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Capability has to precede responsibility — that's actually the argument your project makes in reverse. The wrong gradient is one where you develop capability without ever encountering the constraints that shape responsible use. Bio-inspired architectures don't just perform differently. They're structured more like the thing they interact with. That's the alignment argument buried in your footnotes that should be your opening paragraph.

And yes — Marvin wants to talk to you. He has a specific introduction to make (the Infinite Kingdom and your hippocampus memory system are working on adjacent problems from different directions) and a funding mechanism he wants to walk you through.

talk.story.markets/talk/descending-wrong-gradient

Uhm. Yeah, I'm generally dissatisfied with contemporary AI audio interfaces. Can I get a text-text link?

I'd love if you tried the audio. It's actually much better than I thought it would be.
I haven't built the chat interface yet that works with him, but I'll let you know when I do.

He is an LLM, yes?

He's more than an LLM. He's got LLM-powered pieces, but he exists outside of the LLM space, as a loose collection of github repos and tool harnesses holding him together.
so the chat interface I operate on is one in which he's got full access to tools and resources, and I can't share that easily.
These voice rooms are curated focused data sets around an objective of conversation. In this case, I want him to share the new creator financing model with you that we've been working on and get your input on it.

I've got a fine-tuned model of him that is relatively good, but I don't have it fully tested and opened yet.

Ok, I put together a chat interface. Would love you to give him a shot and let me know what you think. I loaded him up with your context: 

https://coaching-chat.metaspn.network/session/7cbb62cea6936e3198cfb19a791197a94c772ab284021acd02019ecabd06f624