AI Consultant | Enterprise Agentic AI | Tokenization payment

不积跬步，无以至千里
不积小流，无以成江海

Great journeys begin with small steps;
mighty rivers grow from little streams.

How Amazon’s AI Chatbot Rufus Transformed Black Friday Shopping

2 December 2025 · 4 min read

Guardrails 2.0 - Why Ontology — Not Just Rules — Could Save AI Agents from Getting Lost in Enterprise Data

1 December 2025 · 4 min read

When Even the Smartest AI Falters — 200 Finance Experts Put GPT-5 Gemini 2.5 Pro and Claude Sonnet 4.5 to the Test

1 December 2025 · 7 min read

AI Agents in Action - Foundations for Evaluation and Governance

1 December 2025 · 2 min read

LightMem - Lightweight and efficient memory-augmented generation

1 December 2025 · 5 min read

Paper summary - General Agentic Memory Via Deep Research

1 December 2025 · 6 min read

Paper summary - The Future Is Neuro-Symbolic - Where Has It Been, and Where Is It Going

30 November 2025 · 4 min read

When AI’s Deadlines Turn Dangerous - New Study Shows Agents Break the Rules Under Pressure

30 November 2025 · 4 min read

Coupang’s Massive Data Breach Exposes Nearly All Korean Customers

30 November 2025 · 4 min read

Summary of the paper - OWL - Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation

30 November 2025 · 5 min read

AI Company Watch

Qwen Momentum - Consumer Launches, Regional Partnerships, and Device Integration — Weekly Briefing (Nov 22–29, 2025)

29 November 2025 · 7 min read

AI Company Watch

Microsoft weekly - agentic models, privacy hardening, and product polish (Nov 22–29, 2025)

29 November 2025 · 7 min read