Pawan Sasanka Ammanamanchi
pawansasanka.bsky.social
Pawan Sasanka Ammanamanchi
@pawansasanka.bsky.social
I like reading papers
Reposted by Pawan Sasanka Ammanamanchi
MorphScore got an update! MorphScore now covers 70 languages 🌎🌍🌏 We have a new-preprint out and we will be presenting our paper at the Tokenization Workshop @tokshop.bsky.social at ICML next week! @marisahudspeth.bsky.social @brenocon.bsky.social
July 10, 2025 at 4:09 PM
Reposted by Pawan Sasanka Ammanamanchi
Kimi K2, the new best open model in the world. In a few days the non-tech part of US/world is going to have another mini DeepSeek style existential crisis because of this model.

I wrote about my expectations for how this release plays out and what it means for the future.

buff.ly/LhJmcYo
July 14, 2025 at 3:22 PM
Reposted by Pawan Sasanka Ammanamanchi
I set out to write a post recapping what had happened in the first 6 months of people focusing on RLVR. I ended up realizing what training ideas will look like to help us push to new agents and to just push the robustness of things we have like Deep Research and Claude Code.
buff.ly/AgM8X1q
Designing a next-generation reasoning model
Where we've been and where we're going with RLVR.
www.interconnects.ai
June 4, 2025 at 2:02 PM
Reposted by Pawan Sasanka Ammanamanchi
My path into AI
The sort of small wins that accumulate into a real career in AI.
When I started grad school AI prof's didn't have space for me in their group and when I ended I had no papers at NeurIPS/ICLR/ICML, yet the process can still work.
www.interconnects.ai/p/my-path-in...
My path into AI
How I got here. Building a career brick by brick over 8 years.
www.interconnects.ai
May 14, 2025 at 2:29 PM
My favorite talk of the year, tracing what it could be and trying to reverse engineer the idea while exploring lines of research. Beautiful talk.
Talk: Speculations on Test-Time Scaling

A tutorial on the technical aspects behind OpenAI's o1 and open research questions in this space.

youtu.be/6PEJ96k1kiw
Slides+bibliography: github.com/srush/awesom...
Speculations on Test-Time Scaling (o1)
YouTube video by Sasha Rush 🤗
youtu.be
December 2, 2024 at 2:20 PM