Qualiteg - Qualiteg Consulting

3D CAD

[AI×CAD] Part 5: Preserve the "Why" That CAD Alone Cannot Explain — A Practical Approach to Design Knowledge and Local LLMs

CAD records the final geometry, but geometry alone cannot explain why. Ask designers questions grounded in geometric facts, preserve their reasons alongside the model, and use revision comparisons to put design knowledge and local LLMs in a practical workflow.

3D CAD

[AI×CAD] Part 4: Review a Design with AI Without Sending 3D Geometry to the LLM — Analyze First, Then Pass Structured Results

You can get an AI design review without uploading confidential 3D data to a cloud AI. In CADAS, the geometry engine analyzes tooth counts, couplings, holes and fillets first, and the LLM receives only that structured data (about 1 KB). Real findings, the JSON we sent, and the abuse safeguards.

3D CAD

[AI×CAD] Part 3: Catch "This Shape Won't Release" While You Design — Automatic Mold DFM Checks (Draft Angles, Undercuts, Wall Thickness) in a Browser

Draft angles, undercuts and local wall thickness can be pre-checked from geometry once you pick the mold-opening direction. We ran CADAS's mold DFM on a plastic case with deliberate defects and explain how it reaches 11.8% needs-draft, 0.2% undercut (side hole only) and a 2.00 mm median thickness.

LLM

Japanese LLM Rankings 2026 — Benchmark Analysis Report (September 1 Edition)

Introduction This report takes a comprehensive look at the performance of Japanese-capable LLMs, based on the Nejumi Leaderboard 4 benchmark data (September 1, 2026 snapshot). Last time we published the July 10, 2026 edition of this analysis, and in less than two months the top spot has already changed hands.

3D CAD

[AI×CAD] Part 2: Still Counting Holes for Every Quote? Picking Up Holes, Counterbores and Countersinks Automatically from STEP B-Rep

In STEP exported with analytic surfaces, hole, counterbore, countersink and fillet dimensions are recorded as numbers. We show how feature recognition in CADAS, our free 3D CAD viewer and AI analysis tool, turns 12 holes into a 5-row table with the exact STEP-recorded dimensions.

3D CAD

[AI×CAD] Part 1: Nobody Outside the Design Department Can See Your 3D Data — Solve It Free, in a Browser

We released CADAS, a free 3D viewer that opens STEP files in your browser. No install or sign-up. Viewing, measuring and sectioning are processed in-browser and files are never transmitted. Here is how to share 3D data with departments that have no CAD license, with real screens and measurements.

LLM Security

Data Loss Prevention in the AI Era: Part 2 — Beyond Traditional DLP: the Essential Challenges AI-DLP Must Solve

Hello! In the previous article, we walked through the mechanics and limits of HTTPS interception as the technical foundation of data-loss prevention in the AI era. From decrypting SSL/TLS traffic with a proxy server and operating an intermediate CA certificate to the technical constraint of certificate pinning, we laid

ClaudeCode

What's Next for Claude Fable 5? A Fact-Based Look at the Timeline, Costs, and Outlook

Hello! On July 2, 2026 (Japan time), Claude Fable 5 became available again from Japan. Anthropic's top-tier model "Claude Fable 5" arrived in June 2026 to enormous attention, was suspended just three days later by a U.S. government directive, and then returned on July 1

AI Agents

AI Is Transforming Both Offense and Defense — The Security Market in 2026 and the Decade Ahead

Over the past few years, the premises of the cybersecurity conversation have shifted substantially. The old center of gravity was "how do we prevent intrusion" — but today, both attackers and defenders have begun using AI. As attacks become automated and scale at machine speed, defense too is entering

Generative AI Frontlines

Suspended Three Days After Release: What the U.S. Government Directive on Fable 5 / Mythos 5 Reveals About a New AI Availability Risk

Hello! In our previous article, we covered Claude Fable 5 and Claude Mythos 5, announced by Anthropic on June 9, 2026. Fable 5 took Mythos-class capability, added safeguards, and brought it down into a form that could be offered to general users. We described it as "the myth descending

LLM

Finally Generally Available: A Practitioner's Read on Claude Mythos 5 / Fable 5

Hello! This is the Qualiteg Product Development Team. On June 9, 2026, Anthropic announced Claude Fable 5 and Claude Mythos 5. In this article, we sort out what Fable 5 is, how it differs from Mythos 5, and what changes from the standpoint of using Claude Code and AI agents

Generative AI Frontlines

When Will a Mythos-Level Open Model Arrive?

Hello! Today we take up the topic that has the AI industry buzzing more than any other lately: "Claude Mythos" and the developments surrounding it. A month and a half after the announcement, the situation has moved considerably — opposition from the White House, moves by Japan's

AI Agents

Taking AI Agents into the Business, Part 3: What to Design First in Practice So AI Adoption Doesn't Stall

— What to design now to take AI adoption "into the business" (a three-part series) Hello! This is the Qualiteg Consulting Team. Our series "What to design now to take AI adoption into the business" reaches its third and final installment. In Part 1, we looked at

ClaudeCode

The State and Future of Coding Agents, Part 3: From AI That Writes to AI You Command — What's Changing in Development in 2026

Hello! The coding agent series has finally reached its finale! As 2026 unfolds, Claude Code, Cursor 3, and GitHub Copilot Coding Agent have all evolved beyond simple code completion or chat-style assistance into development workflows built on multiple agents. In this article we survey the latest developments in AI coding

AI-Business

The Complete Guide to Subscription Business, Part 3: Designing for Growth

Hello, this is Qualiteg Consulting! Welcome to Part 3 of our Complete Guide to Subscription Business! This time we cover PLG, SLG, unit economics, and the practical side of data-driven improvement. What you'll learn in this article - The differences between PLG, SLG, and land-and-expand, and when to

Generative AI Frontlines

Anthropic Unveils "Mythos" — the Model Too Powerful to Release

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