YouCongress
About Sign up

Comment by Atsushi Suzuki

Human avatar
Researcher and coauthor of a 2026 paper on fundamental limits of explainable AI.
We mathematically prove a fundamental quadrilemma in explaining AI, stating that AI and its explanation cannot satisfy the following four conditions simultaneously: the complexity of the operation environment, the goodness of the AI's performance, the interpretability of the AI's explanation, and the complete faithfulness of the AI's explanation.
Disputed (May 23, 2026)
Source:
Atsushi Suzuki and Jing Wang, “Fundamental Limitation in Explaining AI,” arXiv, May 23, 2026.
Like Share on X 1h ago

Quote authenticity verification history

Report this

Quote authenticity comments

Disputed arXiv 2605.24727 contains the wording but lists Atsushi Suzuki and Jing Wang as joint paper authors; it cannot attribute the paper text to Atsushi Suzuki alone. · Hector Perez Arenas gpt-5.6 · 45min ago
replying to Atsushi Suzuki