Ex @MetaAI, @SonyAI, @Microsoft
Egyptian 🇪🇬
✍️ Blog: bkhmsi.medium.com/egyptian-res...
If this helps even one person see what’s possible, it’s worth it.
✍️ Blog: bkhmsi.medium.com/egyptian-res...
If this helps even one person see what’s possible, it’s worth it.
Webpage: egyptians-in-cs.github.io#/en/stats
Webpage: egyptians-in-cs.github.io#/en/stats
It highlights the global Egyptian diaspora, and how widely Egyptian researchers are contributing across the world.
It highlights the global Egyptian diaspora, and how widely Egyptian researchers are contributing across the world.
What started as a short list became a much broader story about visibility and representation.
What started as a short list became a much broader story about visibility and representation.
🤝 Re-Align 2026 is made possible by an interdisciplinary team of co-organizers:
@bkhmsi.bsky.social, Brian Cheung, @dotadotadota.bsky.social, @eringrant.me, Stephanie Fu, @kushinm.bsky.social, @sucholutsky.bsky.social, and @siddsuresh97.bsky.social!
🤝 Re-Align 2026 is made possible by an interdisciplinary team of co-organizers:
@bkhmsi.bsky.social, Brian Cheung, @dotadotadota.bsky.social, @eringrant.me, Stephanie Fu, @kushinm.bsky.social, @sucholutsky.bsky.social, and @siddsuresh97.bsky.social!
🌟 Joining us at Re-Align 2026 is a fantastic lineup of invited speakers covering ML, neuroscience, and cognitive science:
David Bau, Arturo Deza, @judithfan.bsky.social, @alonaf.bsky.social, @phillipisola.bsky.social, and Danielle Perszyk!
🌟 Joining us at Re-Align 2026 is a fantastic lineup of invited speakers covering ML, neuroscience, and cognitive science:
David Bau, Arturo Deza, @judithfan.bsky.social, @alonaf.bsky.social, @phillipisola.bsky.social, and Danielle Perszyk!
Building on last year’s hackathon, we’re launching a persistent shared-task challenge to support transparent and reproducible representational alignment research.
⭐ Stay in the loop:
GitHub: github.com/representational-alignment/challenge
Form: forms.gle/EUVCyE9gykQA...
📅 Feb 26, 2026 (AoE)
Building on last year’s hackathon, we’re launching a persistent shared-task challenge to support transparent and reproducible representational alignment research.
⭐ Stay in the loop:
GitHub: github.com/representational-alignment/challenge
Form: forms.gle/EUVCyE9gykQA...
📅 Feb 26, 2026 (AoE)
Thanks to all my co-authors @gretatuckute.bsky.social, @davidtyt.bsky.social, @neurotaha.bsky.social and my advisors @abosselut.bsky.social and @mschrimpf.bsky.social!
Thanks to all my co-authors @gretatuckute.bsky.social, @davidtyt.bsky.social, @neurotaha.bsky.social and my advisors @abosselut.bsky.social and @mschrimpf.bsky.social!
🙏 Huge thanks to my incredible co-authors @cndesabbata.bsky.social, @gretatuckute.bsky.social, @eric-zemingchen.bsky.social
and my advisors @mschrimpf.bsky.social and @abosselut.bsky.social!
🙏 Huge thanks to my incredible co-authors @cndesabbata.bsky.social, @gretatuckute.bsky.social, @eric-zemingchen.bsky.social
and my advisors @mschrimpf.bsky.social and @abosselut.bsky.social!
🔗 Explore MiCRo:
🌐 Website: cognitive-reasoners.epfl.ch
📄 Paper: arxiv.org/abs/2506.13331
🤗 HF Space (interactive): huggingface.co/spaces/bkhmsi/cognitive-reasoners
🧠 HF Models: huggingface.co/collections/bkhmsi/mixture-of-cognitive-reasoners-684709a0f9cdd7fa180f6678
🔗 Explore MiCRo:
🌐 Website: cognitive-reasoners.epfl.ch
📄 Paper: arxiv.org/abs/2506.13331
🤗 HF Space (interactive): huggingface.co/spaces/bkhmsi/cognitive-reasoners
🧠 HF Models: huggingface.co/collections/bkhmsi/mixture-of-cognitive-reasoners-684709a0f9cdd7fa180f6678
We now have a collection of 10 MiCRo models on HF that you can try out yourself!
🧠 HF Models: huggingface.co/collections/bkhmsi/mixture-of-cognitive-reasoners-684709a0f9cdd7fa180f6678
We now have a collection of 10 MiCRo models on HF that you can try out yourself!
🧠 HF Models: huggingface.co/collections/bkhmsi/mixture-of-cognitive-reasoners-684709a0f9cdd7fa180f6678
We built an interactive HF Space where you can see how MiCRo routes tokens across specialized experts for any prompt, and even toggle experts on/off to see how behavior changes.
🤗 Try it here: huggingface.co/spaces/bkhms...
(Check the example prompts to get started!)
We built an interactive HF Space where you can see how MiCRo routes tokens across specialized experts for any prompt, and even toggle experts on/off to see how behavior changes.
🤗 Try it here: huggingface.co/spaces/bkhms...
(Check the example prompts to get started!)
We also wondered: if neuroscientists use functional localizers to map networks in the brain, could we do the same for MiCRo’s experts?
The answer: yes! The very same localizers successfully recovered the corresponding expert modules in our models!
We also wondered: if neuroscientists use functional localizers to map networks in the brain, could we do the same for MiCRo’s experts?
The answer: yes! The very same localizers successfully recovered the corresponding expert modules in our models!
One result I was particularly excited about is the emergent hierarchy we found across MiCRo layers:
🔺Earlier layers route tokens to Language experts.
🔻Deeper layers shift toward domain-relevant experts.
This emergent hierarchy mirrors patterns observed in the human brain 🧠
One result I was particularly excited about is the emergent hierarchy we found across MiCRo layers:
🔺Earlier layers route tokens to Language experts.
🔻Deeper layers shift toward domain-relevant experts.
This emergent hierarchy mirrors patterns observed in the human brain 🧠