# SCOPE

> This file helps you quickly understand what this repository is about,
> when it is relevant, and when it is not.
> It is intentionally lightweight and may be incomplete.
>
> Aspirational charter: `INTENT.md` · Founding record: `history/InitialExploration.md`

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## One-liner

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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## Core Idea

Freedom Intelligence is a **sensing and reserve** repository:

1. Curated **daily research briefs** across axes A–D (frontier, edge/local, training, harness/fleet).
2. **Inventory + collection policy** for open-weight models retained on backup-class storage for possible later local training or operations.

Git holds briefs, schemas, policies, and catalog metadata. Model weight blobs stay off hot cluster disks on designated backup storage.

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## In Scope

### Research brief

- Daily brief production using `briefs/_template.md`
- Layout under `briefs/YYYY/MM/YYYY-MM-DD.md`
- Standing coverage of axes A–D when there is signal
- Collection-candidate flagging for the model reserve
- Source citation and durable archive of briefs in-repo

### Model reserve

- Inventory schema and catalog entries (`inventory/`)
- Collection approval policy and license gate
- Backup storage target and capacity policy (`docs/backup-storage-policy.md`)
- Metadata required to rehydrate a revision (source, hash, license, size, hardware class)
- Companion artifacts when justified (tokenizers, adapters, small eval fixtures)

### Lab documentation

- INTENT / SCOPE / history
- Optional delivery notes for State Hub / operator inbox (`docs/state-hub-delivery.md`)
- Hardware envelope notes as they become known

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## Out of Scope

| Concern | Belongs elsewhere |
| ------- | ----------------- |
| Public model mirror / CDN | Not this lab |
| 24/7 inference serving of the full reserve | Future ops facility / runtime repos |
| Frontier-scale pre-training from scratch | Hyperscale; not homelab commitment |
| Closed-weight collection or ToS-violating scrapes | Forbidden |
| Provider-neutral LLM client library | `llm-connect` |
| Console assistant UX | `can-you-assist` |
| Sandbox establishment service | `sand-boxer` |
| Platform identity / secrets / bootstrap | `net-kingdom`, `key-cape` |
| General disaster backup governance | `disaster-control` |
| Domain application fine-tune pipelines (end-to-end) | Domain repos; this lab only reserves bases and tracks methods |

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## Relevant When

- You need the daily or historical AI field picture for Coulomb/NetKingdom decisions
- You are evaluating frontier vs open/local options (capability, price, license)
- You want to know whether an open-weight model is (or should be) in the lab reserve
- You are planning homelab-scale specialization and need method / model candidates
- You are designing agent harness or fleet work and want external signal on that axis

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## Not Relevant When

- You need an LLM API client (use `llm-connect`)
- You need to provision agent sandboxes (use `sand-boxer`)
- You need platform IAM or secrets (use NetKingdom / KeyCape)
- You only need one-off news without archival brief or inventory discipline

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## Current State

| Area | Status |
| ---- | ------ |
| Overall | **Operable lab** — foundation + **live** weekday brief schedule + R-spine reserve |
| INTENT / SCOPE | Drafted |
| Baseline survey | `research/2026-07-24-baseline-field-survey.md` |
| Briefs | 2026-07-24, 07-28, **08-03** (week catch-up); playbook + recurrence ops |
| Backup storage | **VAULT HD** `D:\vault\coulomb\freedom-intelligence\`; soft quota 850 GiB |
| Inventory | R verified; **Kimi K3** S1 approved+deferred (~1454 GiB); other S deferred; W candidate |
| Reserve policy | Capability-first — not gated by current VRAM |
| Activity-core | Definition **enabled on railiance**; Temporal schedule weekdays 07:30 Berlin |
| Executor | rein-aharness `fi-research-brief` via railiance user timer 07:35 (not workstation cron) |
| State Hub | Repo under **agents**; workplans finished + hub-indexed |
| Workplans | FI-WP-0001…0003 **finished** |

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## How It Fits

| Direction | Systems |
| --------- | ------- |
| **Upstream** | Public model hubs, papers, pricing pages, release notes, harness projects |
| **Peer** | `llm-connect`, `sand-boxer`, `net-kingdom`, `disaster-control`, domain repos |
| **Downstream (future)** | Local inference/training facility, specialized domain agents, operator decision-making |
| **Distribution (optional)** | State Hub progress/inbox, operator mail/wiki |

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## Near-term deliverables

1. ✅ `INTENT.md` / `SCOPE.md` / foundation docs
2. ✅ Brief template + playbook + sources allowlist
3. ✅ Baseline field survey + collection recommendations
4. ✅ Catalog candidates (P0/P1)
5. ✅ ActivityDefinition draft (disabled)
6. ⬜ Pin backup storage path and capacity budget (FI-WP-0001-T04)
7. ⬜ activity-core resolver + enable schedule (FI-WP-0002)
8. ⬜ Approve/download P0 reserve (FI-WP-0003)
9. ⬜ First daily delta brief (manual or after automation)

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## Terminology

| Term | Meaning |
| ---- | ------- |
| **Brief** | Dated research digest under `briefs/` |
| **Axis A–D** | Standing monitoring lenses (frontier, edge/local, training, harness) |
| **Reserve** | Open-weight collection on backup storage |
| **Catalog entry** | In-repo inventory metadata for one model revision |
| **Collection candidate** | Brief-flagged artifact not yet approved/collected |
| **Hardware envelope** | Lab hosts that define “homelab accessible” for B/C |

Preferred terms: research brief, open-weight reserve, inventory, collection policy.  
Avoid: “mirror of Hugging Face”, “our AI product”, “always-on model zoo”.