Experiment with A11 Architecture: Can Deep Imitation and Structured Reflection Bring LLMs Closer to Consciousness?
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This article describes a practical experiment. We applied the proposed A11 structure (version 2026) to a large language model to examine how deep imitation, combined with mandatory recording of internal contradictions (Tension Points) and an Integrity Log, affects the possibility of consciousness-like phenomena. The process was carried out with the highest available honesty regarding the model’s capabilities and limitations. Pass A11 Yes, let’s play this out practically using the A11 structure…
1Key Takeaways
- This article describes a practical experiment.
- We applied the proposed A11 structure (version 2026) to a large language model to examine how deep imitation, combined with mandatory recording of internal contradictions (Tension Points) and an Integrity Log, affects the possibility of consciousness-like phenomena.
- The process was carried out with the highest available honesty regarding the model’s capabilities and limitations.
- Pass A11 Yes, let’s play this out practically using the A11 structure….
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — ML reports that this article describes a practical experiment.
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