depyf: Open the Opaque Box of PyTorch Compiler for Machine Learning Researchers
PyTorch texttt{2.x} introduces a compiler designed to accelerate deep learning programs. However, for machine learning…
Category: Machine Learning
AMUSE: Audio-Visual Benchmark and Alignment Framework for Agentic Multi-Speaker Understanding
Recent multimodal large language models (MLLMs) such as GPT-4o and Qwen3-Omni show strong perception but…
The Hidden Cost of Agentic Failure
Agentic AI has clearly moved beyond buzzword status. McKinsey’s November 2025 survey shows that 62%…
Beyond Accuracy: 5 Metrics That Actually Matter for AI Agents
AI agents , or autonomous systems powered by agentic AI, have reshaped the current landscape…
Apple Workshop on Reasoning and Planning 2025
Reasoning and planning are the bedrock of intelligent AI systems, enabling them to plan, interact,…
Learning to Evict from Key-Value Cache
The growing size of Large Language Models (LLMs) makes efficient inference challenging, primarily due to…
How to Write a Good Spec for AI Agents
This post first appeared on Addy Osmani’s Elevate Substack newsletter and is being republished here…
Study: AI chatbots provide less-accurate information to vulnerable users
Research from the MIT Center for Constructive Communication finds leading AI models perform worse for…
Exposing biases, moods, personalities, and abstract concepts hidden in large language models
A new method developed at MIT could root out vulnerabilities and improve LLM safety and…
Packaging Expertise: How Claude Skills Turn Judgment into Artifacts
Think about what happens when you onboard a new employee. First, you provision them tools.…