· ai
When Shapley Values Break: A Guide to Robust Model Explainability
Shapley Values are one of the most common methods for explainability, yet they can be misleading. Discover how to overcome these limitations to achieve better i...
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- · ai
[Paper] Representation-Aware Unlearning via Activation Signatures: From Suppression to Knowledge-Signature Erasure
Selective knowledge erasure from LLMs is critical for GDPR compliance and model safety, yet current unlearning methods conflate behavioral suppression with true...
- · ai
[Paper] Learning Latency-Aware Orchestration for Parallel Multi-Agent Systems
Multi-agent systems (MAS) enable complex reasoning by coordinating multiple agents, but often incur high inference latency due to multi-step execution and repea...
- · ai
[Paper] Defending Large Language Models Against Jailbreak Attacks via In-Decoding Safety-Awareness Probing
Large language models (LLMs) have achieved impressive performance across natural language tasks and are increasingly deployed in real-world applications. Despit...
- · ai
[Paper] Model See, Model Do? Exposure-Aware Evaluation of Bug-vs-Fix Preference in Code LLMs
Large language models are increasingly used for code generation and debugging, but their outputs can still contain bugs, that originate from training data. Dist...
- · software
Essential Python Libraries Every Data Scientist Should Know in 2026
The Foundation: NumPy and Pandas NumPy is the backbone of numerical computing in Python. It provides support for large multi‑dimensional arrays and matrices, a...
- · ai
[Paper] Agent Skills in the Wild: An Empirical Study of Security Vulnerabilities at Scale
The rise of AI agent frameworks has introduced agent skills, modular packages containing instructions and executable code that dynamically extend agent capabili...
- · ai
Predicting Employee Salary Using Linear Regression
Salary Prediction Using Linear Regression !Njeri Muriithihttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%...
- · ai
[Paper] MHub.ai: A Simple, Standardized, and Reproducible Platform for AI Models in Medical Imaging
Artificial intelligence (AI) has the potential to transform medical imaging by automating image analysis and accelerating clinical research. However, research a...
- · ai
All the Different Types of AI Layers
markdown !Cover image for All the Different Types of AI Layershttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https...
- · ai
Introducing Community Benchmarks on Kaggle
!Cover image for Introducing Community Benchmarks on Kagglehttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=auto,format=auto/https%3A...
- · ai
Adapting the Facebook Reels RecSys AI Model Based on User Feedback
We’ve improved personalized video recommendations on Facebook Reels by moving beyond metrics such as likes and watch time and directly leveraging user feedback....