From 13346fffe7d1e5172e1f59c575136781e7a5b824 Mon Sep 17 00:00:00 2001 From: rein-aharness Date: Thu, 5 Nov 2026 06:30:31 +0000 Subject: [PATCH] FI daily research brief 2026-11-05 (activity-core rhythm) --- briefs/2026/11/2026-11-05.md | 50 ++++++++++++++++++++++++++++++++++++ 1 file changed, 50 insertions(+) create mode 100644 briefs/2026/11/2026-11-05.md diff --git a/briefs/2026/11/2026-11-05.md b/briefs/2026/11/2026-11-05.md new file mode 100644 index 0000000..6067cda --- /dev/null +++ b/briefs/2026/11/2026-11-05.md @@ -0,0 +1,50 @@ +--- +date: 2026-11-05 +timezone: Europe/Berlin +author: rein-aharness +status: final +sources_checked: + - docs/sources-allowlist.md + - automated field scan via llm-connect +--- + +# Freedom Intelligence Daily Brief — 2026-11-05 + +> Automated brief (activity-core schedule → rein-aharness). Deltas only. + +## Headline deltas + +- DeepSeek-AI released `DeepSeek-V4-Flash-0731-Instruct`, an instruction-tuned variant of the existing V4-Flash-0731 MoE. +- The new `DeepSeek-V4-Flash-0731-Instruct` is a ~304B / ~13B-active MIT MoE (~167 GiB), suitable for local instruction-following. +- This new instruction-tuned model is a high-priority collection candidate, offering an immediate upgrade to the existing V4-Flash base model in the strategic reserve. +- No other material deltas observed in frontier APIs, other open-weight releases, training methods, or harness updates. + +## Frontier & commercial (axis A) + +*(none)* + +## Edge / local / open (axis B) + +| Item | Delta | Sources | Lab relevance | +| ---- | ----- | ------- | ------------- | +| DeepSeek-V4-Flash-0731-Instruct released. | New instruction-tuned variant of the DeepSeek-V4-Flash-0731 base model. This provides a direct instruction-following capability for the already collected base MoE. | https://huggingface.co/deepseek-ai/DeepSeek-V4-Flash-0731-Instruct | Immediate upgrade for local instruction-following capabilities using the DeepSeek-V4-Flash architecture. This is a critical step to make the collected V4-Flash usable for agentic tasks. | + +## Training & specialization (axis C) + +*(none)* + +## Harness & fleet (axis D) + +*(none)* + +## Collection candidates + +| id | org | name | priority | reason | approx size | license | +| -- | --- | ---- | -------- | ------ | ----------- | ------- | +| deepseek-ai__DeepSeek-V4-Flash-0731-Instruct | deepseek-ai | DeepSeek-V4-Flash-0731-Instruct | high | Instruction-tuned version of the already collected DeepSeek-V4-Flash-0731 base model. Essential for practical local agentic and chat use cases. MIT license allows retention and local ops. | ~167 GiB (fp16) | MIT | + +## Lab implications + +- Prioritize the collection of `deepseek-ai__DeepSeek-V4-Flash-0731-Instruct` to enable instruction-following capabilities for the existing DeepSeek-V4-Flash-0731 base model in the strategic reserve. This will require a Glacier restore of the base model if not already staged. +- Update the `inventory/catalog/deepseek-ai__DeepSeek-V4-Flash-0731__strategic.yaml` to reflect the availability of the instruction-tuned variant and potentially link to it as a primary use case. +- Monitor DeepSeek-AI for further updates or smaller, more efficient instruction-tuned variants of this model, especially if the full ~167 GiB is challenging for immediate staging.