Stack layer / Contrast
Long-Horizon-Terminal-Bench: Best Frontier Agent Clears Just 15% of Real Terminal Tasks, Mean 4.3%
arXiv (Tencent Hunyuan) / HuggingFace Daily Papers
Policy dependency / Stack layer
First Recon AI ships AI Security Runtime GA — inline policy enforcement on every agent-to-agent and agent-to-tool call
Business Wire
Stack layer
KronQ Pushes 2-Bit Quantization of LLaMA-3-70B to 7.93 Perplexity Where GPTQ Falls Apart
arXiv (COLM 2026) / HuggingFace Daily Papers
Stack layer
BiSCo-LLM: Lookup-Free Binary Spherical Coding for ~2-Bit LLM Compression
arXiv
Stack layer
A Sentence-Level Sign Language Translation System Built for Real-Time Deployment
arXiv
Stack layer
Cache and reuse agent-generated tools instead of regenerating code every request (arXiv 2607.08010, July 9)
arXiv 2607.08010
Stack layer
zkComposer Decomposes Proof Construction to Scale Zero-Knowledge ML Inference
arXiv
Stack layer
Self-Guided Test-Time Training: Let the Model Pick Its Own Evidence Spans for +15% Long-Context Accuracy
arXiv / HuggingFace Daily Papers