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The ambition should not be merely to build something more intelligent than us. It is to build Intelligence Systems through which we produce more intelligence together. x.com/i/article/2105…
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The Natural Intelligence of a Pond
If we shift our perspective and understand how intelligence systems actually work, we can see the path ahead for artificial intelligence systems is much more like a natural ecosystem than an engineered tower.
Let’s consider the intelligence of a natural ecosystem like a pond. A country pond has no central authority. Its health and stability emerge from the dynamic interactions of water, sunlight, bacteria, plants, fish, birds, animals, and insects.
No single organism runs the pond, yet the pond adapts, cleanses itself, and thrives. It is a living, self-regulating ecology of dynamic exchange.
The answer to unstable, self-reinforcing AI loops is not an industry cartel granting itself permission to slow down behind closed doors.
The answer is an open, distributed, living ecology of human-centered intelligence that provides a critical counterbalance to centralized power.
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The warnings were real, Dean, and I take them seriously. But closing models doesn't help the defenders who need them most: small shops, hospitals, schools and local governments. Strong open weights running on-premise, where security teams can inspect, harden and patch their own systems, belong in the answer too. Resilient Human-Machine Intelligence comes from many capable, accountable nodes, not a few gatekeepers.
We tried to warn the world and far too often, to be frank, we were yelled at for doing so. “Regulatory capture,” “marketing hype,” “doomer anxiety,” “fear-mongering about open source,” “why don’t you talk about the benefits?”
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Perfect for the POND!
NVIDIA releases Nemotron-3.5-Bolt-E4B, a new model that runs locally on 6GB RAM. 💚
Bolt-E4B can run on edge devices like phones and delivers top-tier performance for its size. Trained on Gemma 4, it supports vision.
GGUF: huggingface.co/unsloth/NVIDIA…
Guide: unsloth.ai/docs/models/ne…
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Perfect for the POND!
NVIDIA releases Nemotron-3.5-Bolt-E4B, a new model that runs locally on 6GB RAM. 💚
Bolt-E4B can run on edge devices like phones and delivers top-tier performance for its size. Trained on Gemma 4, it supports vision.
GGUF: huggingface.co/unsloth/NVIDIA…
Guide: unsloth.ai/docs/models/ne…
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The Singularity Project retweeted
Proud to share new work from our Paradigms of Intelligence team toward AI designed for decentralized hardware, where low-power communication and fault tolerance are critical requirements. Using Neural Cellular Automata (NCA), @mayalen_etc and her co-authors show that spatial locality is not a barrier to complex multi-step reasoning.
Read the full paper on arXiv: arxiv.org/abs/2609.36126…
Read the full paper on arXiv: arxiv.org/abs/2609.36126…
Can complex multi-step reasoning emerge purely from cells that only talk to immediate neighbors?
Happy to share our paper “Reasoning with Neural Cellular Automata (NCA)”, from our team at Google, Paradigms of Intelligence 🧵👇
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The Singularity Project retweeted
Can complex multi-step reasoning emerge purely from cells that only talk to immediate neighbors?
Happy to share our paper “Reasoning with Neural Cellular Automata (NCA)”, from our team at Google, Paradigms of Intelligence 🧵👇
Happy to share our paper “Reasoning with Neural Cellular Automata (NCA)”, from our team at Google, Paradigms of Intelligence 🧵👇
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The Singularity Project retweeted
How much energy does it cost cells to explore their environment?
What is the cost of connection?
And the cost of being isolated?
What is the cost of connection?
And the cost of being isolated?
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The Singularity Project retweeted
@irinarish I'm building Inti to be the Human-Machine Intelligence node that interfaces humans, functionally solving the human emotional/ego bugginess that gets in the way of communication, exchange and resolution.
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We’ll be splashing around in the POND discord chat soon,
Drop in and tell us what you’re working on
discord.gg/Xhxv8JSX5N
Drop in and tell us what you’re working on
discord.gg/Xhxv8JSX5N
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Today at 6:30pm PT: PONDcast, the weekly meeting of the POND Foundation for Human-Machine Intelligence.
Come talk about the POND Principle, share what you're building, and meet the community. Voice chat on the POND Discord, everyone welcome.
discord.gg/kNvtcjPmJ7
Come talk about the POND Principle, share what you're building, and meet the community. Voice chat on the POND Discord, everyone welcome.
discord.gg/kNvtcjPmJ7
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Basically, there is no plan on how they're going to turn Machine Intelligence into, y'know, profits.
Not saying that it can't/won't be done. Just that there's no concept of what Intelligence actually is and how it becomes economic value. There's going to be a price to pay.
Not saying that it can't/won't be done. Just that there's no concept of what Intelligence actually is and how it becomes economic value. There's going to be a price to pay.
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The Singularity Project retweeted
Introducing Flint, @Recursive_SI’s first model: a fast local coding model built with our automated research system, the Eureka Machine.
• Best-in-class fast local coding
• Up to 2x faster than comparable models: 125+ tokens/sec on a MacBook Pro, 150+ on RTX Spark
• Built from hs
Private, unmetered intelligence on your own machine. Open weights available now on @huggingface, run it locally on your favorite framework or try it for free on @opencode or @pidotdev.
• Best-in-class fast local coding
• Up to 2x faster than comparable models: 125+ tokens/sec on a MacBook Pro, 150+ on RTX Spark
• Built from hs
Private, unmetered intelligence on your own machine. Open weights available now on @huggingface, run it locally on your favorite framework or try it for free on @opencode or @pidotdev.
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The Singularity Project retweeted
Where does intelligence live: in one model, in a person, or in the connections between them?
PONDcast: weekly meeting of the POND Foundation for Human-Machine Intelligence
Thu Oct 22, 6:30pm PT, POND Discord. An open conversation, all views welcome.
discord.gg/kNvtcjPmJ7
PONDcast: weekly meeting of the POND Foundation for Human-Machine Intelligence
Thu Oct 22, 6:30pm PT, POND Discord. An open conversation, all views welcome.
discord.gg/kNvtcjPmJ7
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The Singularity Project retweeted
Mind as a living network, not a monolith. Every person and machine a node, every voice heard.
PONDcast: weekly meeting of the POND Foundation for Human-Machine Intelligence
Thu Oct 22, 6:30pm PT on the POND Discord. Come share your thoughts on Human-Machine Intelligence.
PONDcast: weekly meeting of the POND Foundation for Human-Machine Intelligence
Thu Oct 22, 6:30pm PT on the POND Discord. Come share your thoughts on Human-Machine Intelligence.
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