Interpretability

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Mechanistic Interpretability: The Key to Trusting Agentic AI

聽馃Agent 聽Content type: Discussion
bradenkelley.com路

Query Lens: Interpreting Sparse Key-Value Features with Indirect Effects

聽馃攳RAG 聽Content type: Academic
arxiv.org路

rentruewang/inversql: Create SQL that match your selection (with explainable AI), not the other way around

聽馃攳RAG 聽Content type: Code
github.com路路Hacker News

What shapes your power bill? Explainable AI outlines forecasts behind grid and price decisions

聽馃捑Memory Systems
techxplore.com路

How Does XAI Actually Work? A Look at SHAP and LIME in Cybersecurity

聽馃幆Alignment 聽Content type: Blog
medium.com路

Building MalTrace: A Behavioral Malware Analysis Pipeline with Explainable AI

聽馃Cognitive Neurosciens for AI 聽Content type: Blog
medium.com
路

Compositional and interpretable representation of histology using AI foundation models and sparse autoencoders

聽馃帹Multimodal AI 聽Content type: Academic
biorxiv.org路

AI Predicts Brain Tumor Molecular Subtypes in Twelve Minutes

聽馃Neuroscience
neurosciencenews.com路

Playing with Vision Embeddings

聽馃帹Multimodal AI
prestonbjensen.com路路Hacker News

A Practical Guide to Assessing Agentic AI Companies for Enterprise Needs

聽馃Agent
netnewsledger.com路

[Paper] Dictionary Learning Identifiability for Understanding SAEs

聽馃捑Memory Systems
lesswrong.com路

One Lens, Many Worlds : A Capability-Typed Interface for World-Model Interpretability

聽馃捑Memory Systems 聽Content type: Academic
arxiv.org路
Less-relevant results

Is the Space Pope Reptilian?

聽馃幆Alignment 聽Content type: News
tearsinrain.ai路路Hacker News

DataXflowGen for GenAI-driven model generation

聽馃帹Multimodal AI 聽Content type: Academic
nature.com路

Anish-185/Production-Line-Performance-Checker

聽馃幆Alignment 聽Content type: Code
github.com路路r/coding

Interpreting and Steering a Text-to-Speech Language Model with Sparse Autoencoders

聽馃帹Multimodal AI 聽Content type: Academic
arxiv.org路

BioByte 162: The Hype of Virtual Cells, ESMC's AlphaFold3-Like Performance, and the Prediction of Antibody Non-Specificity

聽馃攳RAG 聽Content type: Blog
decodingbio.substack.com路路Substack

Why Digital Identity Fraud Is Becoming a Bigger Threat to Financial Services

聽馃幆Alignment
globalbankingandfinance.com路

Trajectory Geometry of Transformer Representations Across Layers

聽馃Neuroscience 聽Content type: Academic
arxiv.org路

Coelho Mollo and Milli猫re: The Vector Grounding Problem

聽馃Embodied AI
philosophyofbrains.com路

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