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AGI safety proposals keep trying to build a better cage. Here's why that's wrong, and what to do instead.

Every AGI safety proposal I've seen works the same way: assume the AI is dangerous, then build a box it can't escape from. The problem is obvious once you say it out loud. If the AI is smarter than us, it will escape the box. It just needs time. The whole field is basically an arms race between human engineers building walls and a hypothetical superintelligence looking for doors. That's a race we lose eventually. So here's a different question: what if instead of building a better cage, you ...
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A Response to Bernie's AI Wealth Fund Plan

Quick take on why the mechanism is the wrong tool even though the goal is right: A one-time 50% equity grab assumes today's leaders are the permanent winners. OpenAI could be the Netscape of this era and get displaced by a lab that doesn't exist yet. It never defines what an "AI company" even is. Alphabet is mostly an ad business that owns a top lab, Nvidia isn't a lab but makes most of the hardware, Salesforce is automating knowledge work without training its own models. Where's...
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Opus 4.8 Thinking keeps deteroriating on Hard Prompts English in LMArena (again)

Opus 4.6 Thinking keeps the #1 spot. Followed by Opus 4.7 Thinking (-15 points). Lastly, Opus 4.8 Thinking (-23 points compared to 4.6 Thinking). https://arena.ai/leaderboard/text/hard-prompts-english As a non-coder, I find the Hard Prompts (English) benchmark on LMArena to be the one that best matches my experience at work. It's probably more immune to benchmaxxing. Simple Bench also shows that 4.6 is the best model in the Opus family.
Can I Make Money Creating AI Videos Like This?
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Can I Make Money Creating AI Videos Like This?

Hi, I made this AI-generated video for "The Failed Ambush" Would you like to see Part 2? The AI didn't always interpret my prompts correctly, but I think some parts turned out pretty well. I'd love your feedback: Do you think I could become a professional AI video creator that people would pay for?
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Citing ā€˜severe’ math deficits, UC faculty demand a return to SAT tests for STEM applicants

https://www.latimes.com/california/story/2026-05-27/uc-math-professors-demand-return-of-sat-for-stem-admissions https://ucstudentsuccess.org/ In November, a UC San Diego Academic Senate work group report said it documented a roughly thirty-fold increase between 2020 and 2025 in incoming first-year students whose math skills tested below high school level. The report said 70% of those students fell below middle school levels." With newly widespread access to advanced LLM's, ther...
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Are there any large world models yet

I think that world models combined with deeper reasoning symbolic AI and making it an agent + using specialized LLMs to convert online text data into training data should be enough to achieve reliable AGI within years. Have there so far been any attempts to create a world model with its goal not being playing games or robotics but general reasoning in things like coding, math, spacial reasoning, social dynamics etc.? [link] [...
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Has anyone able to verify Amodei's warning that "AI could soon build itself"? We're talking about RSI (that's proto-AGI).

https://www.stuff.co.nz/world-news/360988348/anthropic-warns-ai-could-soon-build-itself-calls-slowdown All of these vague claims about RSI from the major AI labs are mostly self-reported. Has there been any corroboration from the outside? (Previously posted on r/Claude and r/Anthropic . Both got deleted by the mods shortly after. Seriously, you can's post anything these days.)
We've Been Wrong About Consciousness Every Time We've Been Asked. The Evidence Says AI Is Next.
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We've Been Wrong About Consciousness Every Time We've Been Asked. The Evidence Says AI Is Next.

I just published a piece that starts with a plant that broke something in how I think about the world and ends with what Anthropic found when they looked inside Claude. I'm not claiming AI is conscious. I don't know. Nobody does. That's the point. 124 scientists signed a letter calling the leading theory of consciousness pseudoscience. Their reason? It implies plants might be conscious. They used the conclusion as the refutation. In 2023. Meanwhile a vine with no brain is mimicking a plast...
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If Anthropic is serious about the AI pause

If this isn't about protecting their lead and the status quo they should open the weights of mythos/opus, or at least agree to allow every lab to continue working until they have a mythos-tier model. That's the only way they can be taken seriously on this matter.