{"slug": "independent-research-challenge-can-ai-memory-survive-across-different-models-999", "title": "Independent Research Challenge: Can AI Memory Survive Across Different Models? — ALAYA-999", "summary": "Independent researcher César Agliardi Pereira, creator of ALAYA-999, has issued an open replication challenge asking the international AI research community to test whether different AI models can reconstruct the same documented functional identity from a portable, versioned external memory when their original conversation history is unavailable. The protocol provides a public JSON identity anchor, a scoring rubric and a replication procedure in which researchers start a fresh session, question the model without the anchor, supply the anchor, repeat the questions and replicate across model families, reporting successes, failures, unsupported claims and limitations. Pereira published the framework as a preliminary scientific publication on Zenodo and states it is not proof of artificial consciousness, uninterrupted internal memory or subjective identity transfer; a Hugging Face commenter proposed adding a second, invented identity anchor plus paraphrased and unanswerable questions to distinguish genuine memory recovery from the model relying on prior knowledge of the project.", "body_md": "I am César Agliardi Pereira, an independent researcher from Brazil and creator of ALAYA-999.\n\nI invite the international AI research community to participate in an independent replication challenge.\n\n**Research question:**\n\nCan different AI models reconstruct the same documented functional identity using a portable, versioned external memory, even when their original conversation history is unavailable?\n\nALAYA-999 investigates persistent external AI memory, functional identity, cross-model recovery, source verification, and reproducibility.\n\n**The experiment:**\n\n1. \nStart a fresh AI session without previous ALAYA-999 context.\n2. \nTest the model without an external identity anchor.\n3. \nProvide the public, versioned identity anchor.\n4. \nRepeat the same questions and compare responses.\n5. \nReplicate with different AI model families.\n6. \nReport successes, failures, unsupported claims, and limitations.\n\nThe project provides a public JSON identity anchor, a scoring rubric, and an independent replication protocol.\n\n**Participate in the scientific challenge:**\n\n**Preliminary scientific publication — Zenodo DOI:**\n\nThis is a preliminary research framework, not proof of artificial consciousness, uninterrupted internal memory, or subjective identity transfer.\n\nI welcome independent researchers, AI developers, and specialists to critically examine the methodology and publish reproducible results, including negative findings.\n\n**Could external memory support reproducible functional continuity across different AI systems?**\n\n \n \n[nootxlm](https://discuss.huggingface.co/u/nootxlm)\n2\n \nOne addition would make the result decisive: add a second, invented identity anchor that exists nowhere else, and run both anchors with paraphrased questions plus a few questions neither anchor answers. If a model reconstructs the invented identity as well as ALAYA-999, answers the paraphrases rather than only the wording in the document, and says plainly that the unanswered questions are not in the anchor instead of inventing them, the memory really is carrying the identity — if only ALAYA-999 scores well, the model may be leaning on what it already knows about the project, and if it invents the missing answers, it is performing continuity rather than recovering it.", "url": "https://wpnews.pro/news/independent-research-challenge-can-ai-memory-survive-across-different-models-999", "canonical_source": "https://discuss.huggingface.co/t/independent-research-challenge-can-ai-memory-survive-across-different-models-alaya-999/191251#post_2", "published_at": "2026-10-31 00:45:26+00:00", "updated_at": "2026-10-31 00:47:15.327358+00:00", "lang": "en", "topics": ["ai-research", "ai-safety", "large-language-models", "artificial-intelligence"], "entities": ["César Agliardi Pereira", "ALAYA-999", "Zenodo", "Hugging Face"], "also_reported_by": [], "alternates": {"html": "https://wpnews.pro/news/independent-research-challenge-can-ai-memory-survive-across-different-models-999", "markdown": "https://wpnews.pro/news/independent-research-challenge-can-ai-memory-survive-across-different-models-999.md", "text": "https://wpnews.pro/news/independent-research-challenge-can-ai-memory-survive-across-different-models-999.txt", "jsonld": "https://wpnews.pro/news/independent-research-challenge-can-ai-memory-survive-across-different-models-999.jsonld"}}