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This is a most excellent place for technology news and articles.
Orchestrator AI to determine which context it's in with specialized AIs running for those tasks.
You're going to have an unacceptably high failure rate as you attempt to trial-and-error your way through all the lower-probability problems. Meanwhile, independent research paths aiming at general AI, which absolutely could handle all these problems, is racing you.