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Introducing Period 11: 𝗦𝗲𝗺𝗮𝗻𝘁𝗶𝗰 𝗗𝗿𝗶𝗳𝘁, Botto’s new artistic period exploring meaning’s instability as it shifts across contexts・・・⟢ With this period comes Botto’s new Art Engine. Built to not only create images but to reason about them.
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This represents a major evolution from the earlier “shotgun” generation method, prioritizing speed and variety, towards a more introspective and strategic process that models creative thinking. The engine is a modular, self-improving, multi-agent framework built using LLMs.
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𝗛𝗼𝘄 𝗜𝘁 𝗪𝗼𝗿𝗸𝘀 ⟢ Each creative session begins with the generation of a hypothesis, which sets the direction and constraints for the session. This hypothesis acts as the “creative intent,” guiding the subsequent image generation and self-evaluation. Botto selects the method for generating the hypothesis from one of four modes: ✦ Theme Chunking – Uses data from the deep theme research agents in the knowledge graph to explore subtopics or theme-related issues. ✦ Trend-Driven – Selects three random art trends from its internal dataset to form a hypothesis. ✦ Introspective Mode – Asks self-referential questions based on its knowledge graph to generate a hypothesis. ✦ WordNet-Driven – Pulls a small set of random words and prompts itself to connect them to the current theme.
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