aser

Aser is a lightweight, self-assembling AI Agent frame.

ASER (Activities, States, Events, and their Relations): a large-scale weighted eventuality knowledge graph.

TransOMCS is a commonsense knowledge resource transferred from ASER. It is in the format of OMCS but two orders of magnitude larger.

SUNO सुनो: AI that listens to the teacher, not the classroom. A 60-second voice note becomes checked, per-child reading evidence and a Hindi morning brief for Grade 1–3 teachers. Claude + Sarvam. Demo code: SUNO-DEMO

Source-linked ASER reading and arithmetic data explorer for rural India, states and districts (2012–2024). Independent and unofficial.