⚖️ “With a leveraged worker, judgment is far more important than how much time they put in or how hard they work.” – Naval

Hello Reader,

AI is better at evaluating content than generating content.​
​
This makes sense, when you stop to think about it. For a large language model to interpret your instructions, and create output, all in the same step, it dilutes the same token budget over two requests.
​
But if you have ask AI to evaluate its own outputs, it can focus all its attention on identifying how to improve. Then it can rewrite, separately.
​
Here’s a simple copy/paste process you can use to rapidly improve your LLM responses:

  1. Ask an LLM to create some content for you
  2. In a second tab, have another LLM evaluate the output.
  3. Ask the second LLM for a clear brief documenting improvements.
  4. Copy that brief, and paste it into the first LLM tab with the prefix, “Analyse this feedback.”
  5. Ask for a V2.
  6. Repeat until satisfied
  7. Compare with diffchecker.com if you want to see the changes

This simple process will help you stir your prompt around in a cauldron, like the wizard of the future that you are.

🎥 Replay: Create a Coaching Relationship with AI

video preview​

If you missed my webinar last week, you can watch the replay, and use 30 copy/paste prompts to deepen your relationship with an AI thinking partner.

📰 New AI News This Week

  • Anthropic released Claude Sonnet 4.6 which gives Opus-like reasoning for a fraction of the cost
  • Google launched Gemini 3.1 Pro which has twice the reasoning capacity of Gemini 3
  • Digital Ocean reports the biggest blocker in implementing AI agents in enterprise is the cost of inference

👓 What I’m Reading

📢 Feedback Time!

Are you ready to grow your Ai capabilities?

Join me in the Ai Coaching Academy:

[REPLAY] Create a Coaching Relationship with AI

[REPLAY] Create a Coaching Relationship with AI

Last week’s webinar provided 30 copy/paste prompts you can use to deepen your relationship to your LLM thinking partner. Slides https://ai-coaching-academy.s3-ap-southeast-2.amazonaws.com/slides/2026/aica-0226.pdf Copy/Paste Prompts Author In The Machine Speak in the voice of the author from this PDF. Ask me questions based on their ideas. You a…

Read Article

Keep on growing!

– Caelan Huntress

​[email protected]​

🎥

Upcoming Live Workshops

​RSVP Now→​

🎨

Play some of my AI Games

​Start Learning →​

📘

Join my Community

​Upskill Now​ →​