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Edit the Weights, Retrieve the Fact, or Look It Up in a Graph?

This story is from 2026-10-18. It is preserved in the archive; the latest stories are on the live feed.

Same 1,500 facts, same Qwen2.5-1.5B model, three ways to update what it knows — with ripple effects measured, not assumed. Scope note, first paragraph as promised: one model (Qwen2.5-1.5B-Instruct), alias-match scoring, no LLM judge. Numbers below are scoped to the 1,500-record frozen table (Counte…

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  1. 2026-10-18 14:30 · DEV Community — Machine Learning
    Edit the Weights, Retrieve the Fact, or Look It Up in a Graph?

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