YORIMICHI RESEARCH LABORATORY / AP LAB

🐭 Applied Information Technology & AI Learning Experiment

How far can someone progress through AI-assisted exercises, starting with almost no knowledge of technical terminology?

Intuition → Technical Terms → Understanding
40Questions Answered
24Correct Answers
60%Overall Accuracy

00 | About This Experiment

An overview of Japan’s Applied Information Technology Engineer Examination, the purpose of these questions, and strengths and weaknesses observed in the first 20 questions.

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ROUND 1｜Q001–010

Initial assessment: networking, databases, binary numbers, search algorithms, security, and more.

QuestionsAnswers & Explanations

ROUND 2｜Q011–020

A slightly more challenging round covering SQL, single points of failure (SPOF), logical operations, performance, backups, and recall.

QuestionsAnswers & Explanations

ROUND 3｜Q021–030

DNS, binary numbers, loops, OR, foreign keys, differential backups, and more. Score: 5/10 (50%). Confidence and reasoning were not recorded.

Questions, Explanations & Results →

ROUND 4｜Q031–040

NAT, binary numbers, SQL, social engineering, AND, incremental backups, performance, false positives, redundancy, and recall. Score: 7/10 (70%), with reasoning recorded.

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Flight Log

A flight log tracking accuracy and changes in challenging topics at the 50- and 100-question milestones.

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Current hypothesis: Across the first 40 questions, early signs suggest that previously learned concepts—such as binary numbers, AND, and incremental backups—are being applied to new problems. At the 50-question milestone, we will assess not only accuracy but also whether answers came from knowledge, reasoning, elimination, or guessing.