Field Notes: Articles

Ideas worth building on

Thinking on operational software, AI systems, and the craft of building complex products.

Introducing Mixture of Experts (MoE) - A Unique Approach to Scaling Models
January 19, 2024
Introducing Mixture of Experts (MoE) - A Unique Approach to Scaling Models

Explore Mixture of Experts (MoE), an innovative approach to scaling AI models that offers improved performance with reduced computational requirements.

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The GAIA Benchmark: A More Holistic Approach to AI Evaluation
January 19, 2024
The GAIA Benchmark: A More Holistic Approach to AI Evaluation

Explore the GAIA benchmark, a comprehensive framework for evaluating AI models across various dimensions including general intelligence, agency, and instruction-following.

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Should a Startup Hire a CTO?
January 3, 2024
Should a Startup Hire a CTO?

Explore the crucial decision of hiring a CTO for your startup, including the role's importance, alternatives like fractional CTOs, and when it's the right time to bring one on board.

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Ollama Guide - Streamlining Local LLM Operations for Privacy & Efficiency
December 29, 2023
Ollama Guide - Streamlining Local LLM Operations for Privacy & Efficiency

Explore Ollama, a tool designed to simplify running open-source LLMs locally, offering privacy and efficiency for AI experimentation.

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Massive Context Windows Are Here - Hype or Game-changer?
December 21, 2023
Massive Context Windows Are Here - Hype or Game-changer?

Explore the implications of expanding context windows in Large Language Models and their impact on AI capabilities and limitations.

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AutoGen by Microsoft - A Game-Changer in AI Collaboration
December 6, 2023
AutoGen by Microsoft - A Game-Changer in AI Collaboration

Explore Microsoft's AutoGen, an innovative framework that enables multiple AI agents to work together, revolutionizing AI collaboration and problem-solving.

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Create Your Custom GPT AI Without Coding
November 29, 2023
Create Your Custom GPT AI Without Coding

Learn how to build your own personalized GPT model tailored to your business needs, without writing a single line of code.

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Retrieval-Augmented Generation - The Future of AI is a Hybrid Approach
November 22, 2023
Retrieval-Augmented Generation - The Future of AI is a Hybrid Approach

Explore how Retrieval-Augmented Generation (RAG) is revolutionizing AI responses by combining existing knowledge with up-to-date information.

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Navigating Common Pitfalls in Software Development.
August 14, 2023
Navigating Common Pitfalls in Software Development

Avoid costly software development mistakes — from platform lock-in to scaling failures. Real-world lessons from building operational software for complex businesses.

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