あたたかいまち

AIと会計　税務

　AIに、公開情報を読み込ませ、会計、税務の検討をさせ始めた。始めは、基本とずれた考えをAIは示した。大規模自然言語処理は、論理でなく、アルゴリズム、確率だと改めて確認させられる。自分の創作、視界の俯瞰のために、動画、SNS発信のためにAIを使っていた時はAIの力を享受していたが、それと裏腹な結果に愕然とした。

　条文、通達、根拠を、示してと指示し、矛盾を指摘し続け、同じような税務、会計関係者の取組みを、AIに読み込ませ、組み込み。対話を続けている。

　自分の一番わからない論点を書き込み、そのAIの回答を読んで、更に、自分で、また調べながら、書き込む。AIで創作をするより、確かな手ごたえがある。

　AI, Accounting, and Taxation

I began using AI to analyze accounting and tax matters by having it process publicly available information. At first, however, the AI produced ideas that deviated from fundamental principles. This experience made me realize once again that large-scale natural language processing does not operate on strict logic, but rather on algorithms and probabilities.

When I had been using AI for creative work—for expanding my perspective, producing videos, and sharing content on social media—I was able to fully benefit from its capabilities. Yet, encountering such contrasting results in the domain of accounting and taxation left me deeply unsettled.

I instructed the AI to present legal provisions, administrative guidance, and supporting grounds, and I continued to point out inconsistencies. At the same time, I had it absorb and incorporate similar approaches taken by other professionals in accounting and taxation. Through this ongoing dialogue, I kept refining the interaction.

Now, I write down the points I understand the least. I read the AI’s responses, then investigate further on my own, and write again. Compared to using AI for creative purposes, this process gives me a much stronger sense of certainty and engagement.