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Llama 4: The Beginning of a New Era in AI Innovation

Meta released its latest breakthrough: Llama 4, a collection of natively multimodal AI models. The Llama 4 family consists of three distinct models designed to serve different use cases and…

Asad iqbal April 6, 2025deep learning, Llama 4, machine learning

Machine learning

A Comprehensive Overview of Object Detection

Have you ever thought about how a self-driving car can drive through a busy street or how a security system can spot a danger immediately? In real time? The answer…

Asad iqbal April 4, 2025

Machine learning

AI Agents: An Overview of Types, Benefits, and Challenges

Let's be real–when most people hear "AI agents," they imagine some sci-fi robot plotting world domination. But the actual story is way more fascinating and, honestly, useful for our everyday…

Asad iqbal April 2, 2025

Machine learning

What is Model Context Protocol: Everything You Need to Know About the MCP

The integration of artificial intelligence (AI) into various applications has become both a necessity and a challenge. Traditional methods often include custom integrations, resulting in inefficiencies and security issue vulnerabilities.…

Asad iqbal March 14, 2025deep learning, Genai, machine learning, NLP

Machine learning

Generative AI in Creating Synthetic Data

Today, 90% of AI projects fail due to insufficient or biased training data. Yet, acquiring real-world datasets is fraught with challenges like GDPR restricting access to niche applications lacking representative…

Asad iqbal February 26, 2025computer vision, deep learning, Gen AI, machine learning

Machine learning

Agentic Object Detection: The Future of Image Recognition

Imagine pointing your camera at a cluttered desk and asking an AI to find "a red notebook with a spiral binding" or "a Logitech MX Master mouse". Or think about…

Asad iqbal February 7, 2025computer vision, deep learning, machine learning

Machine learning

Vector Quantization in the Age of Generative AI

In today's data-rich environment, managing massive, high-dimensional datasets presents significant challenges, especially with vector embeddings in AI. According to a 2023 report by IDC, the global datasphere is expected to…

Asad iqbal February 3, 2025computer vision, deep learning, machine learning

Machine learning

Zero-Shot Learning: How AI Learns Without Examples

TL;DR Q 1. What is zero-shot learning?Zero-shot learning (ZSL) is a machine learning technique where a model can recognize or classify new “unseen” classes that it never encountered in training.…

Asad iqbal February 1, 2025deep learning, machine learning

Machine learning

Chain-of-Thought Prompting: Enhancing LLM Reasoning

Figure 1. Chain-of-Thought (CoT) prompting. Source: Wei et al. (2023) Large Language Models (LLMs) are highly capable of generating text but sometimes struggle with complex reasoning that requires step-by-step thought processes. While…

Asad iqbal January 30, 2025CoT, prompt engineering

Machine learning

CNNs with Self-Supervised Learning: A New Paradigm for Computer Vision

Convolutional Neural Networks (CNNs) are essential for computer vision tasks, including image classification, detection, and segmentation. Traditionally, CNNs depend on supervised learning with large labeled datasets, and they face limitations.…

Asad iqbal January 27, 2025CNNs, computer vision, deep learning, machine learning