{
"$type": "site.standard.document",
"bskyPostRef": {
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"uri": "at://did:plc:pgryn3ephfd2xgft23qokfzt/app.bsky.feed.post/3mmuivarsxg32"
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"path": "/t/semantic-bundle-ai-a-complementary-layer-for-llms-91-7-memory-reduction-38-6-drift-reduction-zero-retraining/176269#post_4",
"publishedAt": "2026-05-27T21:53:02.000Z",
"site": "https://discuss.huggingface.co",
"textContent": "PoC 03 — Edit Locality\n\nAt ρ=0.1, targeted edits to one concept (Apple/Vision Pro) contaminate unrelated bundles at only 32.6% of baseline rate. Recommended operating range: ρ < 0.15.",
"title": "Semantic Bundle AI: A Complementary Layer for LLMs — 91.7% Memory Reduction, 38.6% Drift Reduction, Zero Retraining"
}