Demistifying LLM Agents

Mental model around what are LLM agents and how do they different standalone LLM applications.

<aside> <img src="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/22fe7f25-b6f4-4e52-a825-2fd468726acf/Ellipse_37.png" alt="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/22fe7f25-b6f4-4e52-a825-2fd468726acf/Ellipse_37.png" width="40px" /> Defining LLM Agents

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Evaluating LLM powered products

Framework to define the task LLM needs to solve, evaluation criteria, and evaluation dataset.

<aside> <img src="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/22fe7f25-b6f4-4e52-a825-2fd468726acf/Ellipse_37.png" alt="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/22fe7f25-b6f4-4e52-a825-2fd468726acf/Ellipse_37.png" width="40px" /> Measuring efficacy of LLM powered products

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AI layers, leverage and risks

AI ecosystem consists of multiple layers. I make an attempt to peel down the layers, understand their leverage and risks at every layer in order to understand where does value accrue over time?

<aside> <img src="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/22fe7f25-b6f4-4e52-a825-2fd468726acf/Ellipse_37.png" alt="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/22fe7f25-b6f4-4e52-a825-2fd468726acf/Ellipse_37.png" width="40px" /> AI layers, leverage and risks

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Open AI Operating Principles & Learnings

OpenAI : Uniquely blending fundamental research to drive innovation with products that solve real world use cases to monetising innovation!

Lets explore together.

<aside> <img src="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/22fe7f25-b6f4-4e52-a825-2fd468726acf/Ellipse_37.png" alt="https://s3-us-west-2.amazonaws.com/secure.notion-static.com/22fe7f25-b6f4-4e52-a825-2fd468726acf/Ellipse_37.png" width="40px" /> Read More

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Demystifying AI & LLMs - Part 1

AI & ML have been around for a long time and created similar buzz in the part. However, this time could be different and the early looks are extremely promising!

Lets explore together.