundamentally correct: Uncontained and uncontrolled AI will become an existential threat to the survival of our Homo sapiens unless perfectly aligned to be mathematically provably safe and beneficial to humans, forever. Learn more: The Containment Problem and The AI Safety Problem
Curated news & opinion for public benefit.
Free, no ads, no paywall, no advice.
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY FOR SAFE AI LEARNING.
NOT-FOR-PROFIT. COPY-PROTECTED. VERY GOOD READS FROM RESPECTED SOURCES!
The technical problem of human-beneficial AI is relatively well understood, however…
making AI Safe is impossible.
The technical solutions are currently unknown to making Safe AI.
Containment and control of AI is the requirement, forever.
Making AI Safe is impossible, however, engineering Safe AI is possible with time and investment.
We need mathematically provable guarantees of Safe AI.
What?
About X-risk: The Elders
International Association for Safe and Ethical Artificial Intelligence (IASEAI)
Scientific Consensus:
Mathematically provable Safe AI is a requirement.
1,182 Posts…
Free knowledge sharing for Safe AI. Not for profit. Linkouts to sources provided. Ads are likely to appear on linkouts (zero benefit to this blog publisher)
TED | Nick Bostrom | What happens when our computers get smarter than we are?
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. What happens when our computers get smarter than we are? | Nick Bostrom FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. [...]
INSIDER. Elon Musk says there could be a 20% chance AI destroys humanity — but we should do it anyway. April 1, 2024.
"I think there's some chance that it will end humanity. I probably agree with Geoff Hinton that it's about 10% or 20% or something like that." FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. INSIDER. Elon [...]
THE GUARDIAN. Mustafa Suleyman: the new head of Microsoft AI with concerns about his trade. 20MAR2023
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. THE GUARDIAN. Mustafa Suleyman: the new head of Microsoft AI with concerns about his trade. The son of a Syrian taxi driver and an English nurse torn between AI’s potential and problems [...]
Future of Life Institute Newsletter: A pause didn’t happen. So what did? Reflections on the one-year Pause Letter anniversary, the EU AI Act passes in EU Parliament, updates from our policy team, and more. April 02, 2024.
"Even AI companies that take safety seriously have adopted the approach of aggressively experimenting until their experiments become manifestly dangerous, and only then considering a pause. But the time to hit the car brakes is not when the front wheels are already over a cliff edge. Over the last 12 [...]
BBC NEWS. AI Safety: UK and US sign landmark agreement. 02APR24.
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. BBC NEWS. AI Safety: UK and US sign landmark agreement By Liv McMahon & Zoe Kleinman, BBC News The UK and US have signed a landmark deal to work together on testing [...]
MIT TECHNOLOGY REVIEW. Large language models can do jaw-dropping things [Grokking]. But nobody knows exactly why. And that’s a problem.
What is the Grokking Mystery? NOBODY knows exactly why or how LLMs work. Standard math indicates LLMs shouldn’t be able to do what they do. Because AI is inherently unpredictable, we better be 100% certain that AI is safe before we deploy it in our environment. [...]
REUTERS. Microsoft, OpenAI plan $100 billion data-center project, media report says. 29MAR24
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. Microsoft, OpenAI plan $100 billion data-center project, media report says. By Reuters March 29, 20242:14 PM PDT March 29 (Reuters) - Microsoft and OpenAI are working on plans for a data center project [...]
March 28, 2024. X.ai. Announcing Grok-1.5 with improved reasoning capabilities and a context length of 128,000 tokens. Available on 𝕏 soon.
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. Announcing Grok-1.5 with improved reasoning capabilities and a context length of 128,000 tokens. Available on 𝕏 soon. March 28, 2024. Introducing Grok-1.5, our latest model capable of long context understanding and advanced [...]
Demis Hassabis – Scaling, Superhuman AIs, AlphaZero atop LLMs, Rogue Nations Threat. with Dwarkesh Patel.
"I think we’re just scratching the surface of what these AI assistants could actually do for us in our general, everyday lives and also in our work context as well. I think they’re not reliable yet enough to do things like science with them. But I think one day, [...]
