Highly recommend using agent based hooks for things like `[review & test]`.
At a basic level, they work akin to git-hooks, but they fire up a whole new context whenever certain events trigger (E.g. another agent finishes implementing changes) - and that hook instance is independent of the implementation context (which is great, as for the review case it is a semi-independent reviewer).
To put some numbers to trying to develop a single therapy (where candidates etc. will fail as you try them)
- Plan to sink $180-500M+ just in R&D
- Factor in failures, regulatory, clinical, recruitment, phase 1/2 trials and you arrive very quickly around $1.3-2.1 BILLION USD per therapy approved.
...there is a 90% chance that you will spend that $1B+ - and it will fail completely.
fwiw towards your theory, I believe that the US Govt actually considers cloud providers - by way of specific services offered "dual use" systems for mil or civil use.
E.g. you will find references in AWS docs to Bureau of Industry/Security rulings.
...not monetized yet: Can't find the post, but a prev. HN post had a link to an article showing that OpenAI had hired someone from Meta's ad service leadership - so I took that to mean it's a matter of time.
KingJamesProgramming [1] - a mashup of Knuth books [2] and the King James Bible with a Markov chain, is still one of my favorite reads for a laugh.
It was also the first place I was really exposed to probabilistic-based methods for generation of novel content.
You get gems like:
"they smote the city with the edge of the sword. 22:20 And one of his main motivations was the high cost of proprietary software houses."
and
"37:29 The righteous shall inherit the land, and leave it for an inheritance unto the children of Gad according to the number of steps that is linear in b."
I'm typically pretty critical of PM oriented pieces, but I found this to be a decent overview of how to reason about building these systems from first principles + some of the non-tech pain points + how to address them.
Can you clarify what you mean? I am not sure I follow.