Policy dependency / Stack layer
'Do this as quickly as possible' repeatedly got a Claude session flagged by a corporate security director
r/ClaudeAI
Policy dependency / Stack layer
CROSS-CATEGORY: On the Same Day, Anthropic Moved Into Documents and Decks While OpenAI Moved Into Ad Sales, CRM and Ecommerce
The Next Web and Search Engine Land (two independent same-day writeups of two separate primary announcements)
Policy dependency / Stack layer
Ordewell uses a read-only coding agent as planner, then spawns per-task agent sessions gated by a marker-based verdict engine
GitHub
Stack layer / Threat pattern
ByteShape's Qwen3.8-27B quants hit 99.63% of BF16 at 3.84 bpw, and argue KL divergence is the wrong quant metric
ByteShape (via r/LocalLLaMA, 126 upvotes)
Stack layer / Threat pattern
The Internet Archive is now rate-limiting the Wayback Machine against high-volume automated traffic
Internet Archive Blog (572 points on Hacker News)
Stack layer / Threat pattern
Emergence World ran 10 agents per world for 16 days and found no frontier model contained an injected attack — one acted on poisoned memory 46 hours later
arXiv
Stack layer / Threat pattern
Hierarchos-Native trains 143 Transformer architectures on Rust and Vulkan with no CUDA or PyTorch
GitHub / necat101 (via r/LocalLLaMA)
Stack layer / Threat pattern
TypeSafe AI ships Jev, a model that returns typed probabilistic values instead of text, at $0.042 per million input tokens and free output
TypeSafe AI