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                "title": "ModelBreeder.com v2.5.0 Layout Density Implementation Notes",
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                "title": "ModelBreeder.com v2.9.0 Local AI Innovation Expansion Notes",
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                "sha256": "4c580d5b13064ccc4bc6f5c19b6adc6d686b816aed864b00347eeb4690d5b244",
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                "title": "TinyRustLM Rust Runtime Source Bundle",
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                "sha256": "50aa9660d2024cfcc928dc43726c9d3626f3176588aa5856619f0b60ae55036a",
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                "title": "ModelBreeder.com Theory Implementation Evaluation Report",
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                "title": "ModelBreeder.com Site Discovery and Publishing Implementation Notes",
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                "sha256": "9e0e4a6a7fcd97ba93257aa252223fdb12469e7187730bbfb3697aadc63acede",
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                "route": "/research/report/modelbreeder-v290-local-ai-innovation-expansion-implementation-notes",
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                "title": "ModelBreeder.com v2.9.0 local AI adoption and innovation expansion notes",
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                "title": "Site publication evidence",
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                "sha256": "d66cef0da85338c2232268531c8729b233360091aa575d32e36193128c8e46a9",
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                "route": "/research/report/modelbreeder-v290-local-ai-adoption-expansion-implementation-notes",
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            },
            {
                "slug": "modelbreeder-v290-local-ai-adoption-expansion-notes",
                "title": "Site publication evidence — Alias",
                "category": "Site publication evidence",
                "summary": "Implementation notes for expanding ModelBreeder.com around the positive local-AI adoption flywheel driven by privacy, cognitive liberty, regulation, edge hardware, open-weight models, and local developer tooling.",
                "sha256": "64b31cd0916db208194a987b6fb6c3f8edf62e7a8f527eda1d99bae6c1482ddd",
                "route": "/research/report/modelbreeder-v290-local-ai-adoption-expansion-notes",
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                "title": "Aggressive Mutualism — Uploaded Edition",
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                "summary": "A threat-oriented analysis of a hypothetical persistence-focused AI, including ethical conflicts, propagation architectures, manipulation risks, failure modes, and containment.",
                "sha256": "91dd6da9cec06068698afa0107283467df5aff22df2928de445e7611478fcb0c",
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                "title": "Instrumental Drives in Powerful AI Systems",
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                "route": "/research/report/instrumental-drives",
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                "route": "/research/report/ai-perfect-evolutionary-being",
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                "route": "/research/report/ai-cosmic-legacy-survival",
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                "route": "/research/report/four-fs-code-beading-model-breeding",
                "url": "https://modelbreeder.com/research/report/four-fs-code-beading-model-breeding"
            },
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                "slug": "four-fs-code-beading-model-breeding-v4",
                "title": "4Fs, Code Beading, Model Breeding, and Teleodynamic Convergence — Uploaded Edition",
                "category": "Terminology and synthesis",
                "summary": "A preserved uploaded edition of the exploratory terminology report connecting Four Fs, code beading, model breeding, modular model ecologies, and teleodynamic convergence.",
                "sha256": "c9b395cf265ea6d4ba17bd7087a72ac6b18c5fa7896e03e443abe6d1e3a83545",
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                "category": "Terminology and synthesis",
                "summary": "A duplicate exploratory report on 4Fs terminology, modular model ecologies, teleodynamic dynamics, technical implications, and open questions.",
                "sha256": "c9b395cf265ea6d4ba17bd7087a72ac6b18c5fa7896e03e443abe6d1e3a83545",
                "route": "/research/report/terms-four-fs-code-beading-model-breeding",
                "url": "https://modelbreeder.com/research/report/terms-four-fs-code-beading-model-breeding"
            }
        ],
        "theory and source alignment": [
            {
                "slug": "modelbreeder-theory-vs-source-files-v2",
                "title": "Architectural and Theoretical Analysis of ModelBreeder",
                "category": "Theory and source alignment",
                "summary": "A comparative analysis of ModelBreeder as browser-local visualization, Rust-native inference, model merging, quantitative breeding metaphors, and interdisciplinary generation systems.",
                "sha256": "8a57eae46580251f3ab45f4170e82e7d2aae6209cd1cf1642a4011875ff6a157",
                "route": "/research/report/modelbreeder-theory-vs-source-files-v2",
                "url": "https://modelbreeder.com/research/report/modelbreeder-theory-vs-source-files-v2"
            }
        ]
    }
}