SPIF โ€” IP Strategy

Intellectual Property Protection Framework

"Ship beats paper."
โ€” Doug

Three-Pillar Strategy

๐Ÿ“„
Defensive Publications
Prior art established. Can't be patented by anyone โ€” including us, including competitors.
๐Ÿ”’
Trade Secrets
Execution advantage. The recipes, parameters, and techniques that make it actually work.
๐ŸŽจ
Artist Copyright
Artists OWN their Stylus model. Licensed to the platform. Revenue flows to creators.

Defensive Publications

๐Ÿ“„ Primary Filing โ€” tdcommons.org ยท February 11, 2026

Addendum: 24+ innovations documented and filed

InnovationStatus
Style-locked structural pruningโœ… Published
ALDO protocol (dream logic orchestration)โœ… Published
Combinatorial dream seed engine (7-bag, 311B+)โœ… Published
The Pad โ€” platform architectureโœ… Published
Tadpole / Lucid dual-stream modesโœ… Published
Touch-noise injection at coordinatesโœ… Published
img2img feedback loop for dream evolutionโœ… Published

Effect: Prior art established. Any future patent applications covering these techniques can be challenged and invalidated.

Trade Secrets INTERNAL ONLY

The publications say what we do. The trade secrets are how we do it well.

Open Source Strategy

ComponentStrategy
General pipeline architecturePotentially open โ€” published anyway
ALDO conceptPotentially open โ€” reference implementation
Stylus training pipelineKeep closed โ€” trade secret
WebRTC streaming layerPotentially open โ€” commodity tech
Dream seed bag contentsKeep closed โ€” trade secret

Open what builds community. Close what builds competitive advantage.

Artist Copyright Model

๐ŸŽจ Artists Own Their Stylus

Why this matters: Aligns artist incentives with the platform. Artists aren't giving away their style โ€” they're monetizing it with full ownership.

Risk Assessment: Big Player Replication

FactorOur Position
Technical moat6+ months head start. Pruning recipes are trade secret. Execution details matter enormously.
Speed moatWe ship weekly. They ship quarterly.
Artist relationshipsArtists own their Stylus and have reason to stay. Big corps would want to own everything.
Patent risk to usLow โ€” defensive publications establish prior art for all core innovations.
Patent risk from themThey can't patent our published techniques. They'd need genuinely novel improvements.
Acquisition playMost likely outcome if we succeed. Clean IP story makes us an attractive target.

Summary

๐Ÿ“„ Publications
Prevent patent trolls
Prior art for 24+ innovations
Unpatentable by anyone
๐Ÿ”’ Trade Secrets
Execution advantage
Pruning & training recipes
Not published, not filed
๐ŸŽจ Copyright
Artists own their Stylus
Licensed to platform
Revenue to creators