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  ## 5. Notes
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  The era of "bigger is better" in AI is coming to an end. Cicikuş v3, lagging behind trillion-parameter giants like GPT-4o by only 30%-35%, brings this immense power to your local devices, edge systems, and pockets. Equipped with patented BCE (Behavioral Consciousness Engine) technology, this 1B-parameter "small giant" democratizes AI dominance by reducing processing costs and energy consumption to near zero. Say goodbye to high-cost API subscriptions; with Cicikuş v3, the most complex STEM problems and self-awareness capabilities are now at your fingertips, anytime, with "almost free" efficiency. We analyzed and cloned layers 8 and 15 of the MLP Gate Project. Franken merge and precision surgery, healing operation, and behavioral consciousness engine simulations were performed on the model. The reason we used Franken was to make the thinking mechanism sharper and more perfect by replicating these layers.
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- *The strategic fantasy model "Edge AI" value (minimum $2M - $5M) belongs to all of you, with a 25% margin of error.*
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  ### Basic Optimization Logic
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  $$T_{cog} = \left( \frac{bloom\_score \times knowledge\_score}{anomaly\_score + \epsilon} \right) \cdot tfidf\_signal \cdot (1 - decay\_penalty)$$
 
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  ## 5. Notes
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  The era of "bigger is better" in AI is coming to an end. Cicikuş v3, lagging behind trillion-parameter giants like GPT-4o by only 30%-35%, brings this immense power to your local devices, edge systems, and pockets. Equipped with patented BCE (Behavioral Consciousness Engine) technology, this 1B-parameter "small giant" democratizes AI dominance by reducing processing costs and energy consumption to near zero. Say goodbye to high-cost API subscriptions; with Cicikuş v3, the most complex STEM problems and self-awareness capabilities are now at your fingertips, anytime, with "almost free" efficiency. We analyzed and cloned layers 8 and 15 of the MLP Gate Project. Franken merge and precision surgery, healing operation, and behavioral consciousness engine simulations were performed on the model. The reason we used Franken was to make the thinking mechanism sharper and more perfect by replicating these layers.
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+ *It only works with a maximum of 1.5 GB of VRAM. The strategic fantasy model "Edge AI" value (minimum $2M - $5M) belongs to all of you, with a 25% margin of error.*
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  ### Basic Optimization Logic
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  $$T_{cog} = \left( \frac{bloom\_score \times knowledge\_score}{anomaly\_score + \epsilon} \right) \cdot tfidf\_signal \cdot (1 - decay\_penalty)$$