You Probably Don’t Need an Agent Framework
an LLM application. Ok, the first thought that comes to your mind is: let’s build a powerful agent! But immediately…
AI Tools
AI Tools
What the Question Parser Extracts from a User String: Keywords, Scope, Shape, Decomposition, Clarification
part of the question-parsing brick of Enterprise Document Intelligence, a series that builds an enterprise RAG system from four bricks:…
Google Cloud generative AI automates council planning operations
Government ministries are deploying Google Cloud generative AI across municipal agencies to automate council planning operations. Public sector administration handles…
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 on Grouped Query Attention (GQA). It targets one…
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 is direct. Before a model ships, simulate its…
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” + “=”*70) seqlens = [37, 120, 8, 200]…
Meet Qwen-RobotSuite: Three Embodied AI Models for VLA Manipulation, Video World Modeling, and Navigation
The Qwen team has released three embodied AI models, grouped as Qwen-Robot-Suite. The three are Qwen-RobotManip, Qwen-RobotWorld, and Qwen-RobotNav. Each…
Drilling Into AI’s Financial Sustainability
In my April column, I talked about of the true cost of AI is a potentially fatal flaw for the profitable…
Insurers pivot AI strategy toward core risk underwriting
AI investments by insurers are now expected to generate tangible business value beyond mere efficiency. According to findings in the…
Run a Local LLM with OpenClaw on Your Mac Mini
You bought the Mac Mini for Openclaw. Perfect. late, Anthropic has pushed OpenClaw users toward its pay-per-token API1, turning what…