Enise İrem Colak·7h agoExplainable AI: How Models Think? — III (Relevance Propagation)Part 3.4 — The Toolbox: Relevance Propagation
Carla Stone·1d agoThe Citation Is the ProductIn enterprise settings, a fluent answer is only a draft. The answer someone else can inspect, trace and challenge is the one you can…
InTowards AIbyHayanan·2d agoThe Machine Has Two StoriesScientists can now trace parts of an AI model’s hidden calculations. What they are finding is stranger than its answers: improvised…A response icon2A response icon2
InAIx{} ProjectbyYusuke Takahashi PhD·3d agoPaper: Yusuke Miyabe, Yusuke Takahashi, Asako Uraki: "Does Composition Dilute Context?Highlighting research from AIx{ }: this paper was presented at ICAST 2026 (International Conference on Applied Science and Technology) in…
InLevel Up CodingbyMohammed El Amine Mokhtari·5d agoSaliency Maps Do Not Flag Chest X-Ray AI Errors at New HospitalsAI-assistance disclosure: I drafted this article with AI assistance, then edited it and fact-checked every number against the paper…A response icon1A response icon1
Ayoub EL KHAIARI·6d agoDoes a Smaller Model Still Look at the Same Things?I distilled a vision transformer into two small models and compared what they look at. Four questions, one honest result.
Alexandria Davis·6d agoMy AI Agent Returned Null. It Was the Most Honest Thing It Did All Week.What a broken data pipeline taught me about explainability, the third layer of the PAL Framework, and why an explanation is only as true as…
Covasant Technologies·Nov 3Explainable AI for Agents: Replaying The Action PathFeature importance tells you why a score came out the way it did. It tells you nothing about why an agent called a tool.
Sanika Tare·Nov 1All about RAG : Retrieval-Augmented GenerationAsk a large language model about your company’s refund policy, last week’s news, or a paper published yesterday, and it will often give you…
