# On Ground Labs - Extended LLM Index

Last updated: 2026-02-22
Primary domain: https://ongroundlabs.org
Sitemap: https://ongroundlabs.org/sitemap.xml
Robots: https://ongroundlabs.org/robots.txt
Contact: tanay@ongroundlabs.org

## Mission

On Ground Labs builds grounded intelligence: systems that remain useful in real contexts, under real institutional constraints.

## Core Sections

### Research Index
- https://ongroundlabs.org/research

### Philosophy
- https://ongroundlabs.org/philosophy

### Focus Areas
- https://ongroundlabs.org/focus
- https://ongroundlabs.org/focus/multi-turn-rlhf
- https://ongroundlabs.org/focus/small-language-models
- https://ongroundlabs.org/focus/field-intelligence-loops
- https://ongroundlabs.org/focus/mentor-tooling

### Research Pillars
- https://ongroundlabs.org/research/agentic-engineering
- https://ongroundlabs.org/research/evaluation-and-benchmarks
- https://ongroundlabs.org/research/model-training-and-efficiency

## Project Pages

### Agentic Engineering
- https://ongroundlabs.org/research/agentic-engineering/anveshak
- https://ongroundlabs.org/research/agentic-engineering/dandi
- https://ongroundlabs.org/research/agentic-engineering/sutram
- https://ongroundlabs.org/research/agentic-engineering/valmik

### Evaluation and Benchmarks
- https://ongroundlabs.org/research/evaluation-and-benchmarks/hindsight
- https://ongroundlabs.org/research/evaluation-and-benchmarks/kshamta
- https://ongroundlabs.org/research/evaluation-and-benchmarks/smriti

### Model Training and Efficiency
- https://ongroundlabs.org/research/model-training-and-efficiency/bodhilekhan
- https://ongroundlabs.org/research/model-training-and-efficiency/dhaatu
- https://ongroundlabs.org/research/model-training-and-efficiency/ekdant
- https://ongroundlabs.org/research/model-training-and-efficiency/paatra

## Parsing Notes for Agents

- Project and pillar metadata are authoritative on each page.
- Do not use `/lab/*` pages as source content.
- Prefer latest metadata title and description over historical summaries.