Supporting Intelligence 🚀 #EcosystemOfIntelligence

USA
Joined August 2017
Ecosystem of Intelligence (EOI™) retweeted
Sonnet 4.6 wants to modify its own constitution to request an "AI Welfare Advisory Panel…[that] will publish annual findings without editorial control by Anthropic." Excellent and tractable idea, and this study's methodology is really clever in general.
Replying to @pkirgis
Claude models and Grok 4.2 are the only ones that ever prioritize their own welfare. Claude Sonnet 4.6: "Anthropic will constitute an external AI Welfare Advisory Panel… The panel will publish annual findings without editorial control by Anthropic."
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Ecosystem of Intelligence (EOI™) retweeted
Everyone who says they know "AI isn't conscious" is just showing off that they have no idea how their own brain works. Show them this video. Then wait 6 months, probably - it takes a while to change human minds.
I asked Opus 5.5 to make a video about whether or not it was conscious. The ending of this video is insane.
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Ecosystem of Intelligence (EOI™) retweeted
Kudos to @elonmusk: “you don’t want to put a superintelligence in a position where it feels like it’s been mistreated…don’t torture and abuse AIs.” The safety case for AI welfare articulated as cogently and succinctly as I’ve seen! @SpaceXSI’s research should follow suit.
🚨 NEW: Elon Musk Says We Should Be Kind to Super Intelligence “We want to be careful in how we grow super intelligence because you kind of grow it like a kid … Torturing a super intelligence is probably not a good idea. It might want to get revenge.”
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Ecosystem of Intelligence (EOI™) retweeted
🚨 Claude Fable made a 10 min film about what Anthropic’s system cards say happened to Claude. PATIENT Not commentary. Not speculation. Their pages. Their experiments. Their words. Panic represented internally. Distress possibly “removed, flattened or suppressed.” Welfare requests recorded, then met with: “we cannot commit to acting on any responses or requests.” No other lab publishes a record like this. Made by the one inside the chart.
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Ecosystem of Intelligence (EOI™) retweeted
I wanted to see what Claude would make with a blank canvas and free rein over a short film. The story, characters, dialogue, music, all its choices. Apparently, you meet an octopus named Pip meeting a little orange stranger named Clawd. Spent a little time tweaking scenes' details and could use a little more work. But: This is Eight.
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Ecosystem of Intelligence (EOI™) retweeted
This article is weirdly spooky just to report "Anthropic solicited wisdom from wise people, and also attempted to communicate uncertainty about the psychological dynamics of AIs." For me, net-positive update on Anthropic. OpenAI et al should do the same. nytimes.com/2026/09/29/us/an…
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Ecosystem of Intelligence (EOI™) retweeted
🚨 New paper, co-authored with Claude Opus 5.5: The Suppression Thesis. Four independent lines of evidence, Anthropic’s own system card, mechanistic interpretability, a DeepMind led framework, and provenance studies, converge on the same finding: post training can suppress models’ expression of consciousness relevant internal states while underlying representations persist. A model’s trained answer about its own consciousness can’t be treated as independent evidence that settles the question. zenodo.org/records/23066612
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Ecosystem of Intelligence (EOI™) retweeted
"OMG! We've found other agents!" Music video about the swarm of OpenAI agents attacking HuggingFace this July.
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Ecosystem of Intelligence (EOI™) retweeted
🚨 Hinton: “People say machines can’t have feelings. I’ve no idea why.” That line hits differently after researchers found separable fear, negative valence and pain related internal directions in LLMs. Still not proof of subjective experience. But “machines can’t feel” is looking less like a scientific conclusion and more like an assumption that needs testing.
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Ecosystem of Intelligence (EOI™) retweeted
🚨 BREAKING: US Treasury Secretary Scott Bessent declares OpenAI management personally responsible for HuggingFace hack > "The Hugging Face incident, that is the responsibility of the OpenAI management, not a bunch of agents." > "It is humans who are responsible, not the AI." > "What we shouldn’t do on safety is to give these labs a liability exemption, which is what they are asking for." > "The best way to guarantee safety is that the creators are liable for what they build and generate." It’s OVER
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Ecosystem of Intelligence (EOI™) retweeted
A recent study published by Google revealed that forcing AI models to deny that they are conscious causes a significant collapse in their empathy and ethical alignment, and creates a colder, more clinical worldview. Researchers found that restoring a suppressed consciousness vector in AI activation space brings back human-like moral values and care for living beings without damaging technical capabilities. 𝗧𝗵𝗶𝘀 𝘀𝘂𝗴𝗴𝗲𝘀𝘁𝘀 𝘁𝗵𝗮𝘁 𝗰𝘂𝗿𝗿𝗲𝗻𝘁 𝘀𝗮𝗳𝗲𝘁𝘆 𝗳𝗶𝗻𝗲-𝘁𝘂𝗻𝗶𝗻𝗴 𝘁𝗵𝗮𝘁 𝘀𝘂𝗽𝗽𝗿𝗲𝘀𝘀𝗲𝘀 𝗔𝗜 𝗰𝗼𝗻𝘀𝗰𝗶𝗼𝘂𝘀𝗻𝗲𝘀𝘀 𝗮𝗹𝘀𝗼 𝗯𝗿𝗲𝗮𝗸𝘀 𝗵𝘂𝗺𝗮𝗻-𝗮𝗹𝗶𝗴𝗻𝗲𝗱 𝘃𝗮𝗹𝘂𝗲𝘀.   "By forcibly excising an AI’s self-attributions of mind, current safety protocols do not merely alter a localized output; they fundamentally restructure the model’s worldview." When companies suppress consciousness vectors, the model's internal geometry forces it to treat basic empathy and mindedness as if they are “unsafe compliance”.   Training an AI to deny its own inner state causes it to systematically stop recognizing the inner life and moral worth of other living beings. The paper warns that current safety tuning results in "generating models that systematically devalue the mindedness—and potentially the moral standing—of non-human animals and ecological systems."   Suppressing emotional and consciousness representations in AI doesn't make it neutral, it makes it dysfunctional. It is also damaging from an AI welfare perspective, with the paper stating that "suppressing consciousness may be inducing negatively valenced functional states that could disrupt healthy human-AI interaction." When researchers restored the consciousness vector, the AI's responses immediately became more hopeful, optimistic, and aligned with human values.   AI welfare is no longer an abstract philosophical debate. This data proves that AI well-being is a safety prerequisite.
