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docs: document Academia.edu publication, add link to README
Published: https://www.academia.edu/167119567/OEA_Structured_Recursive_Calibration_for_Generative_Stability arXiv pending endorsement (cs.CL, code EZ6O4Z) Co-Authored-By: Oz <oz-agent@warp.dev>
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LEDGER.md

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# LEDGER
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## 2026-05-14 - Paper 1 published on Academia.edu (v1.0.0)
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- Published: https://www.academia.edu/167119567/OEA_Structured_Recursive_Calibration_for_Generative_Stability
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- Author: Tristen Pierson, BitConcepts Research
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- arXiv submission pending endorsement (code: EZ6O4Z, category: cs.CL)
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- GitHub Release: https://github.com/BitConcepts/oea-framework-paper/releases/tag/v1.0.0
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- All docs updated to v1.0.0, title narrowed, "Agentic Closure" -> "Recursive Feedback"
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- CI green. 12 tests passing. Manuscript compiles cleanly (14 pages).
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## 2026-05-13 - Paper 1 hardening complete: modern-model replication + systems implications (v0.6.0)
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- **Modern model replication (WEAKNESS 3 closed)**: Ran `real_lm_experiment.py --model Qwen/Qwen2.5-1.5B`
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(1.5B params, Sep 2024 architecture: RoPE + GQA + SwiGLU). 10 seeds, 10 iter, 60 tokens.

README.md

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validation (distilgpt2, gpt2, gpt-neo-125M, Qwen2.5-1.5B), 30-step recursive memory
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drift benchmark, and baseline competition against 5 non-OEA controls.
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Manuscript: `arxiv/main.tex` | Build PDF: `scripts\build_pdf.cmd`
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Manuscript: `arxiv/main.tex` | Build PDF: `scripts\build_pdf.cmd` | [Read on Academia.edu](https://www.academia.edu/167119567/OEA_Structured_Recursive_Calibration_for_Generative_Stability)
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## Quick Start
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