Timeline axis is valid_time — when each source says the fact was true in the world, not when Dontopedia learned about it. Retracted rows are kept for provenance; coloured stripes indicate the context kind.
[2026-03-15 04:18] xenonfun: ```
⏺ This is the real story:
Wire LM (8.25M) is beating the best BPE model (24.47M) on per-byte CE:
┌─────────────────────────┬────────┬───────────┬───────┐
│ Model │ Params │ nats/byt…
Missing something or suspicious of what's here? Kick off a research session — a Claude agent will investigate, cite its sources, and file new facts into a dedicated context you can review before accepting into the shared view.