Tech

Day 79 of 100 Days of AI

Michael Tefula

Jun 12, 2024

I had very little time today, but gave a quick glance to the custom tool tutorial for CrewAI. I basically want to figure out how to create my own Youtube video summary tool, since the default Youtube loader with CrewAI doesn’t work reliably well. (Or I can’t figure out how to use the default tool properly!)

Either way, learning how to create custom tools will be crucial if I want to use AI agents more dynamically. I have some time this weekend and will explore this in more detail.

Open Problems (& Opportunities) for AI: Summary Notes from the Conference

Last week I attended the Algorithmic Innovation & Entrepreneurship Summit on Open Problems for AI. That’s a bit of a mouthful but in essence, it was a 2-day conference covering the challenges and opportunities for AI over the next 5 years. Day 1 was focussed on algorithms and AI

The Software Engineer is Dead, Long Live the Software Engineer!

An undeniable killer use case for large language models is code generation. It’s already helping software developers write code up to twice as fast and with more delight. As LLM models improve with each release, they can write better software and handle more complex architectures at a fraction of

Day 100 of 100 Days of AI 🎉

AI agents have been getting a lot of attention but they can be expensive to run. This is because they use a lot of tokens and make multiple calls to LLMs. Some AI developers have beat performance benchmarks by using exceptionally expensive agentic runs. However, this is unrealistic because in

Day 99 of 100 Days of AI

I switched one of my AI agents projects from GPT-4o to the new Claude 3.5 Sonnet model. The agents now run with a cost that’s roughly 85% cheaper and the final results arrive about 15% faster. To upgrade my AI agents project, all I had to do was

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Open Problems (& Opportunities) for AI: Summary Notes from the Conference

The Software Engineer is Dead, Long Live the Software Engineer!

Day 100 of 100 Days of AI 🎉

Day 99 of 100 Days of AI