OK, this is wild. I just saw o3-mini (regular) to precisely simulate (calculate?) output of quite…
Category: Emsi
In this category I publish my original content that is blog posts, analysis, articles, random thoughts, experiments, etc. All that is not purely a feed of stuff that I’ve found on the internet.
Matryoshka Quantization: A Single Model for Multiple Precisions
As we move through 2025, the deployment of large language models (LLMs) continues to face a…
Mixture of Experts: Memory Efficiency Breakthrough in Large Language Models
Mixture of Experts: Memory Efficiency Breakthrough in Large Language Models A new study by researchers from…
AI-Generated SIMD Optimizations Double GGML WASM Performance
AI-Generated SIMD Optimizations Double GGML WASM Performance In a notable development for AI-assisted coding, a recent…
Titans: A New Path to Long-Term Memory in Neural Networks
Imagine having a conversation with someone who forgets everything each time you meet. Every interaction starts…
Breaking Free from Agents: How a Simple Framework Beat Complex AI Systems at Software Engineering
In a surprising turn of events in the AI world, sometimes less really is more. The…
Small Language Models Match OpenAI’s Math Prowess Through “Deep Thinking”
In a breakthrough development that challenges conventional wisdom about model size and capability, researchers at Microsoft…
AI Outperforms Human Experts in Research Ideation
In a interesting study that could reshape how we think about AI’s role in scientific discovery,…
Less is More: How Cutting Attention Layers Makes LLMs Twice as Fast
In an insightful paper from the University of Maryland, researchers have discovered something counterintuitive about Large…
Why GPT-4 is much better than GPT-4o
GPT-4 vs GPT-4o I could write a super lengthy explanation of why I prefer answers from…
Transform Your GitHub Commit Graph into a Personalized Art Canvas
Discover a novel way to personalize your GitHub profile with a unique banner on your commit…
Akai MPK Mini Plus vs Arturia Keystep 37
Choosing Your portable but versatile MIDI Controller Selecting the right, portable MIDI controller can feel like…
BRAG Models Shake Up RAG Landscape: High Performance at a Fraction of the Cost
In a surprising turn of events, researchers Pratik Bhavsar and Ravi Theja have introduced BRAG, a…
The Future of RAG and Potential Alternatives
Following article is the final part in series dedicated to RAG and model Fine-tuning. Part 1,…
RAG vs Fine-Tuning: Understanding RAG Meaning and Applications in LLM AI Systems, Part 3.
Following article is the third part in series dedicated to RAG and model Fine-tuning. Part 1,…
RAG vs Fine-Tuning: Understanding RAG Meaning and Applications in LLM AI Systems, Part 2.
Following article is the second part in series dedicated to RAG and model Fine-tuning. Part 1,…
RAG vs Fine-Tuning: Understanding RAG Meaning and Applications in LLM AI Systems, Part 1.
Following article is the first part in series dedicated to RAG and model Fine-tuning. Part 2,…
Gemma 2: Google DeepMind’s New Open-Source AI Models Pack a Punch
Google DeepMind has just dropped a bombshell in the world of open-source AI with the release…
10% and Rising: Measuring ChatGPT’s Quiet Influence on Research
A new study published on arXiv has uncovered the dramatic and unprecedented impact of large language…
Claude 3.5 Sonnet: Anthropic’s AI Powerhouse Outshines Rivals
Anthropic is setting a brisk pace in the AI landscape with its latest innovation, Claude 3.5…