Establish Freedom Intelligence lab foundation and baseline research.
Add INTENT/SCOPE, daily-brief playbook, activity-core definition (disabled), workplans FI-WP-0001..0003, baseline field survey with open-weight collection recommendations, and inventory catalog candidates for the model reserve.
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briefs/README.md
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briefs/README.md
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# Research briefs
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Daily curated digests of interesting progress in AI **models**, **methods**,
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**harness**, and **tooling**, filtered through axes A–D.
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## Layout
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```text
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briefs/
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├── README.md # this file
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├── _template.md # copy for each new day
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└── YYYY/
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└── MM/
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└── YYYY-MM-DD.md # one brief per calendar day (UTC or lab local — state in front matter)
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```
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Example path: `briefs/2026/07/2026-07-23.md`
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## Cadence
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| Mode | When |
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| ---- | ---- |
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| **Daily** | Preferred operating rhythm when the lab is active |
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| **Skip empty days** | If there is no meaningful signal, either omit the file or write a short “no material delta” brief |
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| **Weekly rollup** | Optional later; not required for foundation |
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First operating mode is **manual** (human or agent drafts from the template). Automation is out of scope until the template is validated by at least one real brief.
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## How to write a brief
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1. Copy `briefs/_template.md` to `briefs/YYYY/MM/YYYY-MM-DD.md`.
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2. Fill only sections with signal; leave others as `*(none)*` rather than inventing news.
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3. Cite primary sources (papers, model cards, release notes, repos, pricing pages).
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4. Flag **collection candidates** with enough metadata for inventory review.
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5. Keep **lab implications** short and actionable (or omit).
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## Design principles
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See `INTENT.md` and `history/InitialExploration.md`:
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- Signal over noise
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- Actionable for the lab
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- Price and access aware
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- Reproducible sources
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- Just-in-case bias for rare/high-leverage open weights
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## Baseline vs daily
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The **baseline field survey** is not a daily brief:
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- `research/2026-07-24-baseline-field-survey.md`
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Daily files under this tree are **deltas** from that baseline and prior dailies.
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Playbook: `docs/daily-brief-playbook.md`. Sources: `docs/sources-allowlist.md`.
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## Axes reminder
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| Axis | Section in template |
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| ---- | ------------------- |
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| A | Frontier & commercial |
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| B | Edge / local / open |
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| C | Training & specialization |
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| D | Harness & fleet |
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briefs/_template.md
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briefs/_template.md
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---
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date: YYYY-MM-DD
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timezone: Europe/Berlin # or UTC — pick one and keep consistent
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author: # human or agent name
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status: draft # draft | final
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sources_checked: [] # optional list of channels scanned
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---
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# Freedom Intelligence Daily Brief — YYYY-MM-DD
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## Headline deltas
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What actually moved the needle today (3–7 bullets max). If nothing material: `*No material delta.*`
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-
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## Frontier & commercial (axis A)
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Capabilities, benchmarks, price moves, API access changes.
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| Item | Delta | Sources | Lab relevance |
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| ---- | ----- | ------- | ------------- |
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| | | | |
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*(none)*
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## Edge / local / open (axis B)
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Runnable intelligence at low cost; quantization; inference runtimes; licenses for local ops.
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| Item | Delta | Sources | Lab relevance |
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| ---- | ----- | ------- | ------------- |
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| | | | |
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*(none)*
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## Training & specialization (axis C)
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Pre-/mid-/post-training methods, adapters, datasets, homelab-fit recipes, domain eval.
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| Item | Delta | Sources | Lab relevance |
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| ---- | ----- | ------- | ------------- |
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| | | | |
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*(none)*
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## Harness & fleet (axis D)
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Agent frameworks, orchestration, sandboxing, multi-agent ops, fleet management.
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| Item | Delta | Sources | Lab relevance |
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| ---- | ----- | ------- | ------------- |
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| | | | |
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*(none)*
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## Collection candidates
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Open-weight models (or justified companions) worth parking on backup storage.
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Use inventory field names where possible — see `inventory/schema.yaml`.
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| Candidate | Source / revision | License | Est. size | Why reserve | Priority |
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| --------- | ----------------- | ------- | --------- | ----------- | -------- |
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| | | | | | low / med / high |
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*(none)*
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## Lab implications
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Optional: concrete next actions for Freedom Intelligence or NetKingdom consumers.
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-
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## Notes / caveats
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Benchmark gaming, unconfirmed rumors, paywalled claims, etc.
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-
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