SLM as Totebox sysadmin and support centre
content(quality-pass): institution POV elevation — 97 articles updated, 32 new from drafts-outbound
@@ -8,7 +8,7 @@ quality: complete short_description: "How service-slm becomes the operational assistant and support centre for Totebox Archive and Totebox Orchestration deployments — the training strategy, the ten operational task families, and the four-stage pipeline from corpus capture to per-tenant LoRA adapters." status: active bcsc_class: public-disclosure-safe last_edited: 2026-05-08 last_edited: 2026-05-25 editor: pointsav-engineering cites: - olmo3-allenai @@ -85,7 +85,7 @@ Each new task-type starts at `review` stage. Promotion to `spot-check` requires **Stage 4 — Multi-adapter composition at request time.** The Doorman composes up to three adapters per request: `base ⊕ engineering-pointsav ⊕ cluster-<name>` or `base ⊕ apprenticeship-pointsav ⊕ tenant-<name>`. Tier B vLLM Multi-LoRA serves the composition [vllm-multi-lora] [s-lora-2024] [lorax-predibase]. Every request's audit-ledger entry records the composed adapter set, making the influence of each adapter traceable. Stage 5 — continued pretraining into a PointSav-OLMo base — is a long-horizon trajectory planned for workspace v0.5.0, contingent on corpus accumulation crossing 50–100B tokens across all tenants. This is an intended capability; actual timeline depends on corpus growth rate and operational conditions [olmo3-allenai]. [ni-51-102] [osc-sn-51-721] Stage 5 — continued pretraining into a PointSav-OLMo base — is a long-horizon trajectory planned for a future platform milestone, contingent on corpus accumulation crossing 50–100B tokens across all tenants. This is an intended capability; actual timeline depends on corpus growth rate and operational conditions [olmo3-allenai]. [ni-51-102] [osc-sn-51-721] ## Customer product tiers