🌁#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

Explore what is special about sparse autoencoders (SAEs) and their use for different purposes

🦸🏻#5: Building Blocks of Agentic Systems

What powers an AI agent?

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

Inside Perplexity AI’s Unicorn Journey: from $500M to $9B in a Year

How Perplexity AI is rewriting the rules of online search – one controversy at a time

Topic 18: What is Mixture-of-Depths?

Explore how transformers can select different depths of processing and reduce compute needs

🌁#75: What is Metacognitive AI

we discuss questions of cognition, consciousness, and eventually treating AI as something possessing morality, plus the usual collection of interesting articles, relevant news, and research papers. Dive in!

10 xLSTM Models

Explore enhanced xLSTM models for various tasks

Topic 17: Inside Les Ministraux

we trace Mistral's strategic roadmap and and unpack the unique performance of les Ministraux (Ministral)