Stack layer / Contrast
MAGS routes coding-agent output through Dafny and reports 100% success at producing verified programs on 220 tasks
arXiv
Stack layer / Contrast
Infinite-Parameter LLMs generate feed-forward weights from live data instead of freezing them
arXiv
Stack layer / Contrast
Ternary Bonsai 2 27B ships a true 1.72-bit quantization of Qwen3.8-27B at 5.95 GB, and hit 405,000 downloads in under two days
Hugging Face / Prism ML (via r/LocalLLaMA, 1,347 upvotes)
Policy dependency / Update thread
An AI-Assisted Intelligence Report Hallucinated a Nuclear Cargo and Nearly Started a War
CNN
Stack layer / Contrast
Bespoke Nimble closes most of the Jev gap with a LoRA fine-tune of Qwen3.5-9B at 100ms on an H100
Latent Space (swyx)
Stack layer / Follow-up thread
Jan Schauma: Finding Thousands of AI-Discovered Vulnerabilities Has Not Made Anyone Safer
netmeister.org / Hacker News (331pts, 282 comments)
Stack layer / Contrast
PACT benchmarks whether enterprise assistants break their own system-prompt rules under pressure from a persistent user
arXiv / HuggingFace Daily Papers
Stack layer / Contrast
Splash serves coding agents on one Mac at 2x the next-fastest engine by specializing kernels per model
GitHub (incoai/splash)