James Lee Stakelum – Medium

James Lee Stakelum

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Cracking the Code of RAG Systems: How Atomic Q&A Can End Hallucinations and Context Confusion

Imagine you’re reading a mystery novel, but half of the clues are missing. You’re trying to piece together the story, but vital bits of…

Nov 4

Cracking the Code of RAG Systems: How Atomic Q&A Can End Hallucinations and Context Confusion

Nov 4

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Solving the Hallucination Problem Once and for all using Smart Methods

The Hallucination Problem

Oct 20

Solving the Hallucination Problem Once and for all using Smart Methods

Oct 20

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Tiny LLMs, Giant Potential: A New Era of AI

Unleashing the Potential of the SLM-RAG architecture for Personal Computers, Mobile Devices, and Appliances

Feb 15

Tiny LLMs, Giant Potential: A New Era of AI

Feb 15

Pinned

“I just want to say one word to you. Just one word. Are you listening? Plastics.”

That futuristic career advice was given in the 1967 movie ‘The Graduate’ to Dustin Hoffman’s character by his father-in-law in the movie.

Apr 17, 2022

“I just want to say one word to you. Just one word. Are you listening? Plastics.”

Apr 17, 2022

Cerebras LLM tells me I’m the CEO of Cerebras

There’s new evidence from Cerebras that the problem of hallucinations is still with us, and it’s a worse problem than I even imagined.

Oct 4

Cerebras LLM tells me I’m the CEO of Cerebras

Oct 4

A New Frontier in AI Research: Automated Design of Agentic Systems

I want to share something with you today, about where I think AI research is headed in the near future. As a computer programmer with a…

Sep 8

A New Frontier in AI Research: Automated Design of Agentic Systems

Sep 8

The End of AI Hallucinations: A Big Breakthrough in Accuracy for AI Application Developers

I’ve just learned something today that can help you big time if you’re building LLM apps.

Sep 3

The End of AI Hallucinations: A Big Breakthrough in Accuracy for AI Application Developers

Sep 3

Introducing Firebird: The Next Generation of AI-Powered Code Generation

I’m thrilled to announce the launch of Firebird, a groundbreaking AI project designed to revolutionize the way we create and maintain…

Aug 24

Introducing Firebird: The Next Generation of AI-Powered Code Generation

Aug 24

Wowzy, wow, wow! Gemini Flash Price Drop alert!

Google’s recent price reduction for Gemini 1.5 Flash has stirred up the AI market, significantly lowering the cost from its previous rate…

Aug 11

Wowzy, wow, wow! Gemini Flash Price Drop alert!

Aug 11

E²-LLM: Training long context LL

IMAGINE A WORLD where AI can understand and process incredibly long texts, just like humans can. That’s the exciting frontier researchers…

Aug 6

E²-LLM: Training long context LL

Aug 6

James Lee Stakelum

James Lee Stakelum

Creator of Firebird code generator. Creator of RoboComposer text-to-music AI. Patent-pending for multimedia content generation of movies-on-demand using AI.

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