August 28, 2025
Daniele Moltisanti
8 min
LMArena: How the Web’s Most-Watched LLM Leaderboard Works in 2025
LMArena (formerly Chatbot Arena) in 2025: Arena Elo, category leaderboards, new arenas, caveats, and how to pick models with human-preference data.
January 30, 2025
Daniele Moltisanti
5 min
What is Mixture of Experts (MoE)? The Secret Behind Efficient AI Models
Discover how Mixture of Experts (MoE) enables AI models to scale efficiently without massive computational costs. Learn how MoE works, its advantages, and real-world implementations in LLMs
December 25, 2024
Daniele Moltisanti
5 min
Large Concept Models: Meta’s Next Frontier in AI
Explore Meta's revolutionary Large Concept Models (LCMs), their high-level abstraction, SONAR embedding space, and performance benchmarks. Discover how LCMs redefine AI capabilities with multilingual and multimodal support.
December 19, 2024
Daniele Moltisanti
5 min
ModernBERT: Redefining Encoder-Only Transformer Models
Explore ModernBERT, a state-of-the-art evolution of BERT with extended context handling, architectural enhancements, and applications in NLP and code understanding. Discover its benchmarks and practical use cases.
December 15, 2024
Daniele Moltisanti
4 min
The 2024 Gartner Hype Cycle for Generative AI: A Roadmap for Innovation
Explore Gartner's 2024 Hype Cycle for Generative AI, highlighting emerging trends, key technologies, and predictions for the future of GenAI. Learn how businesses can leverage these insights to drive innovation and growth
November 30, 2024
Daniele Moltisanti
3 min
RAGCache: Enhancing Efficiency in Retrieval-Augmented Generation
Discover how RAGCache optimizes Retrieval-Augmented Generation by reducing latency and improving throughput, enabling more efficient AI applications
November 29, 2024
Daniele Moltisanti
4 min
Why Conditional Data Permutations Are Essential for Accurate XAI Analysis
Learn why conditional data permutations are essential for accurate XAI. Discover how they solve the problem of correlation breakdown and improve variable importance and PDP analyses
November 28, 2024
Daniele Moltisanti
3 min
Docling: Streamlining Document Processing for Generative AI Applications
Discover how Docling simplifies document processing for AI applications. Learn about its features, installation, usage, and practical benefits in AI model training
November 22, 2024
Daniele Moltisanti
4 min
Genesis: Redefining Physics Simulations and AI Development
Discover Genesis, the groundbreaking physics simulation platform redefining AI and robotics with unparalleled speed, generative 4D environments, and user-friendly design. Explore its features and applications today!
November 20, 2024
Daniele Moltisanti
4 min
Meta Learning for Model Optimization: A Comprehensive Guide
Discover how meta-learning revolutionizes model optimization with a 3-step approach: featurizing meta-data, training a meta-learner, and searching for optimal models. Learn how this method automates AI efficiency
October 30, 2024
Daniele Moltisanti
4 min
How to Optimally Sample Imbalanced Data Practical Guide
Learn how to handle imbalanced data in machine learning with a step-by-step guide. Discover optimal sampling techniques, pilot models, and unbiased likelihood correction for better model performance
October 11, 2024
Daniele Moltisanti
5 min
KnockKnock: Automate Your Machine Learning Notifications with Ease
Automate machine learning notifications with KnockKnock, a Python library that integrates with Desktop, Telegram, Email, and Slack. Save time and monitor your training scripts efficiently