This puts a number to my intuitive feeling that things move an order of magnitude faster this time.

How did you read that in my comment?

* 5% of electricity in the United States is used to power data centers. For AI-focused ones specifically, it’s probably around 2%.*

I think it’s massive.

A Bear Sterns moment would be more solid. Oracle might ge the first to collapse if things go south, so we might be fine until then(?).

Nicely done, thank you.

Thanks for dynamic workflow pointer. I don’t know if I like JavaScript for workflow definitions tho. IMHO sshwarts has the right idea on severely constrained workflow definition language. I plan to look closer into ADK2 workflows as well.

I’m not saying anyone did what you are doing, I’m saying multiple pieces are converging on that, at least in my imagination.

You may want to read earlier discussions https://news.ycombinator.com/item?id=48881112 And https://news.ycombinator.com/item?id=48051562

I

I was procrastinating on that, thanks!

> the recursive nature

It’s not clear from you answer if we’re on the same page. Your options are allow the worker agent run wild or constrain it with a rigid guidance. Skillscript can serve dual purpose - constrain the workflow to make it more observable and constrain elemental parts to make them more directional. Apologies if that makes no sense - the AI red shift (expanding universe) makes it very hard to communicate.

2. Inventing a new language complicates large models ability to generate such scrips compared to a well-known language. Did you find it to be a problem? How did you mitigate?

3. The AI is showing. :) I had the similar discussion with ChapGPT and some phrasing is near the same. Not a dig, just a funny observation.

4. Consider the recursive nature of the problem you’re solving - large model updates workflow which you review each time, worker models generate plans and tool calls which you don’t review. A constrained language is useful in both cases to guide the model.

5. This Earlier discussion can provide useful background for why this is needed. You have probably seen it, but the readers will likely appreciate. https://news.ycombinator.com/item?id=48051562

The problem is real, Thank you for taking a stab and sharing your findings.

I went in the opposite direction - how far can I push myself to see multiple facets of a story? That is a wild ride, and it gets progressively more wild.