Agentic Reasoning at Scale: The Jarvis Architecture

October 2026

We introduce the Jarvis architecture — a novel approach to building ambient AI agents that operate directly on local filesystems with full context awareness and multi-step planning capabilities.

AgentsArchitectureReasoning

PiyRox-4 Technical Report

September 2026

A comprehensive overview of PiyRox-4, our latest frontier language model. We detail the training methodology, safety evaluations, and benchmark results across coding, reasoning, and creative tasks.

Language ModelsSafetyBenchmarks

IDE-Native Agents: Rethinking the Developer Workflow

August 2026

We present a new paradigm for AI-assisted software development where the agent has full codebase context, can plan architectural changes, and executes multi-file edits with rollback capabilities.

IDEAgentsDeveloper Tools

Long-Context Efficiency in Transformer Models

July 2026

Our research on extending effective context windows to 200k tokens while maintaining inference efficiency. We introduce sparse attention patterns that reduce quadratic complexity without quality loss.

TransformersEfficiencyContext