Shared entity / Stack layer
Alibaba Is Leading a $300M Round in Model-Testing Startup UniPat AI at a $2.5B Valuation
Techmeme (via Bloomberg)
Shared entity / Stack layer
Sberbank's GigaChat-3.5 Reasoning is a 432B-A28B MIT-licensed MoE, and an early tester says it sugarcoats state-owned companies
Hugging Face / ai-sage (via r/LocalLLaMA)
Policy dependency / Stack layer
CROSS-CATEGORY: Three Independent Agent-Action Gates Shipped in 48 Hours, All Judging the Command Against Stated Intent
Product Hunt, github.com/AGGIB/Stroq and rewarelabs.com (three independent sources; the 72% figure is Reware's own)
Shared entity / Stack layer
Reranking 50 documents from the old index matched native retrieval on a Qwen 4B to 8B embedding upgrade
r/LocalLLaMA (cross-posted to r/MachineLearning)
Shared entity / Threat pattern
Anthropic ties about 200 million Claude exchanges to distillation by Alibaba, Moonshot and DeepSeek, and says Moonshot passed Claude answers off as Kimi
TechCrunch (corroborated by CNBC, SCMP, Anthropic threat report; via r/singularity)
Policy dependency / Stack layer
GitHub Code Quality lets you hand 25 findings to Copilot in one action and get a PR back
GitHub Changelog
Threat pattern / Update thread
Datasette ships security releases after an audit with Fable 5.1, GPT-5.6 and GPT-6 Astra found 'very subtle' permission bugs
Simon Willison's Weblog
Stack layer / Contrast
r/LocalLLaMA is asking mods to stop letting finetunes wear the "new model" tag
r/LocalLLaMA