Codesmith

Why do some prompts get better results than others?

Usually, it's because the prompt provides a clearer goal, more context, useful constraints, and examples.

The better the model understands what you want, the better it can help.

Want to learn how AI systems work under the hood? Explore Codesmith’s AI/ML Technical Leadership Program:
https://hubs.ly/Q04lZ9L00

There’s always another AI tool making headlines.
But the real advantage is ACTUALLY understanding how to build them yourself.

If you haven't caught it yet, Will Sentance has released a full workshop showing how tools like Claude Code work under the hood, along with a GitHub challenge repo so you can build it yourself from complete scratch!

Watch the workshop: https://hubs.ly/Q04l90Km0

Code along here: https://tinyurl.com/buildClaudeCode

How does AI know whether "bank" means a riverbank or a financial institution?

The answer is Attention.

Attention helps AI determine which words matter most in a sentence, while Transformers compare many word relationships at once to build context and meaning.

Next week: How AI models are trained.

Want to learn how modern AI systems work under the hood? Explore Codesmith’s AI/ML Technical Leadership Program:
https://learn.codesmith.io/4dVci7G

AI doesn’t actually read words the way humans do!

Before a model can understand language, it converts text into tokens and embeddings. Embeddings are a numerical representations that help AI recognize meaning, similarity, and context.

Next week: Transformers and Attention.

Want to learn how AI systems work under the hood? Explore Codesmith’s AI/ML Technical Leadership Program:
https://hubs.ly/Q04jgM2g0

Neural networks power tools like ChatGPT, image generators, and much of modern AI. But what are they actually doing?

Neural networks learn through layers, improve through feedback, and have become the foundation of today's AI revolution.

Next week: tokens and embeddings.

Ready to learn how AI systems work under the hood? Explore Codesmith's AI/ML Technical Leadership Program:
https://hubs.ly/Q04hCxs_0

Congratulations to our incredible Future Code 2 cohort on graduation! We are SO proud of the growth these phenomenal students have shown throughout the program, and we can’t wait to see where their journeys take them next.

What makes this community so special is that the growth extends far beyond just technical skills. These students have built friendships and support systems that will last long after their time at Codesmith.

We’re so excited for everything ahead for these amazing humans 💙

Join our community at https://hubs.ly/Q04g186C0

What IS AI?

It’s an umbrella of systems built to recognize patterns, make predictions, understand language, generate images, recommend content, and increasingly interact with the physical world.

The more data these systems learn from, the more human their outputs begin to feel.

Want to go beyond using AI tools and actually understand how modern AI systems work under the hood? Check out Codesmith’s AI/ML Technical Leadership Program.

👉 https://learn.codesmith.io/3QUKdWw

What if your code didn’t just run in apps but moved in the real world?

Check out our latest workshop in which Will Sentance breaks down Physical AI and how software engineers can build systems that power robots and real-world automation.

Don’t just learn to use AI, learn how it’s built and applied to the physical world.

👉 Watch the workshop: https://tinyurl.com/csphysicalai