63 lines
2.3 KiB
Markdown
63 lines
2.3 KiB
Markdown
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# Sources allowlist — daily research
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Standing channels for Freedom Intelligence briefs (axes A–D). Prefer **primary**
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sources over aggregators. This is a watchlist, not a scrape mandate.
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---
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## Axis A — Frontier & commercial
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| Channel | What to extract |
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| ------- | --------------- |
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| OpenAI / Anthropic / Google / xAI / DeepSeek blogs & release notes | Capability claims, deprecations |
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| Official pricing pages | $/MTok in/out, cache, batch |
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| Model cards for API models | Context limits, tool use, policies |
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| LMSYS / Arena / artificialanalysis-class charts | Directional only; note gaming risk |
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| SWE-bench Verified / Live leaderboards | Harness+model pairs, not raw IQ |
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## Axis B — Edge / local / open
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| Channel | What to extract |
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| ------- | --------------- |
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| Hugging Face org feeds: `Qwen`, `deepseek-ai`, `meta-llama`, `google`, `mistralai`, `BAAI`, `nomic-ai` | New weights, licenses, sizes |
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| llama.cpp, vLLM, MLX, Ollama release notes | Runtime breakthroughs |
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| GGUF / official quant announcements | Only after base model known |
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## Axis C — Training & specialization
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| Channel | What to extract |
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| ------- | --------------- |
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| arXiv cs.LG, cs.CL, cs.AI (recent) | Methods that fit homelab |
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| Unsloth, Hugging Face TRL, Axolotl, LLaMA-Factory | Practical recipes |
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| Preference-optimization papers/releases | DPO/ORPO/RLVR-class |
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## Axis D — Harness & fleet
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| Channel | What to extract |
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| ------- | --------------- |
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| OpenHands, Aider, SWE-agent, OpenCode, Cline repos/releases | Harness capability |
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| sand-boxer / agent-harness / activity-core (internal) | Coulomb adjacency |
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| MCP / tool-protocol standards | Interop shifts |
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## Internal memory
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| Artifact | Role |
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| -------- | ---- |
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| `research/2026-07-24-baseline-field-survey.md` | Baseline; dailies are deltas |
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| Prior `briefs/YYYY/MM/*.md` | Avoid duplicate headlines |
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| `inventory/catalog/` | Collection status |
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## Do not
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- Treat Twitter/X rumor as confirmed without primary link
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- Mirror entire HF orgs
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- Cite paywalled claims without noting access limit
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- Collect weights that fail the license gate (`inventory/collection-policy.md`)
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- Store API keys or customer data in briefs
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## Cadence hint
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For a 30–60 minute manual brief: scan A pricing+releases (10m), B HF/org
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releases (10m), C one methods thread (10m), D harness releases (10m), write
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(15m). Skip empty sections.
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