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#prompt engineering

7 episodes

Beyond the Prompt: The Rise of Outcome Architecture

Is prompt engineering a dying art? Herman and Corn explore why the future of AI lies in context, domain expertise, and outcome architecture.

prompt engineeringoutcome architecturecontext engineeringLLMai future
18:32

AI’s Dial-Up Era: Looking Back from 2036

Herman and Corn explore why today's AI prompts and latency will look like "dial-up modems" to our future selves in 2036.

future2036prompt engineeringintent-based computingholographic memory
24:04

The Science of Lazy Prompting: Why AI Still Gets You

Ever wonder why AI understands your messy typos? Explore how models "denoise" chaotic input through tokenization and semantic context.

LLMlazy promptingtokenizationdenoisingprompt engineering
25:29

System Prompts vs Fine-Tuning: When to Actually Train Your AI

Prompt or fine-tune? We break down when to train your AI, from Shakespearean emails to law firm docs. Avoid unnecessary fine-tuning!

system promptsfine-tuningai trainingLLMprompt engineering
23:36

Single-Turn AI: The Interface Pattern Nobody's Talking About

Forget chatbots. Discover the hidden power of single-turn AI interfaces and how they're quietly reshaping how businesses integrate AI.

single-turn aiai interfacesAutomationworkflowsai design
23:46

System Prompts vs. Fine-Tuning: Are We Building Solutions for Problems That Don't Exist?

Are we over-engineering AI solutions? We dive into system prompts vs. fine-tuning and ask: Do you even need to fine-tune?

system promptsfine-tuningLLMmodel context protocolprompt engineering
29:45

Pixels, Prompts & Pseudo-Text: AI's Word Problem

AI paints stunning images, but can't spell "cat." Why do advanced models struggle with simple text? Dive into AI's weird word problem!

image generationpseudo-texttext in imagesmultimodal ailanguage models
23:53