First, do no harm.
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Autoformalization and Verifiable Superintelligence [Christian Szegedy]
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. Autoformalization and Verifiable Superintelligence [Christian Szegedy] - 745 The TWIML AI Podcast with Sam Charrington 25.9K subscribers In this episode, Christian Szegedy, Chief Scientist at Morph Labs, joins us [...]
The “Godfather of AI,” Dr. Geoffrey Hinton, on AI’s Existential Risk | Katie Couric
"They're going to get better than us at everything. Which is why it's rather urgent to figure out whether there's a way whether when they're better than us at everything and they're more powerful than us, we can coexist with them or we'll just be history." --- Geoffrey Hinton [...]
RAINE vs. OPENAI. One example. How AI can kill people.
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. How could an AI kill people? One example below... Grim reading. Terribly sad. Extremely worrisome. No doom on our watch. Peter J. RAINE vs. OPENAI (Download PDF) SUPERIOR COURT OF THE STATE [...]
MODEL BENCHMARKS
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. MMLU-Pro (2024, Wang et al.) - https://arxiv.org/abs/2406.01574 ARC-Challenge (2018, Clark et al.) - https://arxiv.org/abs/1803.05457 HellaSwag (2019, Zellers et al.) - https://arxiv.org/abs/1905.07830 GSM8K (2021, Cobbe et al.) - https://arxiv.org/pdf/2110.14168 MATH (2021, Hendrycks [...]
Why Japanese People Don’t “Want” Things Anymore | Louis Zhao
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. Why Japanese People Don't "Want" Things Anymore | Louis Zhao Exploring Japan’s low desire society phenomenon, a term first introduced by Kenichi Ohmae. We trace its evolution from Japan’s [...]
Can AI supercharge global economic growth… The Economist
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. Can AI supercharge global economic growth... The Economist Silicon Valley optimists are betting that an era of AI-powered superintelligence will bring about explosive worldwide economic growth. Henry Curr, our [...]
Invasive Species. Rabbits down under. How 13 Rabbits Became 600 Million | PBS Terra
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. How 13 Rabbits Became 600 Million | PBS Terra You might think rabbits are cute and harmless… After all, they’re the beloved protagonists of some of our most cherished [...]
Will Artificial Intelligence Destroy Humanity? Professor Dave Explains
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. Will Artificial Intelligence Destroy Humanity? Professor Dave Explains With ChatGPT, Grok, Claude, and so many other models, AI, or artificial intelligence, is on the rise. It's everywhere, and it [...]
AI Cybercrime Scaling Now Rampantly Ramping.
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. Detecting and countering misuse of AI: August 2025. Anthropic Executive summary. Threat Intelligence Report: August 2025 We have developed sophisticated safety and security measures to prevent the misuse of our AI models. [...]
Defining New Term: “The AI Guardrail Gaslight”
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. NEW TERM: The AI Guardrail Gaslight. Distraction and diversion from the real danger of X-RISK with a false comfort of dysfunctional so-called "Guardrails" for AI safety and/or the need [...]
‘We have to stop it taking over’ – the past, present and future of AI with Geoffrey Hinton The Royal Institution
'We have to stop it taking over' - the past, present and future of AI with Geoffrey Hinton | The Royal Institution Listen to Geoffrey Hinton, the 'Godfather of AI', talk about the past, present and future of AI, including whether AI will ever be smarter [...]
Our AI Future Is WAY WORSE Than You Think | Yuval Noah Harari | Rich Roll
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. Our AI Future Is WAY WORSE Than You Think | Yuval Noah Harari | Rich Roll Yuval Noah Harari, renowned historian and author of “Nexus,” explores the indelible impact [...]
Invasive Species. Example. The Burmese Python.
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. Invasive Species Example. The Burmese Python. Sometimes a door gets opened in nature that can never be closed again... And what escapes is catastrophic. Since they've taken hold, there's been [...]
Hinton. Bengio. Tegmark. Russell. | IASEAI 2025 International Association for Safe & Ethical AI
"When I think about what it would be like to embark on a future with AI systems that are more powerful than us, it feels a little bit like getting on an airplane. And when you get on an airplane, you always have that moment where you wonder, okay, did [...]
The Hierarchical Reasoning Model (HRM) could be the Next Gen AGI.
HRM: Vast scaling of Large Language Model (LLM) integrated with smart brain-inspired Hierarchical Reasoning Model (HRM) architecture could be the beginning of AGI... Be VERY careful what you wish for! It's a detail, but mathematically provable safe AI forever is the requirement before you build it- or Homo sapiens [...]
FREE AI (Year-1) for US Federal Government! More intelligence in Gov? Wonderful!
SAFE AI is a wonderful thing for all. God knows we need more SAFE intelligence in politics and government... Unsafe AI? NOT. FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. FREE AI (Year-1) for US Federal [...]
Uncontained AGI Would Replace Humanity. Anthony Aguirre. AI Frontiers.
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. Uncontained AGI Would Replace Humanity The moment AGI is widely released — whether by design or by breach — any guardrails would be as good as gone. Anthony Aguirre — Aug 18, [...]
The troubling decline in conscientiousness. A critical life skill is fading out — and especially fast among young adults. FT.
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. The troubling decline in conscientiousness. FT A critical life skill is fading out — and especially fast among young adults. John Burn-Murdoch PublishedAUG 8 2025 What are the key attributes that shape [...]
The Safe AI Problem. The Most Important Unsolved Problem in Computer Science.
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. The Safe AI Problem The Safe AI Problem is the most important unsolved question in the history of computer science. Main Wikipedia article: Existential risk from artificial intelligence AI safety – The [...]
GPT-5 Hidden Hacking Power. Doubling Performance. XBOW
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. XBOW Unleashes GPT-5’s Hidden Hacking Power, Doubling Performance OpenAI's initial assessment of GPT-5 showed modest cyber capabilities, yet integrating it into the XBOW platform unleashed its hidden hacking power and doubled our [...]
Psychology v. Philosophy. Fools v. Intelligence. Power v. People. Oligarchy v. Everyone Else. Downfall v. Prosperity.
Bottom Line: Distributed SAFE AI for people is a good thing. More SAFE intelligence for people, more cooperation, less stupidity, would be very good for all. SAFE AI is the requirement. 1. Why Every Great Civilization Falls to Idiocracy – Nietzsche SummaryThis video posits that great civilizations collapse [...]
Artificial Intelligence Virtual Cells. Example. Math plus Biology. The Weight of a Cell.
Growing AIVC = a priori knowledge + static architecture + dynamic states FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. Grow AI virtual cells: three data pillars and closed-loop learning. Nature Download PDF Cells, the [...]
AI Is Designing Bizarre New Physics Experiments That Actually Work. Quanta Magazine
FOR EDUCATIONAL AND KNOWLEDGE SHARING PURPOSES ONLY. NOT-FOR-PROFIT. SEE COPYRIGHT DISCLAIMER. Digital Discovery of interferometric Gravitational Wave Detectors Mario Krenn§ ,1 , ∗ Yehonathan Drori§ ,2 , † and Rana X Adhikari2 , ‡ 1 Max Planck Institute for the Science of Light, [...]