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Posts in "Machine Learning"

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The Cog in the Machine: Self-Improving AI and the Quest for AGI
Ertaç Paprat

Ertaç Paprat

June 23, 2025

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5 min read

The Cog in the Machine: Self-Improving AI and the Quest for AGI

A deep dive into how AI models from OpenAI, DeepMind, Anthropic, and others are using automatic coding, Neural Architecture Search (NAS), and recursive self-improvement to accelerate the global race toward AGI.

AI Machine Learning Software Development
The Role of Claude Code and Cursor Integration Among LLMs: A Comparative Analysis of Claude Sonnet and Gemini
Ertaç Paprat

Ertaç Paprat

June 2, 2025

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12 min read

The Role of Claude Code and Cursor Integration Among LLMs: A Comparative Analysis of Claude Sonnet and Gemini

A deep dive into how Claude Code's integration with Cursor IDE stacks up against Claude Sonnet and Google Gemini, with performance metrics, real-world examples, and practical guidance for software developers.

Software Development AI Machine Learning
Rethinking Coding Agents: Marrying RAG and Agentic Intelligence for True Context Mastery
Ertaç Paprat

Ertaç Paprat

May 20, 2025

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9 min read

Rethinking Coding Agents: Marrying RAG and Agentic Intelligence for True Context Mastery

Moving beyond simple code generation, this post explores how combining Retrieval Augmented Generation (RAG) with agentic AI behaviors can create more context-aware and capable coding assistants that truly understand your project.

Software Development AI Machine Learning
The Future of Machine Learning: Exciting Trends to Watch
Ertaç Paprat

Ertaç Paprat

April 9, 2025

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6 min read

The Future of Machine Learning: Exciting Trends to Watch

What's next for Machine Learning? Explore emerging trends like Explainable AI (XAI), TinyML, AutoML, Generative AI, and the growing importance of MLOps for robust and scalable AI solutions.

AI Machine Learning Future of Tech Trends Technology
Why Developers Push Back—and How to Overcome It
Ertaç Paprat

Ertaç Paprat

February 2, 2025

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4 min read

Why Developers Push Back—and How to Overcome It

Ever wondered why developers sometimes resist new ideas or changes? This post explores common reasons for developer pushback and offers strategies for effective communication and collaboration to move projects forward.

Software Development AI Machine Learning
Bias in AI: Understanding and Mitigating Unfairness in Machine Learning
Ertaç Paprat

Ertaç Paprat

March 9, 2024

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7 min read

Bias in AI: Understanding and Mitigating Unfairness in Machine Learning

AI models can inherit and amplify human biases. This post explores what AI bias is, where it comes from, its real-world impact, and strategies to mitigate it for fairer AI systems.

AI Machine Learning Ethics Responsible AI Technology
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