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DELL Architecture Audit
DELL means Dual Equilibrium Latent Learning. It exists in the Comp-Core Rust source, but older docs overstated what is proven about it.
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DELL means Dual Equilibrium Latent Learning. It exists in the Comp-Core Rust source, but older docs overstated what is proven about it.
- `Comp-Core/core/audio-media/cc-echelon/crates/cc-brain/src/latent/dell.rs` - `Comp-Core/core/audio-media/cc-echelon/crates/cc-brain/src/latent/mod.rs` - `MotionMixApp/Services/EchelonBridge.swift`
- default dimension around 32; - `num_limbs = 27`; - fast equilibrium iterations; - slow equilibrium iterations; - fast/slow state; - synthetic limb embedding generation from available sensor data.
The important source caveat is in `dell.rs`: the current implementation creates synthetic embeddings from available sensor data, while production-quality limb embeddings would come from the sensor fusion pipeline.
That means the docs can describe DELL as an implemented backend, but not as a fully proven, trained, full-body production foundation.
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