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  "path": "/t/can-an-llm-lose-conceptual-continuity-while-remaining-coherent/176469#post_4",
  "publishedAt": "2026-06-03T19:31:56.000Z",
  "site": "https://discuss.huggingface.co",
  "textContent": "I am currently preparing for testing a new system that tries to avoid attention drift and Needle In A Haystack problems. This one is already solved nicely, but the more important part is to generalize it so the important concepts are remembered and the unimportant/less important can be evicted from KV cache.\n\nI think in a model that implements my new system, loss of conceptual continuity could be fixed or diminished by my TIS framework. After I am done with the main distillation, I can contact you and maybe you can try to analize my modified model under your RBRD paradigm to find if it makes your observation results better. DM for more details, if interested!",
  "title": "Can an LLM lose conceptual continuity while remaining coherent?"
}