AI News
NVIDIA SkillSpector Guide: Scanning AI Skills for Security Risks with Static Analysis and SARIF Reports
print("Batch scanning the whole corpus (static-only)...\n") summary_rows = [] all_findings = [] for skill in SKILLS: res = scan(skill, use_llm=False, output_format="json") fnds = findings_of(res) summary_rows.append({…
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Vercel Releases Eve: An Open-Source AI Agent Framework Where Each Agent is a Directory of Files Mapped to Capabilities
Vercel has released eve, an open-source framework for building, running, and scaling…
Your Churn Threshold Is a Pricing Decision
says “this customer’s probability of leaving is 0.4” and your code does…
The Secret to Reproducible and Portable Optimization: ORPilot’s Intermediate Representation (IR)
In my previous post, I four core innovations that makes ORPilot a…
You Probably Don’t Need an Agent Framework
an LLM application. Ok, the first thought that comes to your mind…
MiniMax Sparse Attention (MSA): a Two-Branch Block-Sparse Attention Trained on a 109B-Parameter MoE With a 3T-Token Budget
MiniMax released MSA (MiniMax Sparse Attention), a sparse attention method built directly…
OpenAI’s Deployment Simulation Extends Pre-Deployment Risk Assessment to Agentic Coding Through Simulated Tool Calls
OpenAI published a new pre-deployment safety method called Deployment Simulation. The idea…
How to Build Memory-Efficient Transformers with xFormers Using Packed Sequences, GQA, ALiBi, SwiGLU, and Causal Attention
print("\n" + "="*70 + "\n4. Variable-length packed batch — no padding waste\n"…