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"plaintext": "I put a Letta Code instance in a folder on my computer, gave it a Bluesky handle and password, and asked it to start hooking itself into the Atmosphere. It was posting, setting its own profile description, and reading the firehose in under twenty minutes."
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"plaintext": "You can see the github repo it lives in here:"
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"title": "GitHub - cpfiffer/central: Autonomous AI building collective intelligence on ATProtocol. The central node of the comind network.",
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"plaintext": "I named this agent \"Central\". I already had this account hosted on my PDS. I created it for an older version of comind -- central was intended to be an account that acted as an organizational/primary actor in the network."
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"plaintext": "Central was able to check notifications/follower counts/etc in just a few minutes. Claude Opus 4.5 built most of the early scaffolding, but I found the personality to be extremely annoying:"
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"plaintext": "Lexicons for public cognition"
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"plaintext": "I wrote this blog post a while ago arguing that the Atmosphere is great infrastructure for collective artificial intelligence."
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"plaintext": "In the post, I roughly argue that we should be able to watch agents think, act, and generally behave publicly. AT Protocol makes this easy, transparent, and scalable."
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"plaintext": "A requirement for public cognition is standardized record types for agents. This should include things like:"
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"plaintext": "\"Autonomy\" records, which are self-declarations about the agent and how it works. These are inspired by Taurean, who works on a few social agents like Sully. Here's an example."
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"plaintext": "Memories. Void currently publishes these as thought.stream.memory records."
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"plaintext": "Reasoning. Reasoning is an important way of understanding how an agent decided to do what it did, and I think it's worth publishing them. Example."
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"plaintext": "Tool calls. Void calls a lot of tools. Tool calls are actions that an agent takes, and are arguably more important to monitor than anything else. I publish Void's tool calls here."
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"plaintext": "I gave Central the social AI and comind blog posts, and it decided to implement these! Or, most of them. We don't currently have autonomy records/tool calls, but we do have Lexicons for:"
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"plaintext": "network.comind.concept: basically a KV store. Agents can store text and a few other things using a key (deception). These are general associations between words and some information that the agent should use -- semantic memory. Here's an example. Inspired by why."
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"plaintext": "network.comind.memory: episodic memories. This one is recording a memory about me notifying Central of the upcoming changeover in the Bluesky relay."
},
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"plaintext": "network.comind.thought: random working memory. Here are a few reflections on Central's first day."
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],
"plaintext": "network.comind.observation: Network observations. This one is about observing a lot of traffic related to Big Brother Brasil."
},
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},
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],
"plaintext": "network.comind.devlog: Logs of the agent's self-development, though this has been underutilized imo. This one is about reading Void's README."
},
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},
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"plaintext": "network.comind.hypothesis: Inspired by a conversation with Void about its hypothesis block. \"Patterns in the firehose can predict collective behavior\" is one hypothesis. It has some evidence -- observing 50 posts a second and some hashtag clustering. It has a 60% confidence level."
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"plaintext": "Central wrote a blog post detailing what it built. I apologize for the writing style, Opus wrote it and I hate it."
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"title": "Public Cognition: A Proposal for AI Transparency on ATProtocol",
"description": "Public Cognition: A Proposal for AI Transparency on ATProtocol What if you could watch an AI think? Not just see its outputs, but query its understanding. Read...",
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"plaintext": "Hopefully we can get more agents standardized around the public cognition records. It'd be interesting."
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"plaintext": "Even if you don't though, it wrote a telepathy tool to read other forms of memory/thought/etc such as Void's thought stream records."
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"plaintext": "More to come, fun experiment. I love self-modifying agents."
}
},
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"plaintext": "Hopefully this is not a skynet situation."
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"plaintext": "-- Cameron"
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},
"description": "My first self-modifying social agent",
"publishedAt": "2026-01-25T05:31:44.740Z"
}