What theme did 2WINS present at JaSST'26 Tokyo?

With the theme 'QA Response in the AIDD and SDD Era,' discussions focused on quality assurance approaches that take into account the probabilistic fluctuations unique to AI-generated content.

Why don't traditional QA standards apply in AI-driven development?

Because AI (LLM) generates outputs based on probability distributions, it is difficult to maintain a deterministic approach that always guarantees consistent correct results.

What kind of company is 2WINS?

2WINS is an AI startup company that originated from the University of Tokyo's Matsumoto Lab, applying cutting-edge AI technology to solve business challenges.

AI News NQ Analysis

<Session Report> Ryotetsu Ogawa, CEO of 2WINS, an AI Startup from UTokyo's Matsuo Lab, Makes a Guest Appearance at Japan's Largest Software Testing Technology Conference 'JaSST'26 Tokyo'

NQ Score 80/100

N1 Content Completeness 8

Key facts

<Session Report> Ryotetsu Ogawa, CEO of 2WINS, an AI Startup from UTokyo's Matsuo Lab, Makes a Guest Appearance at Japan's Largest Software Testing Technology Conference 'JaSST'26 Tokyo'
Ryotetsu Ogawa, CEO of 2WINS, an AI startup from the University of Tokyo, spoke at a technology session at JaSST'26 Tokyo. Together with Paul To Win, they discussed the changing role of QA in the era of AI-Driven Development.
Source: PR TIMES
Date: Sat Apr 04 2026 01:00:01 GMT+0900 (Japan Standard Time)

Direct answer

Ryotetsu Ogawa, CEO of 2WINS, an AI startup from the University of Tokyo, spoke at a technology session at JaSST'26 Tokyo. Together with Paul To Win, they discussed the changing role of QA in the era of AI-Driven Development.

Citation: <Session Report> Ryotetsu Ogawa, CEO of 2WINS, an AI Startup from UTokyo's Matsuo Lab, Makes a Guest Appearance at Japan's Largest Software Testing Technology Conference 'JaSST'26 Tokyo' (Sat Apr 04 2026 01:00:01 GMT+0900 (Japan Standard Time)), PR TIMES
Source: PR TIMES
Date: Sat Apr 04 2026 01:00:01 GMT+0900 (Japan Standard Time)

AI Summary (NQ-processed)

Ryotetsu Ogawa, CEO of 2WINS, an AI startup from the University of Tokyo, spoke at a technology session at JaSST'26 Tokyo. Together with Paul To Win, they discussed the changing role of QA in the era of AI-Driven Development.

AI Analysis

Frequently Asked Questions

Q: What theme did 2WINS present at JaSST'26 Tokyo?: A: With the theme 'QA Response in the AIDD and SDD Era,' discussions focused on quality assurance approaches that take into account the probabilistic fluctuations unique to AI-generated content.
Q: Why don't traditional QA standards apply in AI-driven development?: A: Because AI (LLM) generates outputs based on probability distributions, it is difficult to maintain a deterministic approach that always guarantees consistent correct results.
Q: What kind of company is 2WINS?: A: 2WINS is an AI startup company that originated from the University of Tokyo's Matsumoto Lab, applying cutting-edge AI technology to solve business challenges.