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  "path": "/t/aios-first-ground-truth-baseline-cpu-dram-measurement/174769#post_5",
  "publishedAt": "2026-04-13T03:32:04.000Z",
  "site": "https://discuss.huggingface.co",
  "textContent": "“That’s an interesting position — can you be more specific? AIOS makes a precise, falsifiable claim: that memory bandwidth is one of the primary bottleneck for 7B+ model inference on CPU, and that it can be reduced 50-85% through memory residency management and model co-design.\nIf you believe a pure LLM model approach is insufficient, what specifically would you add or change? And what evidence supports that position?\nWe’re actively seeking contributors to validate or disprove our assumptions — Issue #2 is the starting point. A counterargument backed by a measurement is far more valuable than one",
  "title": "AIOS — First Ground Truth Baseline (CPU DRAM Measurement)"
}