ttllms.com

ttllms.com · daisychainrrr · free_core 0.6 · buildable complete (hard gates open)

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 →

Economics (honest)

Nano actual costs. Scale still capital. Free core never the SKU.

Economics →

Movement

Human movement: inspect the machine. Founding ethos without soft tissue.

Movement →

Status (honest)

SurfaceState
Site + free_core tools + architecture treeBuilt / public
Reference ttlink + stream + Merkle sealsBuilt (small-corpus)
ttllm-nano (data+code+ckpts+metrics+ttlink+stream)Built (Mac nano · PG data)
ttllm-nano-v2 (BPE + denser + eval pack)Built (Mac)
ttllm-nano-v3 (6× PG sources + canary)Built (Mac)
Production multi-trillion ttlink / 32B-class TTLLMDeferred (capital) — nano is not a substitute
Legal entity / R2 / .org DNS / workflow scope / revenueHuman gates — walls + agent bone
Site deploy pathPages → ttllms.com (updated as we ship)

Full status → Hard gates → Placeholders (full text) → Movement → Culture → Report findings →