AI Research Posts

Top 10 GitHub Repositories to Master AI, Machine Learning and Data Science

10 best GitHub repositories to master AI, machine learning,and data science — from beginner curricula to 500+ projects with code.

Baichuan Intelligence: The AI Tiger Focused on Math and Healthcare

Inside Baichuan Intelligence — founder Wang Xiaochuan, Tsinghua roots, 12 LLMs, and why this $2.8B Chinese AI company is slowing down to win in healthcare.

LLaVA-o1: Step-by-Step Visual Reasoning VLM Explained

LLaVA-o1 reasons step-by-step through 4 structured stages & stage-level beam search. How it works, benchmarks vs GPT-4o-mini & Gemini-1.5-pro, and where it falls short.

🌁#77: Amid Big Model Chaos: Small Models and Embeddings Steal the Spotlight

plus our usual collection of interesting articles, relevant news, and research papers. Dive in!

12 Researches on Sparse Autoencoders

12 research papers on sparse autoencoders (SAEs): interpretability, LLM steering, feature extraction, and alignment.

🦸🏻#5: Building Blocks of Agentic Systems

What makes an AI agent work? A deep dive into profiling, knowledge,memory, reasoning, reflection & actions — the core components of agentic systems.

How to improve the observability and reliability of your AI cluster [💡Webinar ]

Concepts: Supervised, Semi-Supervised, Self-Supervised, Unsupervised types of Machine Learning

core methodologies behind training machine learning models

🌁#76: Rethinking Scaling Laws (when plateau is actually a fork)

we discuss Compound AI and test-time compute to challenge the scaling plateau and pave the way for smarter AI systems, along with our usual collection of interesting articles, relevant news, and research papers. Dive in!

8 Free Sources to Master Building AI Agents

Learn to build AI agents for free — 8 beginner-friendly courses: AutoGen, LangGraph, crewAI, LlamaIndex, Amazon Bedrock.

What is Mixture-of-Depths?

Mixture-of-Depths lets transformers skip layers for low-priority tokens, cutting FLOPs by up to 50%. Learn how MoD routing works and how it compares to MoE.

🌁#75: What is Metacognitive AI

Metacognitive AI — LLMs that monitor their own limits — is the next research frontier. Covers AI welfare, anthropomorphism debates, and top papers of the week.