Catch up field brief, catalog Kimi K3, and wire live daily recurrence.
Add 2026-08-03 week catch-up brief with Kimi K3 as S1 strategic (collection deferred on ~1454 GiB vs 850 GiB soft quota), document recurrence ops, and add a workstation due-notice consumer cron helper. Production schedule was applied to railiance ConfigMap and Temporal (weekdays 07:30 Europe/Berlin).
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briefs/2026/08/2026-08-03.md
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---
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date: 2026-08-03
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timezone: Europe/Berlin
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author: grok
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status: final
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sources_checked:
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- research/2026-07-24-baseline-field-survey.md
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- briefs/2026/07/2026-07-28.md
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- public trackers (llm-stats, Artificial Analysis notes, HF moonshotai)
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- huggingface.co/moonshotai/Kimi-K3
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---
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# Freedom Intelligence Daily Brief — 2026-08-03
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> **Week catch-up** from 2026-07-28 (recurring automation did not fire).
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> Delta overview, not a full resurvey.
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## Headline deltas
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- **Kimi K3 open weights (Moonshot, ~Jul 27):** 2.8T MoE, ~1.45 TiB official tree, custom Kimi K3 License — currently **#1 open-weight** on several boards; primary strategic S1 candidate (storage exceeds 850 GiB soft quota as full tree).
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- **DeepSeek V4-Flash-0731 (Jul 31):** same cheap price/size class, large capability jump — strong open price-performance; revisit as mid-size S/W vs our R spine.
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- **Closed frontier churn:** Claude Fable 5 back after export pause; Claude Opus 5 / GPT-5.6 family / Grok 4.5 / Gemini Flash tiers all active in trackers.
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- **Lab:** FI daily brief still **due** since Jul 28 (only two prior events); R spine remains on VAULT; recurrence wiring resumed this session.
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- **Reserve action:** nominate `moonshotai/Kimi-K3` as S1 strategic with **collection deferred** pending capacity decision (full pull ≈1.45 TiB).
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## Frontier & commercial (axis A)
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| Item | Delta | Sources | Lab relevance |
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| ---- | ----- | ------- | ------------- |
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| Claude Fable 5 / Opus 5 | Fable restored; Opus competitive on coding/agentic | trackers / AA notes | Closed bar for harness evals via llm-connect |
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| GPT-5.6 Sol/Terra/Luna | GA; Luna deep discount end-Jul | OpenAI pricing notes | Budget routing tiers |
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| Grok 4.5 | Public coding-focused tier | xAI product notes | Compare agent coding bar |
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| Gemini 3.5/3.6 Flash class | Fast tiers shipping | Google product notes | Cheap closed automation |
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## Edge / local / open (axis B)
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| Item | Delta | Sources | Lab relevance |
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| ---- | ----- | ------- | ------------- |
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| **Kimi K3** | Best open general/agentic class; 2.8T / 1M ctx / vision | [HF moonshotai/Kimi-K3](https://huggingface.co/moonshotai/Kimi-K3) | S1 identity; **too large for 850 GiB soft quota** as full tree |
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| DeepSeek V4-Flash-0731 | Open MIT-class value leader after Jul 31 retrain | DeepSeek release trackers | Candidate later mid-tier collect |
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| GLM-5.2 | Still “hostable strong open” for many teams | trackers | Alternative S dense if we skip full K3 |
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| Qwen 3.7/3.8-class | Continued family updates | Alibaba trackers | Watch vs Qwen3-8B R default |
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## Training & specialization (axis C)
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*(none material for lab this window — no new FT stack displacement vs Unsloth/axolotl baseline)*
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## Harness & fleet (axis D)
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| Item | Delta | Sources | Lab relevance |
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| ---- | ----- | ------- | ------------- |
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| FI daily brief gap | No automated brief since 2026-07-28 | State Hub progress | Wire recurrence + consumer this session |
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| Agent swarm narrative (Kimi) | Product emphasis on multi-agent / long-horizon | Kimi product | Align axis D watchlist with K3 agent demos |
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## Collection candidates
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| id | org | name | priority | reason | approx size | license |
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| -- | --- | ---- | -------- | ------ | ----------- | ------- |
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| moonshotai__Kimi-K3__strategic | moonshotai | Kimi-K3 | high | S1 best open general/agentic; displace V3 as primary strategic identity | ~1454 GiB official | custom (Kimi K3 License) — review commercial thresholds |
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**Decision:** catalog + **defer download** until soft-quota / disk exception. Prefer official compressed if/when published under soft quota.
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## Lab implications
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- Keep R spine (Qwen3-8B, R1-Distill-14B, embeds) as daily local defaults.
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- Update strategic plan: S1 = Kimi K3 (identity), not only DeepSeek-V3.
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- Unblock weekday schedule on activity-core (ConfigMap apply + sync + schedule check).
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- Llama-3.2-3B still blocked on HF token (unchanged).
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