About
Davit Buniatyan is the founding CEO of Activeloop and holds a PhD in AI/ML from Princeton. He graduated from UCL in 2016 and participated in Y Combinator's S18 cohort.
Davit @dbuniatyan
we shared all our findings here. https://t.co/2tEE0RcYmD
Aug 2, 2026
Davit @dbuniatyan
This is one of the most interesting findings. You can actually store memory/skill in a prefix. Where experience should live? In the context? Weights? or Cartridges? Apparently you can learn a prefix to the llm with a specific memory. It is better for saving context tokens, than https://t.co/hHlNkpSWuu https://t.co/iyljCpO3MQ
Aug 2, 2026 Β· β₯ 2
Davit @dbuniatyan
generalization would come from continual learning, but imagine what you can do with llms now. creating endless games from a single prompt. running end to end loop, while harness and the model co-learn from each other. https://t.co/VU9vx73zNk https://t.co/TuqTcPlQNP https://t.co/yiGHVM8pYp
Aug 2, 2026 Β· β₯ 1
Founder at ActiveloopYC S18
Intro paths
Davit went through Y Combinator (Summer 2018) β any YC alum in your network can reach them through the YC community.
Their group partner at YC was Diana Hu, General Partner at Y Combinator β the partner who ran Activeloop's batch and knows the company first-hand. YC profile β
In turn, Davit can intro founders to Activeloop's investors below.