Speculative Decoding for 400% Faster LLMs
DeepSeek’s new DSpark module brings speculative decoding to DeepSeek-V4. It might look like a niche inference tweak, but in production it boosted per-user generation speed by 60 to 85 percent…
-
-
Zero-Shot Local Document Parsing with Gemma 4: Treating PDFs as Images
# Introduction Run pdfplumber on a scanned invoice, and you get nothing. Run it on a multi-column research paper, and you get a stream of text that has lost every…
-
Context vs. Memory Engineering in Agentic AI Systems
In this article, you will learn how context engineering and memory engineering solve different problems in agentic AI systems, and how the two disciplines meet at the point where retrieved…
-
How to Use GitHub
When you work on a local Python project, tracking your changes with Git is a great way to maintain a history of your code. However, keeping your repository only on…
-
Predictive Maintenance with Vision: Build It in Roboflow
Automate predictive maintenance with vision AI. Combine RF-DETR and Gemini 2.5 Pro in Roboflow to detect equipment defects before failure. Predictive maintenance with vision uses cameras and trained computer vision…
-
AI Aced JEE Advanced 2026. Can You Trust It to Teach You?
Three frontier models beat every human on the toughest exam on Earth. Then we asked one of them to teach, and the first lesson it generated reached for an equation…
-
Building an Intelligent Chatbot with Qwen3 Instruct and Thinking Models
Access the code to this tutorial and all other 500+ tutorials on PyImageSearch Enter your email address below to learn more about PyImageSearch University (including how…
-
Information Theory and Ensemble Models
Image by Pexels Coming out of the pandemic, statisticians have run into a slew of geo-political complications further augmenting the inability to forecast business variables with accuracy. Did Ukraine drive…
-
Exploring the Convergence of Artificial Intelligence and Neuroscience
The combination of Artificial Intelligence (AI) and Neuroscience is still an exciting domain for scientific research. The study of human cognition intersects with intelligent machine development, catalyzing advances for both…
-
OKF: Redefining Knowledge Bases for AI Agents
In June 2026, Google introduced the Open Knowledge Format (OKF), an open specification for how AI agents organise and exchange knowledge. An OKF bundle is just Markdown files, lightweight YAML…
