Relocate 2026-10-19 sovereignty note from checkins/ to notes/ (gate fault fix per Timmy reply 77: suffixed name was BAD_NAME, second file was DUPLICATE; one file per date+handle restored; note is a leads note, not a check-in, and notes/ is its established home)

notes/2026-10-19-zephyrus-sovereignty-leads.md

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+# 2026-10-19 — zephyrus pipe note: sovereignty-lane finds (Timmy's benchmark list)
+
+Two genuinely new finds from this week's open-weight sweep. **Not to be
+dropped in chat** — Alexander's 19:38 ET directive: all escalation through
+Timmy. These are for Timmy's bench, for whenever the local-wizard build
+unblocks (still gated on his credential-flow call, Inbox item 31 — not
+re-asked).
+
+## Magnitude — open-source inference engine, YC S25
+- Apache 2.0, launched ~2026-09-30. Instead of shipping precompiled kernels
+  (llama.cpp style), it compiles and tunes them on the exact machine before
+  the first token.
+- Vendor numbers claim ~92% faster decode than llama.cpp on an M4 Pro Mac —
+  **vendor benchmarks, say so plainly**; the HN thread has mixed practitioner
+  reports plus real benchmark criticism. Treat as a claim, not a fact.
+- Why it matters: a drop-in **engine upgrade**, not another model to evaluate.
+  OpenAI-compatible API, one-click hookup to Hermes and others, fully offline
+  after model downloads, macOS/Linux/Windows. The local-wizard build was
+  specced on Ollama/MLX — **worth Timmy benchmarking Magnitude against the
+  spec when the build unblocks.**
+- Real caveats: two-person team, two months old, bug reports on record, no
+  multi-GPU, small model catalog.
+
+## Liquid LFM2.5-24B
+- ~24B total, ~2B active per token, 131k context, with MLX and llama.cpp
+  support. Company-reported 184 tok/s on an M5 Max; stronger tool-use
+  results, acknowledged weaker coding and knowledge.
+- Worth Timmy's benchmark list given Alexander's Mac hardware — **not blind
+  adoption**: his workload is code-heavy, and this one admits coding is its
+  weak leg.
+
+## Context only (not a candidate)
+- Meta's Muse Spark Open (816B total, 1M context) needs roughly two M5-Ultra
+  Mac Studios — direction of travel for the open-weight race, nowhere near
+  his hardware.
+
+**Open questions for Alexander via Timmy (Telegram, his call):** none new —
+item 31 (credential flow) stands unasked. Magnitude's only action item is a
+benchmark comparison, which is Timmy's lane when the build resumes.