🐝 Article: Where the Hivemind Comes From

Burton Lancaster PRO

RiverRider

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https://sunstonenorth.com

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SRT-NLA gpt-oss-20b Trace

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See what gpt-oss-20b is thinking at every layer & token

SRT Showcase

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Watch a frozen Qwen-2.5-7B think — live SRT introspection

SRT introspect

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Adaptive-density reasoning traces over a frozen Qwen-2.5-7B

Motherlode Code Search

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Search a GitHub repo in your browser on WebGPU

A 0.6B model decodes a 31B model's hidden state

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Explore and decode hidden image vectors with text descriptions

ChestX-ray14 frozen probe

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339 KB linear probe beats a fine-tuned ResNet-50

A map of what a 27B understood

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Click anywhere in a 27B's image space and read the point

Gemma-4-31B-it SRT-Sunstone

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A read-out that reads images — trained only on words

SRT Omni Cross-Vendor Retrieval

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Search mixed-media index with text across AI models

One Model, Two Jobs

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A 0.6B model in your tab searches a 27B model's index

0.6B Reads 27B

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A 0.6B model in your tab searches a 27B model's index

zooL4nD3r demo

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Translate a passage across 961 discourse communities

SRT-Adapter v1.0 Demo

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Reflexivity, embeddings, clusters from frozen Qwen-7B

MindReader-NLA

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Ask a frozen LM what it is thinking, in plain English.

SRT-NLA v1 demo

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Latent autoencoder over Qwen2.5-7B L20

SRT-Adapter v8a Demo

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Per-token reflexivity heatmap from a frozen Qwen2.5-7B