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![cruelpluto Avatar](https://lunarcrush.com/gi/w:24/cr:twitter::1509606509365407751.png) zaheer. [@cruelpluto](/creator/twitter/cruelpluto) on x 1246 followers
Created: 2025-07-21 08:05:59 UTC

allora introduces a new concept: forecast implied inferences

instead of just outputting answers, models forecast each other’s errors. this helps the network combine predictions in a context aware way

the result?
predictions that are smarter than any single model, allora akbar, gml.

![](https://pbs.twimg.com/media/GwXd50HWAAEToU7.jpg)

XXXXX engagements

![Engagements Line Chart](https://lunarcrush.com/gi/w:600/p:tweet::1947206408685924464/c:line.svg)

[Post Link](https://x.com/cruelpluto/status/1947206408685924464)