--- title: "Weekly Dose #12 - Open Weights, Stateless Agents and the New AI Control Problem" url: https://daily.dev/posts/weekly-dose-12---open-weights-stateless-agents-and-the-new-ai-control-problem-p1fcbez5e source_url: https://mlpills.substack.com/p/weekly-dose-12-open-weights-stateless type: article source: "Machine Learning Pills" published: 2026-08-02T15:04:51.654Z updated: 2026-08-02T15:05:16.509Z tags: ["llm", "ai-agents", "mcp", "ai-governance"] reading_time: 9 upvotes: 2 comments: 0 language: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # Weekly Dose #12 - Open Weights, Stateless Agents and the New AI Control Problem **[Machine Learning Pills](https://daily.dev/sources/mlpills)** · 9 min read · 2 upvotes · 0 comments ## Summary A curated weekly roundup of five major AI/ML developments from late July to early August 2026. Moonshot AI released full weights for Kimi K3, a 2.8-trillion-parameter MoE model requiring data-center-scale infrastructure. The MCP Go SDK shipped a stateless protocol rewrite (version 2026-07-28), removing session IDs and enabling standard load balancing. Microsoft announced Project Perception, a multi-agent security system using specialist model routing to cut costs by ~50%. The EU AI Act's Article 50 transparency requirements took effect, mandating AI disclosures and machine-readable content markings. GitHub fully retired its Models service while AWS moved several first-generation AI services (Bedrock Agents, Kendra, Q Business) to maintenance mode for new customers. The overarching theme: AI systems are becoming easier to connect but harder to own, with managed services carrying lifecycle risk and open weights not equating to accessible infrastructure. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Similar posts on daily.dev - [This Week in AI: Open Weights, Frontier Models, Sandbox Escapes, Voice & AI Detection](https://daily.dev/posts/this-week-in-ai-open-weights-frontier-models-sandbox-escapes-voice-ai-detection-tx92vwcwt) · ThursdAI · 1 upvotes · 1 comments - [Weekly Dose \#8 - AI Is Becoming an Operating Layer You Govern](https://daily.dev/posts/weekly-dose-8---ai-is-becoming-an-operating-layer-you-govern-0nnycdy1j) · Machine Learning Pills · 1 upvotes · 0 comments --- Tags: [#llm](https://daily.dev/tags/llm), [#ai-agents](https://daily.dev/tags/ai-agents), [#mcp](https://daily.dev/tags/mcp), [#ai-governance](https://daily.dev/tags/ai-governance) [View this post on daily.dev](https://daily.dev/posts/weekly-dose-12---open-weights-stateless-agents-and-the-new-ai-control-problem-p1fcbez5e)