ttllms.com

ttllms.com · daisychainrrr · v0.2.0

Totally Transparent LLMs

Down to the binary. Down to the bone.
The product is the proof.

We should be able to inspect what trained the systems that influence us. Open weights alone are not enough. A TTLLM publishes the skeleton: data path, training code, checkpoints, metrics, and human-viewable provenance (ttlink).

Free public core

Weights, code, data path, checkpoints, basic ttlink, manifests — free forever.

Boundary →

Live demos

Query a reference ttlink index in your browser. Inspect the public stream hash chain.

Try ttlink →

Full architecture

Executable HOWTOs for every founding branch — ethos through epochs.

Tree →

Status (honest)

SurfaceState
Site + free_core tools + architecture treeBuilt / public
Reference ttlink + stream + Merkle sealsBuilt (small-corpus)
Production multi-trillion ttlink / trained TTLLM modelDeferred (capital)
Legal entity / R2 enable / .org DNS recordsHuman gates