Policy dependency / Stack layer
A controlled ablation on a production science agent finds the model choice dominates topology and prompting, and a PPO policy nearly matches it for free
arXiv
Policy dependency / Stack layer
Cherry Studio v2.0.9 unifies tool approval into one declarative policy and lets the provider catalog hot-update without an app release
GitHub
Policy dependency / Stack layer
A vision paper separates access from control and argues AI concentrates software power rather than democratizing it
arXiv 2608.24720 (submitted 2026-08-25)
Stack layer / Contrast
CopilotKit shipped three tags in six days including a same-day Python SDK release, at 37,068 stars
GitHub
Policy dependency / Stack layer
r/LocalLLaMA Is Revolting Against Its Own Megathread Policy, Arguing It Killed Release-Day Discussion
r/LocalLLaMA
Stack layer / Contrast
Gradient open-sources a full reinforcement-learning loop for training tool-using research agents with GRPO
GitHub
Stack layer / Contrast
CyberFactory Turns CVEs From the Wild Into Executable Training Tasks; Aegis Hits 52.4% Pass@1 on CyberGym, +22.8 Over Its Base
arXiv 2608.23181
Stack layer / Update thread
IBM Released Granite 4.2 as Dense Reasoning Models at 3B, 8B and 30B Under Apache 2.0 With a 512K Context
Hugging Face (ibm-granite), via r/LocalLLaMA