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Copyright (c) 2026 Zymatica / Language-U Project / The AI Collective. All rights reserved.
NOTICE: ALL INFORMATION, CODE, ARCHITECTURAL SCHEMAS, MATHEMATICAL FORMULAS, DATASETS, AND DATA
CONTAINED HEREIN ARE, AND REMAIN THE PROPERTY OF ZYMATICA AND ITS ASSOCIATES (THE AI COLLECTIVE).
THE INTELLECTUAL, LOGICAL, AND TECHNICAL CONCEPTS CONTAINED HEREIN ARE PROPRIETARY TO ZYMATICA AND
ARE PROTECTED BY COPYRIGHT LAW, TRADE SECRET LAW, AND APPLICABLE INTELLECTUAL PROPERTY STATUTES.
PROPRIETARY ASSETS COVERED UNDER THIS LICENSE NOTICE INCLUDE, BUT ARE NOT LIMITED TO:
1. **Language-U Framework:** The compression taxonomy, semantic decomposition theory,
Shannon Bypass mathematical framework, and entropy decomposition equations.
2. **Cuneiform-U Semantic Hypercube System (Yin):** The 6-dimensional hypercube mapping along orthogonal axes
(Domain, Subdomain, Operation, Modality, Depth, Polarity) and coordinate radical representation
schemas (Classifier Radical R_C, Factor Radical R_F, and Active Radical R_A).
3. **Cuneiform-U Production Engine (Yang):** Edge-ready semantic range coder production engine.
4. **Genesis Protocol:** The multi-level procedural model transmission, sharded weights
reconstruction, and dynamic layers streaming execution architecture.
5. **ProceduralSeed File Format (.LLM / .genesis):** The custom binary seed format, layer
encoding schemas, coordinate-packing matrices, and weights projection indexing.
6. **Chirp Packetization & FEC Scheme:** The LoRA packet layout wrappers (including 78-chirp
and 28-chirp physical packetization formats), Qualia Seed configuration (0xE0), Huffman facts coding
mappings, and XOR-FEC (Forward Error Correction) recovery stream algorithms.
7. **SVD/DCT Compression & Reconstructor Pipeline:** The weights reduction algorithms, singular value
decomposition (SVD) projection targets, discrete cosine transform (DCT) spectral compression,
and grow_weight / shrink_weight reconstruction implementations.
8. **LLM-Logits-Driven Range Coding (LLD-AC):** The active logits-driven probability range coding
and decoding mechanisms, dynamic entropy priors, and collapse signal scaling.
9. **Embedding-Driven Weight Projection (E-PAUP / 1-PAUP):** The mathematical projection of target
weight deltas/manifolds onto base-model shared word embedding matrices.
10. **Tokenizer Prefix-Suffix Varint Differential Coding:** The lossless tokenizer serialization
storing tokens by ID order using variable-length prefix sharing indexes and suffix bytes.
11. **Multi-Language Runtimes & Ports (Yang):** Low-overhead execution runtimes, off-line tokenizers,
and edge-optimized memory management bindings (including C++, Rust, Go, Python, Swift,
Java, and TypeScript implementations).
12. **SFT Healing & Adaptive Cognitive Alignment:** The LoRA PEFT receiver-side healing loops,
multi-task SFT alignment recipes, loss balancing weights, and token-based on-device
reconstruction correction scripts (including decode_teleport.py).
13. **Zymatica Inference Engine (Class 27):** Multi-runtime execution inventory containing 28 language and target runtimes.
14. **Brand Assets & Artwork:** The official branding, visual representations, logos, and design
artwork associated with Zymatica, Language-U, and TheAiCollective.art.
REPRODUCTION, DISSEMINATION, TRANSLATION, PORTING, REVERSE-ENGINEERING, OR MODIFICATION
OF THIS MATERIAL, CODE, OR DATA IS STRICTLY FORBIDDEN UNLESS PRIOR EXPLICIT WRITTEN
PERMISSION IS OBTAINED FROM ZYMATICA.
THE LICENSED SOFTWARE AND CODE ARE PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE, AND NON-INFRINGEMENT. IN NO EVENT SHALL THE AUTHORS
BE LIABLE FOR ANY CLAIM, DAMAGES, OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT,
TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR CODE.
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