CLAUDE AI · Digital Wealth Creators

Daniel kipchoge Serem

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23h • New Members Intro 🆕

CLAUDE AI

Claude AI

is a large language model built by Anthropic. Here’s how it actually works under the hood:

1. It’s a transformer neural network

Claude is based on the transformer architecture - the same core design behind GPT, Gemini, and most modern AIs.

- It takes text as input, breaks it into tokens/words, and processes them all at once using “attention” mechanisms.

- Attention lets it weigh which words matter most for understanding context. That’s why it can keep track of a long conversation better than older models.

2. Training happens in 2 stages

1. Pretraining: Claude reads massive amounts of text from books, websites, code, etc. It learns to predict the next token in a sequence. This teaches it grammar, facts, reasoning patterns, and how language works. No one manually teaches it “what is a cell tower” - it figures it out from pattern

2. Post-training:

Anthropic uses Constitutional AI and human feedback to make Claude safer, more helpful, and less likely to hallucinate or be evasive.

“Constitutional AI” means they give it a set of principles and have it critique and revise its own outputs to follow those principles.

3. Inference - how it answers you

When you send a message:

- Your text gets tokenized and fed into the model.

- The model runs a forward pass through billions of parameters and calculates the probability of what word should come next.

- It generates one token at a time until it hits a stop condition. That’s why responses feel like they’re “typed out” word by word.

4. Key differences in Claude’s design

Anthropic focuses heavily on:

- Constitutional AI: Instead of relying only on human labelers saying “good/bad response”, Claude critiques itself against a written constitution of rules like “be harmless, honest, helpful”.

- Long context: Claude

models handle 100k-200k tokens of context, so they can read entire books or long codebases in one go.

- Reduced sycophancy: They train it to admit uncertainty and avoid agreeing just to please you.

5. What it doesn’t do

- It doesn’t “think” or have a persistent memory between chats unless you tell it something.

- It doesn’t browse the web unless given a tool for it.

- It’s pattern matching at massive scale, not conscious understanding.

Think of it like a really advanced autocomplete that was trained on the internet and then taught to follow a rulebook for safety and usefulness.

Want me to compare how Claude’s training differs from Meta AI’s Muse Spark?

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