Ai Agents

Ai Agents
11 posts
Turbo Quant : Visual Essay Series
https://turboquant-blogs.vercel.app/
Apr 14, 20261 min read
Agents : Architecture and Design
The term “agent” can have multiple interpretations. Some define agents as fully autonomous systems that operate independently over extended periods, leveraging various tools to complete complex tasks. Others use the term to refer to more structured i...
Mar 15, 20252 min read
Agents : Memory
Implementing Long-Term Memory in AI Agents (Semantic, Episodic, Procedural) with LangMem AI agents powered by large language models (LLMs) can appear more intelligent and personalized when they remember information over time. By equipping agents with...
Mar 10, 202513 min read
DeepGEMM: Clean and Efficient FP8 GEMM Library
Introduction DeepGEMM is a clean and efficient FP8 General Matrix Multiplication (GEMM) library with fine-grained scaling, released by DeepSeek as part of their "Open Source Week" in February 2025. It supports both normal dense GEMMs and Mixture-of-E...
Mar 8, 20254 min read
Understanding Load Balancing and Expert Parallelism in AI Models
Expert Parallelism Load Balancer (EPLB) In the world of AI and deep learning, managing the computational load efficiently is a critical task. Models, especially large-scale ones like those used in Natural Language Processing (NLP) or computer vision,...
Mar 5, 20255 min read
Course Review : Fundamentals of Reinforcement Learning [Coursera]
Reinforcement Learning is one of the machine learning technique which is getting lot of attention recently. I really get excited when I get to learn something new and exciting and especially if something is related to machine learning. I have been tr...
Mar 5, 20253 min read
56: Safety Operating System
Re-imagining Security and Safety Introduction At 56, we believe that everyone should have access to world-class physical security. 56 has built the first safety operating system for homes and businesses which leverages an interconnected network of g...
Mar 5, 20255 min read
56: How we utilise millions of location signals to provide proactive security
Re-imagining Security and Safety Introduction At 56, we leverage an interconnected real-time network of guards and AI smart cameras to deliver an efficient safety experience to our users. We’re doing this primarily by developing location services, a...
Mar 5, 20253 min read
A Connected Approach: The Changing Landscape of Security Solutions
Interconnected Deep Tech Architecture In the realm of security, one might instinctively think that a camera or a security guard offers proactive protection for users. Yet, in reality, neither option delivers a comprehensive security system on its own...
Mar 5, 20253 min read