Latest insights on AI, DX, and global business
Compare NeMo Guardrails, Azure Prompt Shields, LlamaGuard & more. A practical guide to selecting the best multi-layered LLM defense—covering criteria, costs & threats.
Learn how to design an LLM-as-a-Judge pipeline for multi-dimensional AI response evaluation without human review, and how to apply it to RAG quality metrics (RAGAS).
Practical framework for preventing autonomous agents from causing cascading failures in enterprise systems—covering action auditing, permission scoping, and escalation design.
Explains audit log design and operational frameworks for autonomous AI agents to retrospectively explain and verify "why they made that decision."
Learn how model distillation refines small models with your own data—no cloud API needed—plus on-premises implementation steps for enterprises with strict security requirements.
Explore Model Editing & Machine Unlearning techniques to precisely remove or correct misinformation without full retraining, including PDPA "right to be forgotten" compliance.
Improve RAG accuracy by combining Graph RAG and hybrid search (BM25 + vector) to reduce hallucinations. Covers evaluation metrics design to implementation patterns for production.
Learn how AI automates payment reminders—covering dunning rank scoring, notification optimization, and payment matching, plus common pitfalls for Japanese companies.
Master AgentOps best practices for stable AI agent operations—covering observability, evaluation, and improvement models, KPIs, maturity models, and failure prevention for practical org design.
Maximize inbound revenue for Laos tourism with multilingual AI chatbots & dynamic pricing. Phased roadmap leveraging the China-Laos Railway & Visit Laos 2026.
Explains multi-layered defense architecture compliant with OWASP Top 10 for LLM 2025 with TypeScript code. Covers prompt injection detection, PII masking, RBAC, output validation, and audit logging patterns.
Protect internal data from autonomous AI agents with sandbox isolation. Learn file, network & process separation plus network policy design for AI governance.
