tegwick b5f911140b 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.

2026-07-24 00:15:27 +02:00

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Sources allowlist — daily research

Standing channels for Freedom Intelligence briefs (axes A–D). Prefer primary sources over aggregators. This is a watchlist, not a scrape mandate.

Axis A — Frontier & commercial

Channel	What to extract
OpenAI / Anthropic / Google / xAI / DeepSeek blogs & release notes	Capability claims, deprecations
Official pricing pages	$/MTok in/out, cache, batch
Model cards for API models	Context limits, tool use, policies
LMSYS / Arena / artificialanalysis-class charts	Directional only; note gaming risk
SWE-bench Verified / Live leaderboards	Harness+model pairs, not raw IQ

Axis B — Edge / local / open

Channel	What to extract
Hugging Face org feeds: `Qwen`, `deepseek-ai`, `meta-llama`, `google`, `mistralai`, `BAAI`, `nomic-ai`	New weights, licenses, sizes
llama.cpp, vLLM, MLX, Ollama release notes	Runtime breakthroughs
GGUF / official quant announcements	Only after base model known

Axis C — Training & specialization

Channel	What to extract
arXiv cs.LG, cs.CL, cs.AI (recent)	Methods that fit homelab
Unsloth, Hugging Face TRL, Axolotl, LLaMA-Factory	Practical recipes
Preference-optimization papers/releases	DPO/ORPO/RLVR-class

Axis D — Harness & fleet

Channel	What to extract
OpenHands, Aider, SWE-agent, OpenCode, Cline repos/releases	Harness capability
sand-boxer / agent-harness / activity-core (internal)	Coulomb adjacency
MCP / tool-protocol standards	Interop shifts

Internal memory

Artifact	Role
`research/2026-07-24-baseline-field-survey.md`	Baseline; dailies are deltas
Prior `briefs/YYYY/MM/*.md`	Avoid duplicate headlines
`inventory/catalog/`	Collection status

Do not

Treat Twitter/X rumor as confirmed without primary link
Mirror entire HF orgs
Cite paywalled claims without noting access limit
Collect weights that fail the license gate (inventory/collection-policy.md)
Store API keys or customer data in briefs

Cadence hint

For a 30–60 minute manual brief: scan A pricing+releases (10m), B HF/org releases (10m), C one methods thread (10m), D harness releases (10m), write (15m). Skip empty sections.

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