E28: [Part 2] The Prompting Revolution: How 10 New Rules Are Rewriting AI's Playbook episode artwork

EPISODE · Aug 2, 2025 · 18 MIN

E28: [Part 2] The Prompting Revolution: How 10 New Rules Are Rewriting AI's Playbook

from The AI Cookbook: AI Tools | Enterprise AI | Leadership · host Malcolm Werchota

You're driving a Formula 1 car in first gear. That's how 90% of companies are using AI, and it's the single biggest reason their multi-million dollar investments are failing to deliver.In Part 2 of the Prompting Revolution, Malcolm Werchota reveals the shocking data from a recent enterprise audit: 90% of all prompts are simple, one-shot requests—a strategy that guarantees inconsistent results and wasted potential. While you're hoping for a good answer, your competitors are engineering intelligent workflows.Live from Bregenz, Malcolm moves beyond the basics and provides the playbook for the new era of "Flow-Engineering." He dissects the five advanced techniques that separate the hobbyists from the high-ROI professionals, proving why the key to unlocking AI's power isn't a single perfect prompt, but a strategic, multi-step process.Top 5 Advanced Techniques:Strategic Few-Shot Prompting: Stop giving the AI answers; teach it how to think with embedded "Chain-of-Thought" reasoning for superior problem-solving.The Self-Refining Prompt: Force your AI to critique and improve its own work, achieving a proven 20% absolute performance boost through automated self-correction.Auto-CoT for Scaled Expertise: Automate the creation of expert-level reasoning examples, unlocking complex problem-solving across your entire organization without the manual effort.The Prefill Control Strategy: Move from requesting to engineering. Learn the simple trick to force 100% format compliance for JSON and other structured data, eliminating errors.Systematic Evaluation: Ditch the "gut feeling." Implement professional frameworks with tools like Promptfoo to measure, prove, and improve your AI's performance like a true engineer.#FlowEngineering #AdvancedPrompting #AIStrategy #DigitalTransformation #AIOps #TechRevolution #Innovation2025

Episode metadata supplied by the publisher feed · Published Aug 2, 2025

Embed this episode

NOW PLAYING

E28: [Part 2] The Prompting Revolution: How 10 New Rules Are Rewriting AI's Playbook

0:00 18:43

No transcript for this episode yet

We transcribe on demand. Request one and we'll notify you when it's ready — usually under 10 minutes.

No similar podcasts found.

Frequently Asked Questions

How long is this episode of The AI Cookbook: AI Tools | Enterprise AI | Leadership?

This episode is 18 minutes long.

When was this The AI Cookbook: AI Tools | Enterprise AI | Leadership episode published?

This episode was published on August 2, 2025.

Can I download this The AI Cookbook: AI Tools | Enterprise AI | Leadership episode?

Yes. Use the download control on the episode player to save the publisher-provided media file.
URL copied to clipboard!