02 / research n = 05 manuscripts independent + volnlabs

research

What I am currently measuring, what is written up, and where the open questions are. Interests below, then papers, manuscripts and filings, then service and talks.

NeurIPS 2026 Workshops · 2 acceptances + reviewer

Two papers on safe runtime evolution of embodied agents accepted at AgenticOS and CL4FMAgents @ NeurIPS 2026. Served as a reviewer for CL4FMAgents.

AGENTICOS · POSTER
CL4FMAGENTS · ACCEPTED
Operating Systems

Runtime-programmable kernels, in-kernel verification, eBPF as a first-class kernel primitive.

Real-Time Systems

WCET analysis, schedulability admission, bounded interrupt paths on constrained hardware.

Systems Measurement

Reproducible benchmarking, provenance-gated evidence, negative results in speculative paging.

Embedded & Robotics

Safe runtime evolution of embodied agents: transactional controller publication, versioned authority, safe behavior replacement. Safety monitors between software and actuators.

Manuscripts & filings
An Authority Lifecycle for Self-Modifying Embodied Agents — AgenticOS Workshop @ NeurIPS 2026Authority lifecycle for agents that modify and publish their own executable behavior at runtime.
Separates proposal, activation, execution, resource, and effect authority.
Versioned grants, continuous revalidation at privileged effects.
ACCEPTED · POSTER 2026
Who Guards the Update? Transactional Publication Semantics for Continually Learning Embodied Agents — CL4FMAgents Workshop @ NeurIPS 2026Safe publication of controller and behavior updates in continually learning embodied agents.
Transactional semantics so stale or superseded behavior cannot keep control during updates.
Part of AxiomOS’s runtime-evolution model.
ACCEPTED 2026
Speculative Paging in CRIU Lazy Restore — independent research MANUSCRIPT IN PREP. 2026
Autonomous UAV Swarm System with GPS-Denied Localization, Multi-Modal Subsurface Sensing, and Digital Twin-Based Disaster Response — ResQTerra, seven-person team PATENT FILED 2025
AxiomOS verifier & actuation-monitor evaluation — VolnLabs ONGOING · PROVISIONAL 2025–
Reviewer · CL4FMAgents @ NeurIPS 2026

Reviewed research on continual learning in foundation models and embodied agents.

NEURIPS 2026 WORKSHOPS
Low-Latency OpenAFS on Ubuntu: Real-Time File Sharing for Edge

On making a distributed filesystem viable for robots and edge devices under latency constraints.

UBUCON INDIA 2025
PROGRAMME →