# ArthaLabs

ArthaLabs is the independent research and systems portfolio of Harshvardhan Tiwari, a class 12 CBSE student in India.

Canonical site: https://arthalabs.in/

## Core Topics

- Affordable AGI
- Hidden-state reliability
- Verdict-access gap
- Continual learning
- Reservoir computing
- Low-resource language modeling
- Evidence-grounded AI systems

## Key Pages

- Homepage: https://arthalabs.in/
- Verdict-access gap: https://arthalabs.in/projects/verdict-access/
- Project Nidra: https://arthalabs.in/projects/project-nidra/
- Sanskrit / Panini model stack: https://arthalabs.in/projects/sanskrit-panini-model-stack/
- Manthan / SDA: https://arthalabs.in/projects/manthan-sda/
- Study TUI: https://arthalabs.in/projects/study-tui/
- Artha Judge: https://arthalabs.in/projects/artha-judge/
- SYNAPSE: https://arthalabs.in/projects/synapse/
- DriveLegal: https://arthalabs.in/projects/drivelegal/

## Public Proof

- GitHub organization: https://github.com/arthalabs-in
- Verdict-access repository: https://github.com/arthalabs-in/verdict-access-gap