tegwick
46cfcd7a51
Document the three-layer model, add railiance-rhythm executor install, and point playbooks at rein-aharness fi-research-brief instead of local crontab.
145 lines
5.7 KiB
Markdown
145 lines
5.7 KiB
Markdown
# SCOPE
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> This file helps you quickly understand what this repository is about,
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> when it is relevant, and when it is not.
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> It is intentionally lightweight and may be incomplete.
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>
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> Aspirational charter: `INTENT.md` · Founding record: `history/InitialExploration.md`
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---
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## One-liner
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Daily AI research briefs (models, methods, harness, tooling) plus an open-weight model reserve on lab backup storage — Coulomb/NetKingdom intelligence lab.
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---
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## Core Idea
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Freedom Intelligence is a **sensing and reserve** repository:
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1. Curated **daily research briefs** across axes A–D (frontier, edge/local, training, harness/fleet).
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2. **Inventory + collection policy** for open-weight models retained on backup-class storage for possible later local training or operations.
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Git holds briefs, schemas, policies, and catalog metadata. Model weight blobs stay off hot cluster disks on designated backup storage.
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---
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## In Scope
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### Research brief
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- Daily brief production using `briefs/_template.md`
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- Layout under `briefs/YYYY/MM/YYYY-MM-DD.md`
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- Standing coverage of axes A–D when there is signal
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- Collection-candidate flagging for the model reserve
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- Source citation and durable archive of briefs in-repo
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### Model reserve
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- Inventory schema and catalog entries (`inventory/`)
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- Collection approval policy and license gate
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- Backup storage target and capacity policy (`docs/backup-storage-policy.md`)
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- Metadata required to rehydrate a revision (source, hash, license, size, hardware class)
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- Companion artifacts when justified (tokenizers, adapters, small eval fixtures)
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### Lab documentation
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- INTENT / SCOPE / history
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- Optional delivery notes for State Hub / operator inbox (`docs/state-hub-delivery.md`)
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- Hardware envelope notes as they become known
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---
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## Out of Scope
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| Concern | Belongs elsewhere |
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| ------- | ----------------- |
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| Public model mirror / CDN | Not this lab |
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| 24/7 inference serving of the full reserve | Future ops facility / runtime repos |
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| Frontier-scale pre-training from scratch | Hyperscale; not homelab commitment |
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| Closed-weight collection or ToS-violating scrapes | Forbidden |
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| Provider-neutral LLM client library | `llm-connect` |
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| Console assistant UX | `can-you-assist` |
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| Sandbox establishment service | `sand-boxer` |
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| Platform identity / secrets / bootstrap | `net-kingdom`, `key-cape` |
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| General disaster backup governance | `disaster-control` |
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| Domain application fine-tune pipelines (end-to-end) | Domain repos; this lab only reserves bases and tracks methods |
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---
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## Relevant When
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- You need the daily or historical AI field picture for Coulomb/NetKingdom decisions
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- You are evaluating frontier vs open/local options (capability, price, license)
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- You want to know whether an open-weight model is (or should be) in the lab reserve
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- You are planning homelab-scale specialization and need method / model candidates
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- You are designing agent harness or fleet work and want external signal on that axis
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---
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## Not Relevant When
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- You need an LLM API client (use `llm-connect`)
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- You need to provision agent sandboxes (use `sand-boxer`)
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- You need platform IAM or secrets (use NetKingdom / KeyCape)
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- You only need one-off news without archival brief or inventory discipline
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---
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## Current State
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| Area | Status |
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| ---- | ------ |
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| Overall | **Operable lab** — foundation + **live** weekday brief schedule + R-spine reserve |
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| INTENT / SCOPE | Drafted |
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| Baseline survey | `research/2026-07-24-baseline-field-survey.md` |
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| Briefs | 2026-07-24, 07-28, **08-03** (week catch-up); playbook + recurrence ops |
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| Backup storage | **VAULT HD** `D:\vault\coulomb\freedom-intelligence\`; soft quota 850 GiB |
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| Inventory | R verified; **Kimi K3** S1 approved+deferred (~1454 GiB); other S deferred; W candidate |
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| Reserve policy | Capability-first — not gated by current VRAM |
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| Activity-core | Definition **enabled on railiance**; Temporal schedule weekdays 07:30 Berlin |
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| Executor | rein-aharness `fi-research-brief` via railiance user timer 07:35 (not workstation cron) |
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| State Hub | Repo under **agents**; workplans finished + hub-indexed |
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| Workplans | FI-WP-0001…0003 **finished** |
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---
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## How It Fits
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| Direction | Systems |
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| --------- | ------- |
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| **Upstream** | Public model hubs, papers, pricing pages, release notes, harness projects |
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| **Peer** | `llm-connect`, `sand-boxer`, `net-kingdom`, `disaster-control`, domain repos |
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| **Downstream (future)** | Local inference/training facility, specialized domain agents, operator decision-making |
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| **Distribution (optional)** | State Hub progress/inbox, operator mail/wiki |
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---
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## Near-term deliverables
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1. ✅ `INTENT.md` / `SCOPE.md` / foundation docs
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2. ✅ Brief template + playbook + sources allowlist
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3. ✅ Baseline field survey + collection recommendations
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4. ✅ Catalog candidates (P0/P1)
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5. ✅ ActivityDefinition draft (disabled)
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6. ⬜ Pin backup storage path and capacity budget (FI-WP-0001-T04)
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7. ⬜ activity-core resolver + enable schedule (FI-WP-0002)
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8. ⬜ Approve/download P0 reserve (FI-WP-0003)
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9. ⬜ First daily delta brief (manual or after automation)
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---
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## Terminology
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| Term | Meaning |
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| ---- | ------- |
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| **Brief** | Dated research digest under `briefs/` |
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| **Axis A–D** | Standing monitoring lenses (frontier, edge/local, training, harness) |
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| **Reserve** | Open-weight collection on backup storage |
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| **Catalog entry** | In-repo inventory metadata for one model revision |
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| **Collection candidate** | Brief-flagged artifact not yet approved/collected |
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| **Hardware envelope** | Lab hosts that define “homelab accessible” for B/C |
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Preferred terms: research brief, open-weight reserve, inventory, collection policy.
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Avoid: “mirror of Hugging Face”, “our AI product”, “always-on model zoo”.
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