Exploring frontier techniques to scale AI agentic intelligence

We work on innovative approaches for the next epoch of AI.

01About

MURST stands for Meta-Unified Recursive Systems Theory.

Founded and led by Pruthvi Bhat, MURST aims to be a platform for implementing unconventional research and new abstract approaches to progress AI research and implementation, bridging frontier capabilities with modern integrations.

02Projects

Vibe Check MCP

Ongoing

A metacognitive layer that keeps AI coding agents honest.

MetacognitionAI AlignmentAgentic SystemsResilience

Recursive Self-Referential Compression (RSRC)

Foundational

A dual-metric framework for sustainable AI scaling.

AI EfficiencySustainable AIScaling LawsThermodynamics

LeadsWizard

Completed

AI-powered lead engagement and retention system.

Applied AIPrompt EngineeringUser Engagement

GemForge-MCP

Archived

A framework for modular, multi-agent creative pipelines.

AI AgentsCreative AIMulti-Agent Systems

03Publications

Recursive Self-Referential Compression (RSRC): AI's Survival Map in the Post-Scaling Era

Pruthvi Bhat(2025). MURST Research Initiative.

Published: 2025-01-15

DOI: 10.13140/RG.2.2.34954.64967

Read Paper on Zenodo

04People

Pruthvi Bhat

Founder & Lead Researcher

An innovative thinker driven to build impactful, human-centered systems. My approach leverages a unique combination of AI, biotechnology, and human behavior to solve complex challenges from a systems-thinking perspective.

GitHub