ask-y.ai

Discover the skills, workflows, and trends redefining the role of AI Analysts. Tune in to ‘Knowledge Distillation’ podcast for expert insights shaping the future of data work. Subscribe and start listening today 🎧

If you're an AI Analyst, you've hit this wall: your prompts work for some queries but not others, you got stuck in loops, you try to guide the LLM through an analytical process and somewhere between the third and fourth step it loses the plot and you only realize it a few steps down the line… All these issues can be helped with better prompting and context engineering. This series explores prompt and context engineering specifically for analytics workflows: how to structure prompts, manage context, writing prompts manually and with tools and we are sharing the prompting framework we use in our application.

If you're an AI Analyst, you've hit this wall: your prompts work for some queries but not others, you got stuck in loops, you try to guide the LLM through an analytical process and somewhere between the third and fourth step it loses the plot and you only realize it a few steps down the line… All these issues can be helped with better prompting and context engineering. This series explores prompt and context engineering specifically for analytics workflows: how to structure prompts, manage context, writing prompts manually and with tools and we are sharing the prompting framework we use in our application.

Ever wonder what's actually happening inside an AI model when it learns? We did too... so we made the Floofies - cute furry characters that represent the parameters (the actual math) powering every LLM you use. Presented to you - Episode 1:🎬 The Great Training - we break down gradient descent and training. Picture this: wild, bumpy creatures with random values scattered across a vast landscape. They play a game billions of times - guess the next word - and slowly transform into smooth, intelligent beings. Sounds silly, but this is literally how AI training works. And if understanding how AI learns helps you use it better - our latest article takes the next step. “AI Analyst Prompt Engineering Beyond Coding: Context Engineering for Analytics Workflows” shows how to craft prompts AI genuinely understands, by speaking its true internal language - context, structure, and constraints. Click on Learn More for the full article! It's for anyone who wants to actually understand this stuff, not just use it. #AI #MachineLearning #LLM #DataAnalytics #AIEducation

Ever wonder what's actually happening inside an AI model when it learns? We did too... so we made the Floofies - cute furry characters that represent the parameters (the actual math) powering every LLM you use. Presented to you - Episode 1:🎬 The Great Training - we break down gradient descent and training. Picture this: wild, bumpy creatures with random values scattered across a vast landscape. They play a game billions of times - guess the next word - and slowly transform into smooth, intelligent beings. Sounds silly, but this is literally how AI training works. It's for anyone who wants to actually understand this stuff, not just use it. #AI #MachineLearning #LLM #DataAnalytics #AIEducation

If you're an AI Analyst, you've hit this wall: your prompts work for some queries but not others, you got stuck in loops, you try to guide the LLM through an analytical process and somewhere between the third and fourth step it loses the plot and you only realize it a few steps down the line… All these issues can be helped with better prompting and context engineering. This series explores prompt and context engineering specifically for analytics workflows: how to structure prompts, manage context, writing prompts manually and with tools and we are sharing the prompting framework we use in our application.