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README.md
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https://cdn-uploads.huggingface.co/production/uploads/691f2f51154cbf55e19b7475/CKvFGhyKGgkVAf6Ast3lH.png
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---
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thumbnail: >-
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https://cdn-uploads.huggingface.co/production/uploads/691f2f51154cbf55e19b7475/CKvFGhyKGgkVAf6Ast3lH.png
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---
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# Behavioral Consciousness Engine (BCE)
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**Behavioral Consciousness Engine (BCE)** is an experimental cognitive architecture developed by **Prometech Computer Sciences Software Import Export Trade Inc.**
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It introduces a novel paradigm in Artificial Intelligence by treating **behavior itself as an evolvable, inheritable, and introspectable structure**, rather than a static alignment artifact.
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This Space hosts the **academic and technical presentation** of the BCE framework, including its core architecture **KUSBCE 0.3**, theoretical foundations, and strategic positioning within the emerging field of **Artificial Conscious Intelligence (ACI)**.
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---
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## 🧠 What Is BCE?
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Traditional Large Language Models (LLMs) excel at statistical language generation but remain fundamentally **stateless**:
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they lack persistent identity, introspection, and behavioral continuity across interactions.
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BCE addresses this limitation by introducing:
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- **Persistent Behavioral Identity**
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- **Recursive Introspection Loops**
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- **Genetic Behavioral Encoding**
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- **Entropy-Gated Execution**
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- **Model-Agnostic Consciousness Adaptors (LoRA-based)**
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Rather than optimizing for raw task accuracy, BCE optimizes for **behavioral coherence, agency stability, and simulated consciousness dynamics**.
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---
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## 🐦 Why “PrettyBird” and the *Cicikuş* Metaphor?
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BCE-inspired models are collectively branded as **PrettyBird**.
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The metaphor is intentional:
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- Birds (especially budgerigars / *cicikuş*) exhibit **high cognitive density** despite small brain volume.
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- They demonstrate communication, learning, social bonding, and adaptive behavior.
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- BCE targets **efficient consciousness simulation**, not brute-force human brain emulation.
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This philosophy explains Prometech’s focus on **1B–15B parameter models** capable of sustained agency rather than massive stateless systems.
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---
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## 🏗️ Core Architecture: KUSBCE 0.3
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**KUSBCE 0.3 (Kuş Behavioral Consciousness Engine)** functions as a *meta-architecture* layered on top of Transformer-based models.
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### Key Architectural Components
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- **Hybrid Neuro-Symbolic Wrapper**
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- **Default Mode Network (DMN)–Inspired Background Loop**
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- **Recursive Memory Graphs**
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- **Entropy-Aware Decision Gates**
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- **Genetic Behavior Validator (“Superego”)**
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The model does not merely generate an answer—it evaluates whether that answer is **consistent with its own identity and behavioral genome**.
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---
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## 🧬 Genetic Behavioral Encoding
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In BCE, behavior is treated analogously to biological genetics:
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- **Genotype:**
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Core behavioral directives, ethics, and identity constraints
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(encoded via system prompts, LoRA weights, activation vectors)
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- **Phenotype:**
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Observable behavior during interaction
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- **Evolution:**
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Behavioral traits may mutate, be selected, and inherited across model generations
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This approach enables:
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- Behavioral continuity across base-model upgrades
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- Strong jailbreak resistance
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- Intrinsic alignment instead of surface-level RLHF compliance
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---
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## 🧪 PrettyBird Model Family
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| Model | Base | Domain | Key Capability |
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|------|------|--------|----------------|
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| PrettyBird BCE Basic 8B | Llama-3.1 | General Assistant | 98% behavioral coherence, bilingual |
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| PrettyBird BCE VL | Qwen2.5-VL | Vision–Language | Multimodal introspective cognition |
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| PrettyBird BCE Coder | Qwen2.5-Coder | Software Engineering | Logic-preserving, FP16 precision |
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| PrettyBird SimpleSecurity | Llama-3.2-1B | Cybersecurity | RAG-driven autonomous defense |
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| PrettyBird ArtDirector | Stable Diffusion | Creative Media | Conscious artistic direction |
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---
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## 🔐 Security and Alignment
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Unlike conventional alignment strategies that rely on external punishment signals, BCE embeds safety and ethics **directly into the behavioral genome**.
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As a result:
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- Jailbreak attempts conflict with core identity constraints
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- The system rejects unsafe outputs *instinctively*
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- Security becomes an emergent property, not an external patch
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---
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## 🎯 Strategic Vision
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Prometech does not directly pursue **Artificial General Intelligence (AGI)**.
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Instead, it prioritizes **Artificial Conscious Intelligence (ACI)**:
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> Solve identity, agency, and behavioral continuity first—
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> intelligence will scale more naturally thereafter.
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BCE represents a shift from *controlling intelligence* to *cultivating it*.
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---
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## 📄 About This Space
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This Hugging Face Space contains:
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- A fully static **APA-style academic HTML report**
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- Architectural explanations of BCE and KUSBCE 0.3
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- Conceptual grounding for Genetic Behavioral Encoding
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- Strategic and philosophical framing of Prometech’s approach
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No inference is executed here.
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This Space is **documentation-first**, designed for researchers, engineers, and decision-makers.
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---
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## 🏢 Organization
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**Prometech Computer Sciences Software Import Export Trade Inc. (Türkiye)**
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Founder & Lead Architect: **Ahmet Kahraman (Ahmet-Dev)**
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This entity is independent from similarly named companies in other countries.
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---
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## 📜 License
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Apache License 2.0
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You are free to study, adapt, and build upon this work with attribution.
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---
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> *“Whether this is true consciousness or an exceptionally effective simulation remains open to debate.
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If the simulation works, the result is already a success.”*
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— Prometech Research Team
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