First, do no harm.
IN FACT: “These things really do understand.”— Nobel laureate, Prof. Geoffrey Hinton, “Godfather of AI” at University of Oxford, Romanes Lecture
OBVIOUSLY: “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.“ — Prof. Stuart Russell
TEAM HUMAN: “I’m on Team Human. AI for humans, not AGI. Let’s build AI systems with goals we can confidently control.”— Prof. Max Tegmark, Future of Life Institute
STEER CLEAR: “There are different paths that we can take… if a ship is heading for an iceberg, you might not be able to pull the brakes and just stop, and you might not want to stop because you want the ship to keep going, you want to get to your destination. But you can steer away from the iceberg. And as I see it this road toward AGI like very autonomous human replacement which then leads to Super-intelligence, that’s the iceberg. We don’t have to go there.”— Prof. Anthony Aguirre, Keep the Future Human
FOR EXAMPLE: “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 Nov. 2024 at 03:32
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.
Scientific Consensus:
Mathematically provable Safe AI is the requirement.
What?
About X-risk: The Elders
International Association for Safe and Ethical Artificial Intelligence (IASEAI)
Summary of A-G-I and superintelligence governance via liability and regulation. Liability is highest, and regulation strongest, at the triple-intersection of Autonomy, Generality, and Intelligence. Safe harbors from strict liability and strong regulation can be obtained via affirmative safety cases demonstrating that a system is weak and/or narrow and/or passive. Caps on total Training Compute and Inference Compute rate, verified and enforced legally and using hardware and cryptographic security measures, backstop safety by avoiding full AGI and effectively prohibiting superintelligence. By Anthony Aguirre, How Not To Build AGI, Keep the future human.
1,369 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)
Accelerating Scientific Discovery with AI – lecture by Sir Demis Hassabis | CambridgeComputerLab
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“Enigma is the most difficult problem in the world.” — Alan Turing (1941). Solved by Alan Turing in 1942.
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FMF Announces First-Of-Its-Kind Information-Sharing Agreement. Frontier Model Forum. 28th March 2025
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Anthropic Research. Tracing the thoughts of a large language model. [HINT: “These things really do UNDERSTAND” Geoffrey Hinton]
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Teach your Children. What Leaders Say About AI.
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. Download Quotes & Sources What leaders say about AI AI Industry Leaders Sam Altman - CEO, OpenAI “Development of superhuman machine intelligence (SMI) is probably the greatest [...]
Anthropic Control of highly-capable AI systems is currently a “hope” at the “idea” stage.
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The Center for AI Safety. Statement on AI Risk. AI experts and public figures express their concern about AI risk. (2023)
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. AI experts, journalists, policymakers, and the public are increasingly discussing a broad spectrum of important and urgent risks from AI. Even so, it can be difficult to voice concerns about some of advanced AI’s most [...]
Why we should build Tool AI, not AGI | Max Tegmark at WebSummit 2024 | Future of Life Institute
"I'm on team human. I'm going to fight for the right of my one-year-old son to have a meaningful future, even if some digital eugenics dude feels that his robots are somehow more worthy." --- Max Tegmark FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. [...]
How To Prevent The AI Apocalypse
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REPORT. Utility Engineering. Analyzing and Controlling Emergent Value Systems in AIs
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. REPORT. Utility Engineering. Analyzing and Controlling Emergent Value Systems in AIs Abstract As AIs rapidly advance and become more agentic, the risk they pose is governed not only by their capabilities [...]
Keep the Future Human (with Anthony Aguirre) | Future of Life Institute
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. Keep the Future Human (with Anthony Aguirre) | Future of Life Institute We stand at a pivotal moment - humanity is on the brink of developing [...]
The 10 Levels of Artificial Intelligence | AI Uncovered
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. The 10 Levels of Artificial Intelligence | AI Uncovered Did you know that artificial intelligence (AI) isn’t just one thing—it’s a spectrum of capabilities that range [...]
Fareed’s Take: Trump’s misguided push for a ‘manufacturing comeback’ CNN
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. Fareed’s Take: Trump’s misguided push for a ‘manufacturing comeback’ CNN Here's my take. At the heart of the Trump administration's policies is one overarching goal. [...]
OpenAI Just Admitted They cant Control AI… TheAIGRID
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. Chain-of-thought (CoT) reasoning models “think” in natural language understandable by humans. Monitoring their “thinking” has allowed us to detect misbehavior such as subverting tests in coding tasks, deceiving users, [...]
Vibe Coding Is The Future | Y Combinator
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. "I just see stuff, say stuff, run stuff, and copy-paste stuff, and it mostly works," Andrej Karpathy—co-founder of OpenAI, former AI director at Tesla Breaking News: "I just see stuff, [...]
Leading cyber security companies
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. Leading cyber security companies 1Password. Password management A10 Networks. DDoS protection Astra. Website security Auth0. Identity management Avast. Global leader Barracuda Networks. Data protection Bitdefender. Multi-layer defense Broadcom Corporation. Hybrid security solutions [...]
Towards Safe and Honest AI Agents with Neural Self-Other Overlap. Reducing LLM deception at scale with self-other overlap (SOO) fine-tuning
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. Reducing LLM deception at scale with self-other overlap (SOO) fine-tuning Towards Safe and Honest AI Agents with Neural Self-Other Overlap Abstract As AI systems increasingly make critical decisions, deceptive AI poses a [...]
Google Research. Deciphering language processing in the human brain through LLM representations
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. Deciphering language processing in the human brain through LLM representations March 21, 2025 Mariano Schain, Software Engineer, and Ariel Goldstein, Visiting Researcher, Google Research Large Language Models (LLMs) optimized for predicting subsequent [...]
On Great Ideas (IP). William James (1842 – 1910)
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. “A great idea goes through three stages on its way to acceptance: 1) it is dismissed as nonsense, 2) it is acknowledged as true, but insignificant, 3) finally, it is seen to [...]
Nvidia CEO Huang: Our country should invest in AI and apply regulations where it makes sense | CNBC Television
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. "What we announced yesterday is that we're going to take AI infrastructure into two new industries. One is enterprise IT half of the world's CapEx is in enterprise enterprises... and it's the [...]
The Darkside of AI – Transhumanism and the War Against Humanity | Academy of Ideas
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. The Darkside of AI – Transhumanism and the War Against Humanity | Academy of Ideas The most intelligent inhabitants of that [...]