#data-science

Articles tagged with #data-science

The Evolution of Vector Databases: Why AI Needs More Than Semantic Search
Vector databases changed AI once. The next generation of AI is asking even more from them.
Jul 17, 20263 min read
Everyone Thinks AI Is Just ChatGPT. They’re Wrong.
Behind every great AI product is an entire stack of retrieval, memory, agents, and infrastructure that most people never see.
Jun 30, 20266 min read
Your AI Isn’t Stupid. It’s Just Reading the Wrong Stuff.
Most hallucinations don’t start inside the LLM, they start long before the model generates a single word.
Jun 29, 20266 min read3
What Actually Happens Before an AI Agent Says “Done”
The LLM gets all the credit. Memory, retrieval, embeddings, and orchestration do most of the work.
Jun 26, 20266 min read
Imagine if Google stopped looking for words and started understanding your thoughts. That's what embeddings do.
For decades, databases relied on indexes to find information quickly. Want to find every customer named “John”? The database checks an index. Need all orders placed in March? Another index. Indexes ma
Jun 26, 20266 min read1
From Keywords to Meaning: How Vector Search Changed Search Forever
Why modern AI systems don't search for words anymore they search for meaning.
Jun 23, 20266 min read