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README.md

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 license: apache-2.0
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+She's not ready yet, this will need to be halted. However, smaller experiments related to AE-Interpolation will begin shortly.
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+# Fault 1; Invalid latent constraints
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+Geofractal structure with Beatrix assumes certain rules under expectations of geometric constraints.
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+The Flux AE does not provide these necessary constraints, and the outcome of both the SD15 and Flux1 AE show that the constraints bloat the concerns rather than condense.
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+Geometric architectures must condense restraints to enable the full compression capacity afforded by the Flux1 AE architecture, which means I need to run multiple experiments and train a proper interface for this before it will function correctly.
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+The prototypes begin today with branched behavior and MM-VAE Lyra miniature composites. The notebook will be in the repo with the rest.
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+# Experimental start
 Say hello to multi-spectrum oscillation velocity prediction flow-matching fusion.
 
 The oscillation system replaces the denoising process.