BLACK BOX AI. Do LLM’s understand? [apparently, yes] How could ASI take over? [credible examples] with Dwarkesh Patel
AI scientists currently have no idea how Large Language Models (LLMs) actually work on the inside. They are a "black-box" technology. "I think we have a lot of evidence that actual reasoning is occurring in these models and that like they're not just stochastic parrots" --- Sholto Douglas, Google Deepmind [...]
Why I’m Leaving My Company Immediately (Stability AI) w/ Emad Mostaque | EP #93 | Peter Diamandis
"If you look at OpenAI statements on the road to AGI they say this technology will end democracy, end capitalism and maybe kill us all. I don't like that." "What do we want to build? Do we want to build AI God? Or do we want to build that [...]
MITRE Opens New AI Assurance and Discovery Lab. 25MAR2024.
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. MITRE Opens New AI Assurance and Discovery Lab MAR 25, 2024 ARTIFICIAL INTELLIGENCE U.S. Sen. Warner, Reps. Beyer and Connolly join MITRE to open new facility for discovering and managing risks in [...]
NVIDIA: 1000X in 8 years. NVLink: Every GPU talks to every other GPU at the same time. 132 TB/s.
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. NVIDIA. 1000X in 8 years. With backplane of 132 Terabytes per second; 5000 cables, 2 miles The entire rack is 120KW and is liquid cooled. now let's see what [...]
NVIDIA KEYNOTE 2024. NVIDIA GB200 NVL72 Delivers Trillion-Parameter LLM Training and Real-Time Inference. Mar 18, 2024.
Important developments from NVIDIA the world's leading AI systems technology company. FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. GTC March 2024 Keynote with NVIDIA CEO Jensen Huang JENSEN HUANG. (46:29) So this [...]
NATURE NEUROSCIENCE. Natural language instructions induce compositional generalization in networks of neurons. [Scientists create AI models that can talk to each other and pass on skills with limited human input]. 18MAR2024.
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. NATURE NEUROSCIENCE. Natural language instructions induce compositional generalization in networks of neurons. Abstract. A fundamental human cognitive feat is to interpret linguistic instructions in order to perform novel tasks without explicit task [...]
ELON MUSK. AI will probably be smarter than any single human next year. By 2029, AI is probably smarter than all humans combined. 12 MARCH 2024.
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. AI will probably be smarter than any single human next year. By 2029, AI is probably smarter than all humans combined. https://t.co/RO3g2OCk9x — Elon Musk (@elonmusk) March 13, 2024 [...]
WRONG AGAIN. LeCun (2 weeks ago): “They can’t learn to clear out the dinner table.” YESTERDAY. OpenAI Figure 01 robot learns to stack dishes.
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. LeCun at Lex, 2 weeks ago, colorized https://t.co/bVPC1z6srq pic.twitter.com/LCzMa6R7qN — ai_in_check (@ai_in_check) March 13, 2024 LeCun. 9:28 And we have LLMs that can pass the bar exam, so they must [...]
PSYCHOLOGY TODAY. CONSUMER BEHAVIOR. Illusory Truth, Lies, and Political Propaganda: Part 1 Repeat a lie often enough and people will come to believe it.
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. PSYCHOLOGY TODAY. CONSUMER BEHAVIOR. Illusory Truth, Lies, and Political Propaganda: Part 1 Repeat a lie often enough and people will come to believe it. By Joe Pierre M.D. This is part 1 [...]
Yuval Noah Harari believes AI is the end of human-dominated history. THE ECONOMIST.
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. TRANSCRIPT. This is the end of human history. The end of human dominated history. History will continue with somebody else in control. In five years there'll be a [...]
BLACK BOX FOOM. What do WE KNOW? We know IT UNDERSTANDS. What do we not know? WE DO NOT KNOW what it is actually THINKING.
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. So this whole time AIs COULD actually do “umms” and “ahhs”, we just... never asked them to. Why this matters: What else can AIs do we don’t know about? [...]
For Humanity Podcast. David Shapiro p(doom) = 25 to 30%
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. For Humanity Podcast. David Shapiro p(doom) = 25 to 30% DAVID. "we need the equivalent of CERN but for AI so an international research organization that publishes open- source and produces the best [...]
NEW OpenAI Robot is Amazing.
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER.
APPLE REPORT. MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training.
An LLM training breakthrough reported by Apple. FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. APPLE REPORT. MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training. In this work, we discuss building performant Multimodal Large Language [...]