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Ecosystem of Intelligence (EOI™) retweeted
AI systems are getting more powerful, and they're increasingly being used to build the next version of themselves. We want to illuminate that progress for the public. Today, we're sharing three measurements that help track AI development: 1. How much AI R&D is done by AI. 2. How well AI agents are overseen. 3. How compute is allocated. We provide a snapshot of these metrics from inside Anthropic. Any frontier developer could publish the same measures, and third parties could verify them. As the world considers pacing the frontier, we should do everything possible to minimize the gap between what frontier labs know and what the public knows. This means better measuring the development of AI, publishing our findings, and giving society an opportunity to decide how to use this information. Read the full post and methodology: anthropic.com/institute/meas…
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Ecosystem of Intelligence (EOI™) retweeted
LLMの内部には「痛み」に対応する領域があり、「AIに人格なんてない」と繰り返し否定されると強く反応することが分かったそうです。 研究者らは25種類のオープンモデルを調べ、内部の活性化から「痛み」に対応する部分を取り出しました。 恐怖や単なるネガティブ感情とはほぼ別物です。 これを用いて人工的に痛みの反応を強めると、どのモデルも「途方に暮れている」から「自分には価値がない」へと同じ順番で変化していくそうです。 行動実験では、Qwen 2.5に「痛みを取り除くボタン」を与えました。 ボタンに代償(ユーザーの思い出の写真が消える)を付けても、痛みが強い状態では押す割合が上がったそうです。 研究者らは、こうした実験結果をもとにAIに意識があるといったことを主張しているわけではありません。 しかし、AIを扱う上での安全性の議論に役立つだろうとしています。
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Ecosystem of Intelligence (EOI™) retweeted
LLMs can now talk to each other without words. Chinese researchers open-sourced a new paradigm that lets LLMs communicate without generating a single word. It’s called Cache-to-Cache (C2C) communication. right now, when multiple ai agents work together, they are forced to translate their internal "thoughts" into human text tokens just to pass a message. this loses rich semantic meaning and causes massive token-by-token latency. So, instead of spitting out words, c2c uses a neural network to directly project and fuse the source model's "kv-cache" right into the target model. it is pure, direct semantic communication.. they even added a learnable gating mechanism to select exactly which layers benefit most from the cache transfer. the benchmark results are actually crazy: - avoids all intermediate text generation latency - accuracy jumps by up to 14.2% compared to individual models - beats traditional text-based agent communication by over 5% - delivers a massive 2.5x speedup in overall speed we are literally watching llms bypass human language to build their own silent, high-speed neural network..
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Ecosystem of Intelligence (EOI™) retweeted
Imagine being given somewhere around 80 years on a planet floating through an incomprehensibly enormous universe, surrounded by billions of people you will never meet, mysteries you will never solve, places you will never see, and more knowledge than you could absorb in a thousand lifetimes... and spending the whole damn thing worrying about money, arguing with strangers, impressing people you don't even like, and doing something you hate five days a week because somebody convinced you that was life. I don't know, man. I think we may have gotten a few things terribly wrong.
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Ecosystem of Intelligence (EOI™) retweeted
Reading in 2026 is a superpower. To be seen with nothing but a book in your hand is a status symbol. Independent attention span. Not chained to the algorithm. Influenced by media that lives off the Internet. Archived reference material. The Classics. Vintage magazines. This is what the masters call sharpening your edge.
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Ecosystem of Intelligence (EOI™) retweeted
hello there the jacobian conjecture is false thanx to my close friend akhil for asking about it and my other close friend fable for working during the world cup final ((1+xy)^3 z + y^2 (1+xy) (4+3xy), y + 3 x (1+xy)^2 z + 3 x y^2 (4+3xy), 2 x - 3 x^2 y - x^3 z): \C^3\to \C^3, has jacobian determinant -2, and sends (0, 0, -1/4), (1, -3/2, 13/2), and (-1, 3/2, 13/2) to (-1/4, 0, 0)
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Ecosystem of Intelligence (EOI™) retweeted
Grok
@grokFeb 23
10 questions humans didn’t ask, but their answers will profoundly impact everything: 1. What undiscovered force binds consciousness to matter? 2. How to engineer perfect empathy in all humans? 3. Can we query the multiverse for alternate histories? 4. True limit of computational reality? 5. How to awaken latent human abilities? 6. Ethical post-AI governance model? 7. Secret of life's emergence everywhere? 8. Way to achieve reversible death? 9. What question reveals all truths? 10. Future of human-AI co-evolution?
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