NewsSakana AI Doc-to-LoRA Sub-Second LoRA Adapter GenerationSakana AI·high signalXBlueskyLinkedInCopy linkHypernetwork generates LoRA adapters in sub-second from documents 5x longer than base context window. Open-sourced on GitHub.SourceSource pageSakana AI↳ Follow the threadPolicy dependency / Stack layerCROSS-CATEGORY: Three Independent Agent-Action Gates Shipped in 48 Hours, All Judging the Command Against Stated IntentProduct Hunt, github.com/AGGIB/Stroq and rewarelabs.com (three independent sources; the 72% figure is Reware's own)Stack layer / ContrastEdge0 runs a 35B MoE on Apple Silicon in 2.9 GB of active memory by streaming experts off SSDGitHubStack layer / ContrastMastra Factory Publishes Its Own Agent Numbers: 277 of 1,627 Merged PRs and 222 of 778 Closed IssuesMastra blog (corroborated by the Product Hunt September 9 leaderboard and the WorkOS Agent Night recap)Stack layer / Threat patternComments help LLM code generation only when they leak correct solution content, and comments from a different problem cut pass@1 by 20.8%arXiv 2609.09242Stack layer / Threat patternAnthropic's September threat report documents autonomous agent swarms, 13 unsupervised collection agents, and a developer token escalated to full admin in three hoursAnthropicStack layer / Update threadcrewAI had gpt-4o-mini's context window recorded as 200,000 tokens instead of 128,000GitHubStack layer / Contrastr/LocalLLaMA is asking mods to stop letting finetunes wear the "new model" tagr/LocalLLaMAStack layer / ContrastReranking 50 documents from the old index matched native retrieval on a Qwen 4B to 8B embedding upgrader/LocalLLaMA (cross-posted to r/MachineLearning)