My new paper is on arxiv, so I guess it now deserves a thread…
Let’s start from the end: AGI is possible (!) using… LINEAR next-token predictors!
How can this be? And what does this tell us about the power of next-token predictors?
https://t.co/3daDzvW2WF
1/n
Our paper is now out in @Nature!
https://t.co/a645FvCEOk
What started as a small side project ended up revealing new surprising capabilities of astrocytes - We chronically imaged hippocampal astrocytes and show that they encode reward location.
@Sophistarete@Nature Indeed, the astrocytes are probably affected by, as well as affecting, the neurons nearby though we didn’t test this in this study. Manipulating the astrocytes could definitely be interesting.
@RamosNeuro @ElDuvelle @vineettiruvadi@Nature Astrocytes are definitely not working in a vacuum, and are probably responding to neuronal activity as well as affecting neurons, though we did not test this in our study. The temporal dynamics of the astrocytic signal is different from the neuronal signal, leading to a different
Our lab has a Nature paper!
A truly amazing work by @AdiDoron, showing that Hippocampal Astrocytes Encode Reward Location. You read correctly, astrocytes!
We oddly enjoyed the review process! Had sensible reviewers that helped us make the article better!
https://t.co/h51lVaHZga
Of course, this work couldn’t have been done without the help of the amazing Goshen lab members, as well as Alon Rubin and Yaniv Ziv. @GoshenInbal@ELSCbrain
As mice approach the reward location in familiar environments, astrocytic activity gradually increases. We do not see this ramping in novel environments nor when the reward is shifted in a familiar environment.