blog.adnanmasood.comAdnan Masood's Musings on Life, Technology, and Research & Development

RD – Adnan Masood, a Machine Learning Phd's musings on Life, Technology, ResearchDevelopmentHome About 404 Contact Tools Facebook Twitter Google Plus Linkedin Instagram YouTube Pinterest Tumblr VK RSS Search Search for: Close RD Adnan Masood, a Machine Learning Phd's musings on Life, Technology, ResearchDevelopment Caveat Computator: Navigating the Paradox of Foundation Model Dependency in the AI Ecosystem May 2, 2023 Adnan Masood As we witness the astounding meteoric ascent of Foundation Models (eg. transformer-based large language models LLM/SSN/LSSM), I can't help but feel both excitement and trepidation. These models, like OpenAI's GPT, have been revolutionizing a multitude of tasks, from summarization to anomaly detection to code generation. Despite the undeniable, almost surreal and unreasonable effectiveness of these… Read More Moving Fast With Broken Data: Implementing an Automatic Data Validation System for ML Pipelines May 1, 2023 May 1, 2023 Adnan Masood I recently came across an insightful research paper titled "Moving Fast With Broken Data" by Shreya Shankar, Labib Fawaz, Karl Gyllstrom, and Aditya G. Parameswaran from UC Berkeley and Meta. The paper addresses the significant issue of data corruption in machine learning (ML) pipelines, which often leads to decreased model accuracy. The authors present an… Read More AI Moratorium? No Thanks, We'll Take Responsible Innovation with a Side of Optimism April 3, 2023 April 1, 2023 Adnan Masood So, there I was, sitting in front of the camera, chatting about AI like it's the next best thing since sliced bread. And you know what? It might just be. But some folks, including big names like Elon Musk and Steve Wozniak, think we should hit the brakes on large language model AI development. I… Read More The Ever-changing Definitions of AI – an Elusive Pursuit April 2, 2023 April 1, 2023 Adnan Masood Over the course of several decades, we have witnessed the landscape of Artificial Intelligence evolve- from simple rule-based systems to complex learning algorithms, our understanding of AI has transformed, and with it, our definition of the term, AI. From John McCarthy's 1955 coinage of "artificial intelligence" as "the science and engineering of making intelligent machines,"… Read More RFC 40123 - CLIPSTARE: Conversational Language Interface for Paperclip Standards, Theatrics, Algorithmic Repartee, and Exchanges April 1, 2023 Adnan Masood CLIPSTARE: Conversational Language Interface for Paperclip Standards, Theatrics, Algorithmic Repartee, and Exchanges Status of this Memo This memo provides information for the Internet community. It does not specify an Internet standard of any kind. Distribution of this memo is unlimited. Copyright Notice Copyright (C) The Interwebs (2023). All Rights Reserved. Abstract The One-Upmanship… Read More The Sparks of AGI or the Flickers of Overhype March 30, 2023 April 2, 2023 Adnan Masood As an AI practitioner, I cannot overstate the importance of caution when evaluating the recent paper, "Sparks of Artificial General Intelligence: Early experiments with GPT-4". While GPT-4's capabilities are undeniably impressive, we must not let auto-regressive models predicting sequences in the most conceivable manner deceive us into believing that AGI is imminent. The paper claims… Read More Finding the Sum of Multiples - Euler Problem 1 Explanation with Code and Optimization March 21, 2023 March 21, 2023 Adnan Masood In this first problem, we will explore two approaches to solving this classic programming problem: finding the sum of all multiples of 3 or 5 below a certain limit. We will first implement a brute force solution and then optimize it using an arithmetic approach. We will also provide pseudo code for both solutions and… Read More The Hitchhiker's Guide to Tackling Project Euler: A Polyglot Adventure through 100 Mathematical Challenges March 21, 2023 March 21, 2023 Adnan Masood Greetings, fellow mathematical hitchhikers! Are you ready to embark on an interstellar journey across the fascinating universe of numbers and logic? Then buckle up, grab your towel, and prepare to navigate through the wondrous world of Project Euler, where mathematical challenges are waiting to be discovered and conquered. Project Euler, as any ardent hitchhiker knows,… Read More Monitoring, Troubleshooting, and Maintaining Azure OpenAI GPT-3 Applications: Best Practices for Long-Term Success January 28, 2023 March 19, 2023 Adnan Masood Title: "Monitoring, Troubleshooting, and Maintaining Azure OpenAI GPT-3 Applications: Best Practices for Long-Term Success" Introduction In this blog post, we'll discuss best practices for monitoring, troubleshooting, and maintaining your Azure OpenAI GPT-3 applications to ensure their long-term success and stability. We'll cover topics like setting up monitoring, handling API errors, and updating your applications to… Read More Efficiently Scaling Azure OpenAI GPT-3 Solutions: Optimization Techniques and Deployment Strategies January 25, 2023 March 19, 2023 Adnan Masood In this blog post, we will explore optimization techniques and deployment strategies to help you efficiently scale your Azure OpenAI GPT-3 solutions. We will discuss practical approaches to improve the performance and cost-effectiveness of your AI-powered applications, covering topics like prompt optimization, caching, and batch processing. We will also provide guidance on choosing the right… Read More Posts navigation Older Posts Latest Tweets @adnanmasood RT @omarsar0 : LIMA - a new 65B parameter LLaMa model fine-tuned on 1000 carefully curated prompts and responses. A few important takeaway… - posted on 22/05/2023 14:22:25 Recent Posts Caveat Computator: Navigating the Paradox of Foundation Model Dependency in the AI Ecosystem Moving Fast With Broken Data: Implementing an Automatic Data Validation System for ML Pipelines AI Moratorium? No Thanks, We'll Take Responsible Innovation with a Side of Optimism The Ever-changing Definitions of AI – an Elusive Pursuit RFC 40123 - CLIPSTARE: Conversational Language Interface for Paperclip Standards, Theatrics, Algorithmic Repartee, and Exchanges My Github Projects ai-steps-forward-governance-framework AIF360 ASCII-EBCDIC-Converter awesome-ai-governance-explainability-ethical-responsible-AI-resources Cloud-Prize Github adnanmasood Adnan Masood Pasadena, CA, US. 34 Public Repos 1 Public Gists 47 Followers Tags #AI #AIResearch #artificialintelligence #automl #AWS #Azure #FutureofAI #GCP #machinelearning AI applications of temporal outlier detection Base Rate Bias Big Data C# Causation Code Correlation Data Science data streams Dissertation distributed data streams FIRST Lego League FLL GAC Gloabal Assembly Cache Hackathon Interview Questions LaTeX LyX Machine Learning MIT network outliers NLP Research Writing ROBOTICS Software Architect spatiotemporal outliers Statistics STEM temporal networks temporal outlier detection Thesis time series data Variance Blogroll Hammad Rajjoub's reflections on Architecture | …Cloud, Tools and other geeky adventures Lynn Langit's Blog Rick Garibay Scott Hanselman's Blog © 2024 RD | WordPress Theme: Nucleare by...