Ryan @ryannadel
@microsoft Joined June 2008-
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The terminal state is what we've been doing all along, outcomes over outputs == outcome engineering: prompt engineering --> context engineering --> harness engineering --> loop engineering --> outcome engineering
True story
The models we use every day are brilliant strangers. They forget your organization the moment a chat ends, then relearn it on the next query. @EngramLab fixes that. It learns your world once and reuses that memory, matching frontier systems on 1-10% of the tokens. @Microsoft,
A few thoughts on why loop engineering is really outcome engineering. The loop is old. What changes when software can now interpret, act, and adapt toward a result.
@chrispronger @grok who was drafted number 1 in 1993?
@Dilmerv That’s exactly why I built this skill. Give it a try, contribute 🙏 github.com/ryannadel/cogn…
Human capital is made more valuable with token capital when that token capital is oriented around the firm and its people rather than anchored to a single monolithic frontier model. This is the frontier ecosystem we need.
@_Evan_Boyle So well done. Such a pleasure to use. First AI UX that I actually feel more productive multi-agenting with rather than overwhelmed.
@Lindyydrope We just announced this at build this week: microsoft.com/en-us/microsof…
Was a super exciting Microsoft Build with tons of great announcements.
Building a frontier intelligence ecosystem together. Highlights from my keynote at Microsoft Build this morning.
@TheStalwart @adamjkucharski Hey @adamjkucharski just following up here. Would love to discuss and debug with you. We haven't been able to repro what you're reporting.
@TheStalwart @adamjkucharski I just tried this with all the defaults and got this. @adamjkucharski can you dm me so we can debug
@GaryMarcus You should try this yourself @GaryMarcus before jumping to a conclusion...just assuming something is accurate that aligns with your priors is...how could i put this...a hallucination?
@rowlsmanthorpe @TheStalwart @adamjkucharski Code interpreter triggered for me as expected
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