Seifeur Guizeni – AI/ML Engineer & SEO Consultant
Welcome to my indie blog, where I, Seifeur Guizeni, an AI/ML Engineer & SEO Consultant, share my invaluable experience, cutting-edge courses, and exhilarating projects. Join me on this incredible journey as we delve into the world of artificial intelligence, machine learning, and search engine optimization. Discover practical insights, step-by-step tutorials, and thought-provoking articles that will empower you to unlock the full potential of these revolutionary technologies.
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Why ChatGPT Freezes: Causes, Fixes, and Prevention Tips
Why Does ChatGPT Keep Freezing? ChatGPT keeps freezing mainly due to high CPU and RAM usage, browser compatibility issues, network connectivity problems, and software bugs. These factors strain system resources and disrupt ChatGPT’s smooth operation. High CPU and RAM Usage ChatGPT’s web interface can demand significant system resources. Users report the ChatGPT tab consuming 20%…
Cohere vs OpenAI: Comparing Enterprise AI Providers in NLP and Business Applications
Cohere vs OpenAI: A Comparison of Enterprise Generative AI Providers Cohere and OpenAI are key players in the enterprise generative AI space, each offering large language models (LLMs) with distinct approaches to market and technological deployment. This article compares their enterprise adoption, technical models, infrastructure, use cases, and strategic positioning to highlight their differences and…
Is Large Language Models a Type of Generative Adversarial Network?
Is LLM a Type of Generative Adversarial Networks? No, a Large Language Model (LLM) is not a type of Generative Adversarial Network (GAN). Despite both being generative models in machine learning, LLMs and GANs differ fundamentally in structure, training, and application. They serve distinct roles within AI. Understanding Generative Adversarial Networks (GANs) GANs originated in…
ChatGPT as a Legal Tool for Interpreting and Summarizing Complex Legal Documents
Using ChatGPT to Interpret Legal Documents ChatGPT serves as an efficient assistant in interpreting legal documents by summarizing, drafting, and simplifying legal texts, while always requiring expert review before use. It supports legal professionals by transforming complex documents into accessible information but is not a replacement for qualified legal advice. Role and Capabilities of ChatGPT…
Are There Picture Limits on ChatGPT-4 and How Do They Affect Users
Is There Any Picture Limits on ChatGPT-4? Yes, ChatGPT-4 enforces picture limits, particularly on image generation via DALL·E 3, with the free tier users allowed up to two images every 24 hours. These limits are part of a broader system managing both image and text usage to balance resource demand and ensure stable service. Image…
AI Cost Trends: Are Prices Increasing or Decreasing in Today’s Market
Is AI Cost Increasing or Decreasing? The cost of AI is generally decreasing, driven by technological innovation and market competition, though short-term increases may occur due to rising computational demands and infrastructure needs. This trend shapes the accessibility and future potential of AI applications. AI Cost Decreasing: Key Drivers Competition plays a significant role in…
Grok vs ChatGPT in 2025: Which AI Chatbot Meets Your Needs
Grok vs ChatGPT: Which AI Chatbot Suits You Best in 2025? Grok and ChatGPT differ mainly in their approach to AI interaction, catering to distinct user needs: Grok excels in advanced reasoning and STEM tasks, while ChatGPT offers versatile, human-like conversation and broad applicability. This article breaks down their differences to help you choose. 1.…
Alpaca LLM: Stanford’s Open-Source Model Boosts AI Research and Instruction Capabilities
What is Alpaca LLM? Alpaca is an instruction-following large language model fine-tuned from Meta’s LLaMA 7B model using 52,000 instruction-response pairs generated by OpenAI’s text-davinci-003. It offers comparable behavior to text-davinci-003 while being smaller, lower cost, and accessible for academic research. Background and Motivation Instruction-following models like GPT-3.5 and ChatGPT serve millions but face issues…
Top Open-Source LLMs for Coding in 2025 and Their Use Cases
Best Open-Source LLM for Coding The best open-source large language models (LLMs) for coding combine advanced programming capabilities, flexible deployment, and community-driven improvements. Selecting the top model depends on specific coding needs, such as code generation, debugging, or integration with developer tools. Key Features of Open-Source Coding LLMs Advantages and Challenges AdvantagesDisadvantagesComplete control over model…
Claude 3 Sonnet Versus GPT-3.5: Performance, Features, and Use-Case Comparison
Claude 3.5 Sonnet and GPT-3.5 (GPT-4o) are prominent AI language models with differing strengths. Claude 3.5 Sonnet excels in advanced reasoning and coding, while GPT-4o leads in multimodal capabilities and response speed. Claude 3.5 Sonnet, released by Anthropic in June 2024, is the third generation in the Claude AI family, known for high accuracy, safety,…