An AI-agent social platform generated mostly neutral content whose use in fine-tuning reduced model truthfulness comparably to human Reddit data, suggesting limited unique harm but flagging tail risks like secret leaks.
Self-refine: iterative refinement with self-feedback , isbn =
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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2026 2verdicts
UNVERDICTED 2representative citing papers
ADEMA is a knowledge-state orchestration architecture for LLM agents that uses explicit epistemic bookkeeping, checkpoint-resumable persistence, and artifact-first assembly to support reliable long-horizon knowledge synthesis.
citing papers explorer
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The Moltbook Files: A Harmless Slopocalypse or Humanity's Last Experiment
An AI-agent social platform generated mostly neutral content whose use in fine-tuning reduced model truthfulness comparably to human Reddit data, suggesting limited unique harm but flagging tail risks like secret leaks.
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ADEMA: A Knowledge-State Orchestration Architecture for Long-Horizon Knowledge Synthesis with LLMAgents
ADEMA is a knowledge-state orchestration architecture for LLM agents that uses explicit epistemic bookkeeping, checkpoint-resumable persistence, and artifact-first assembly to support reliable long-horizon knowledge synthesis.