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Posts by Devansh Uttam

About Devansh Uttam
Retrieval-augmented generation
Posted inAI AND SOCIETY

What is Retrieval Augmented Generation (RAG) in AI? Benefits, Use Cases & How It Works

Although large language models (LLMs) like GPT-4 have made incredible strides, they have drawbacks such as generic responses, outdated information, and hallucinations.  RAG, or retrieval augmented generation, is a solution…
Posted by Devansh Uttam June 9, 2025
LLM
Posted inAI AND SOCIETY

LLM Inference Performance: Key Metrics, Optimization Strategies, and Real-World Challenges (2025 Guide)

Choosing the right large language model (LLM) is essential to the success of any generative AI approach because there are an increasing number of models available. When a model is…
Posted by Devansh Uttam June 7, 2025
Open-Source GPT-4
Posted inAI AND SOCIETY

Top 10 Open-Source GPT-4 Alternatives for Building Powerful AI Chatbots in 2025

GPT-4 open-source substitutes that can provide comparable results and use less processing power. The most cutting-edge generative AI created by OpenAI is GPT-4. It's transforming the way we perform our…
Posted by Devansh Uttam June 6, 2025
Real-Time Video Processing
Posted inAI AND SOCIETY

Revolutionizing Real-Time Video Processing with AI: Speed, Accuracy & Automation

Artificial intelligence (AI) has become a disruptive force in the ever-changing field of digital technology, especially in the area of video processing. The data pipeline becomes more challenging to manage…
Posted by Devansh Uttam June 5, 2025
Vertex AI
Posted inUncategorized

Vertex AI Explained: Features, Benefits, and Real-World Applications Across Industries

As is well known, developments in artificial intelligence (AI) have transformed sectors and the way corporations operate over the years.  Businesses now have strong tools at their disposal to fully…
Posted by Devansh Uttam June 4, 2025
Large Language Models
Posted inAI AND SOCIETY

What Are Large Language Models (LLMs)? Types, Benefits, and Limitations Explained

An LLM, or large language model, is a neural network that has billions of parameters and has been extensively trained on large amounts of unlabeled text.  To run large language…
Posted by Devansh Uttam June 3, 2025
Reinforcement Learning
Posted inAI Basics

Reinforcement Learning with AI Feedback (RLAIF): A Scalable Alternative to Human-Guided AI Training

A popular method for teaching intelligent agents to make wise judgments in their surroundings is reinforcement learning. It's an attempt to make language models comprehend and adjust to human interactions…
Posted by Devansh Uttam June 2, 2025
Neuromorphic Computing
Posted inAI AND SOCIETY

Neuromorphic Computing Explained: How Brain-Inspired AI is Shaping the Future of Technology

A subfield of artificial intelligence (AI) called "neuromorphic computing" aims to replicate the composition and operations of the human brain in order to enhance learning and computational efficiency. There are…
Posted by Devansh Uttam May 30, 2025
Multimodal AI
Posted inAI AND SOCIETY

What is Multimodal AI? Applications, Examples, and Top Models in 2025

Our environment is one in which technology can read text, hear our voices, and recognize facial expressions, as well as collect other data.  Multimodal AI is capable of processing various…
Posted by Devansh Uttam May 29, 2025
Q-Star
Posted inAI Basics

Q-Star Explained: The AI Model That Could Lead to Artificial General Intelligence (AGI)”

Recent advances in artificial intelligence, especially in a novel algorithm known as "Q*," have generated a great deal of interest within the machine learning field.  According to some, OpenAI CEO…
Posted by Devansh Uttam May 28, 2025

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