Enterprises running in public clouds have Zero Data Retention policies with the vendor. Routing the ai spend through Azure or AWS usually bring these policies along with it, ie enterprise data and useage is not ingested to retrain the model.
It’s almost as complex as compiling software for different runtime environments; it requires a knowledge artifact repository and publishing system, e.g. https://github.com/thinkingsage/context-bazaar
Congrats! I am also an autodidact who desired a stronger school name on my resume after a long run in startups, so I took a senior engineering role at Johns Hopkins.
I'm not affiliated with the engineering school or familiar with their curriculum. It may not be as famous as the schools of medicine or public health, but in general they are quite good.
Fun fact: a successful invasion of the North American continent has very little to do with weaponry and more to do with logistics and projection of force across an ocean. There is only one superpower with the capabilities to do it at all.
It's a fair comparison. There's a fair amount of plausible-sounding bullshit being peddled as a transparent advertisement for an ai-driven "code security" firm.
Not to wade too far into weeds, but the spiritual and temporal authority of Rome (ie what is now called Church and State) were considered separate entities. When the temporal authority collapsed, the spiritual authority preserved its content and form and then simply waited for conditions to improve.
Τhus the various attempts to re-manifest a Holy Roman Empire in Europe across the subsequent centuries.
The AWS Kiro (https://kiro.dev) spec-driven coding harness operates this way in Auto mode which offers the base token rate.
Manually-specifying Sonnet or Opus is a multiplier on the base token rate; specifying Qwen fractions it. Left to its own, it presumably uses the heavier models to create the plan and orchestrate the work; the bite-sized task definitions are delegated to smaller models.
Fear not: “As you can all probably tell, I got a lot of criticisms about the way this government functions. But in order for us to make it functional, we’re gonna have to do stuff,” Platner said. “And you can’t just go down there and be John Fetterman and ... just sort of be an a*hole.”
[ my public key: https://keybase.io/solipse; my proof: https://keybase.io/solipse/sigs/20xb-Sww-LteQEB1TARSD-xBwiGO64g4ttOk4t7HrLU ]