tegwick
a78187c33e
The weekday brief only counts when the file is on origin/main. Hub events without git objects are failures. The open-weight SoT moves from the VAULT 850 GiB quota to a dedicated Scaleway bucket (One Zone IA for R, Glacier for S) so V4-Flash and K3 are economically in-scope. Catalogs the real DeepSeek-V4-Flash-0731 (MIT ~167 GiB MoE, not 12B) and nominates Qwen3.8-27B. Bucket create remains FI-WP-0004-T08. Assistant: grok Assistant-Session: 01a09c6a-1cfc-75b1-a78d-c13eaf22241d
147 lines
5.9 KiB
Markdown
147 lines
5.9 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 | **Repairing the operating loop** — foundation exists; origin publication + Scaleway SoT in FI-WP-0004 |
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| INTENT / SCOPE | Live; SCOPE current-state refreshed 2026-09-13 |
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| Baseline survey | `research/2026-07-24-baseline-field-survey.md` |
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| Briefs | Origin last 2026-08-14; catch-up **2026-09-13**; weekday schedule still enabled |
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| Backup storage | **Scaleway `nl-ams`** (bucket planned); VAULT HD is staging; €15/mo gate |
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| Inventory | R verified on VAULT cache; **V4-Flash** S1 approved (not collected); K3 Glacier-affordable; Qwen3.8-27B candidate |
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| Reserve policy | Capability-first — not gated by current VRAM; **not** gated by 850 GiB |
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| Activity-core | Definition **enabled**; completion = brief on `origin/main` |
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| Executor | rein-aharness `fi-research-brief` **must push** or the day fails |
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| State Hub | Repo under **agents**; `fi_daily_brief` is not evidence without the git file |
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| Workplans | FI-WP-0001…0003 finished; **FI-WP-0004 active** |
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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) + V4-Flash correction
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5. ✅ ActivityDefinition enabled
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6. ✅ Pin backup storage (VAULT staging 2026-07-28; **Scaleway SoT 2026-09-13**)
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7. ✅ activity-core resolver + weekday schedule
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8. ✅ R-spine verified on VAULT cache (FI-WP-0003)
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9. ⬜ Origin publication proven end-to-end on railiance (FI-WP-0004-T04 deploy)
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10. ⬜ Scaleway bucket live (FI-WP-0004-T08)
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11. ⬜ First S collect: V4-Flash (FI-WP-0004-T09)
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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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