Perhaps this type of research can help uncover the wide range of frequency and phase effects both temporary and “permanent” experienced and described by insight practitioners and many others. Perhaps one could study this as one shifted through vipassana jhanas and formless realms. The Holy Grail would be pre and post paths and deep abiding non-dual realizations, as these appear to have not just a rope-snake level interpretive component, but also an essential “everything in tune with itself” component. Easy to hypothesize that awakening levels attenuate and eventually radically transform something measurable about the two phases you describe.

best code review use case for Jev images so far: PR screenshot in, the architecture and data flow behind it matched screenshot to matches in ~2 seconds Try it on your next PR: github.com/coldteadotai/pr-l…

stoked for this

Jev, journey continues to go exponential

we're hiring Data Demons no we will not be explaining what that means watch the video, apply if you're built for it 😈

we won 1st place @typesafeai's first ever Jev hackathon introducing Jevolution, a multi-agent ecosystem simulator where researchers can study endangered species without touching a single animal link: jevolution.world repo: github.com/utkarshg20-org/je… built with: @utkarshg20_ @xrhuang10

1/ Yesterday we hosted @typesafeai at our @coderabbitai HQ for Jev's first ever hackathon! 160+ builders. ~4hrs of hacking. Expert judges, Incredible energy. I also got to sit down with @allietheicon and talk about what Jev means for Coding, Software Development and the new paradigm shift you have to adapt when working with this new class of AI models. She shared some really helpful tips and examples of how to best work with Jev - I'll try my best to summarize some of them in this thread⬇️

Great example of how composing Jev into a reasoning graph can create intelligent functions

let's go! AI map reduce built into your query engine!

Thank you for the deep dive here Jev wasn't built for agents it was built to enable engineers to get back into the game of composing intelligence

here's a quick breakdown of @typesafeai's new jev model: what it is, and how to plug it into your agents!

Got to love deploying on a Sunday

Neon Genesis Jevangelion

when a designer gets access to Jev

Jev was adopted faster than any other model in AI Gateway history. In the first day, @typesafeai reached ~13% of teams, 2x the GPT-5.6 family and 6x Fable 5.1.