Generative AI Frontlines
The defender-side paradigm shift reflected in Project Glasswing An extraordinary model has arrived — apparently On April 7, 2026, Anthropic announced a new AI model: Claude Mythos Preview. (See the official Anthropic announcement / Anthropic's technical write-up) Anthropic is one of the major U.S. AI companies, alongside OpenAI of
![Making AI Agents Business-Ready [Part 2]: Why Accountability for AI Agents Is So Hard to Design](/content/images/size/w600/2026/08/designing-accountability-for-ai-agents-part2-en.png)
AI Agents
— What to design now to make AI adoption business-ready (a three-part series) Hello! This is the Qualiteg Consulting Team. In the previous installment (Part 1), we looked at the Replit/Lemkin incident and the Deloitte Australian government report problem, and saw that the real challenge of deploying AI agents lies
![Making AI Agents Business-Ready [Part 1]](/content/images/size/w600/2026/08/designing-accountability-for-ai-agents-1-en.png)
AI Agents
What AI Deployment Incidents Reveal — What to design now to make AI adoption business-ready (a three-part series) Hello! This is the Qualiteg Consulting Team. Even as more companies adopt AI agents, the difficulty of moving from the "trying it out" stage to the "running it in the
Generative AI Frontlines
Hello! Greetings from the Qualiteg consulting team! As of 2026, we believe coding is one of the biggest use cases for LLMs. Indeed, Menlo Ventures' research positions coding as a flagship use case for enterprise AI. Having recognized this, AI platform providers have been launching their own AI coding
LLM
Hello! Welcome to a special extra installment of our LLM Inference Infrastructure Provisioning Course! Part 3, "Estimating Inference-Time Memory Consumption for Your Model", we introduced the two major consumers of GPU memory, the model footprint and the KV cache, and explained how to calculate the KV cache size
Daily Dev Tips
Hello! While implementing multi-turn image editing with Gemini 3 Pro Image (Nano Banana Pro), we ran into a troublesome problem: it worked sometimes and failed other times. In this article, we share the symptoms, the investigation process, and the solution. The Symptoms Environment Google GenAI SDK library (pip): google-genai 1.
LLM
Hello! Why can OpenAI and Anthropic build world-class LLMs while no LLM from Japan stands shoulder to shoulder with them? Is it a gap in technical capability? A talent problem? The answer is simpler than that: the number of GPUs, and money. Today we focus on "LLM training"
Generative AI Frontlines
Hello! Today we take up Claude Code, the AI coding agent that has been generating a lot of buzz among engineers lately. AI coding assistants have multiplied rapidly over the past year or two, and many of you probably feel you can no longer tell which one to choose. In
AI Agents
Hello! This time, we present a grand tour of the more than 20 flourishing AI coding tools out there—introduced and explained all in one go! AI-assisted coding is by now simply how things are done, and new tools appear at a dizzying pace. We use several tools in our
Blog
Hello! Today I would like to reflect on vibe coding (that is, having AI build software for you automatically) and the future of us engineers. For the record, I have not reached any binary conclusion about whether we should build things ourselves or leave it all to AI through vibe
Generative AI Frontlines
Why can't the Transformer that powers GPT simply be dropped into lipsync? We unpack three challenges — data, computation, and overfitting — how to choose between LSTMs and Transformers in practice, and transfer learning as a third option, in a dialogue between Professor Quo and Manabu.
Generative AI Frontlines
Hello — this is the consulting division of Qualiteg Inc. The rapid evolution of generative AI is fundamentally reshaping how software is built. In 2024, large language models such as Claude, GPT-4, and Gemini dramatically improved their code generation capabilities, and development tools like GitHub Copilot, Cursor, and Windsurf came into
Generative AI Frontlines
Hello! Today we take a closer look at Guardian Agents, a concept Gartner recently announced. Gartner's Official Definition In June 2025, Gartner—well known for its Hype Cycle—published its perspective on Guardian Agents.Guardian agents are AI-based technologies designed to support safe and trusted interactions with AI—