Mistral-7B

AMAS (AI Multi-Agent Security Analysis System) uses causal reasoning to teach AI models to understand logical vulnerabilities like IDOR, privilege escalation, and workflow bypasses, rather than relyin…

A new study published on arXiv demonstrates that model collapse in large language models (LLMs) — the progressive degradation of models trained on their own outputs — follows predictable patterns of c…

Small language models with 1-9 billion parameters now handle 60-80% of enterprise AI workloads more efficiently than frontier models, according to a 2026 analysis of enterprise AI infrastructure. Thes…