A1 – Know Your Agent Verifiable Authorization for Multi-Agent AI

PRISM — Photonic Recursive Intelligence with Synaptic Memory · Coherent IQ fiber neural network · Recursive meta-prompt · 4 telecom classifiers at 100% accuracy · IIT Mandi · Himshikhar 2026

A fully open-source, recursively verifiable framework for uplifting all intelligences — human and otherwise — via modular, autonomous infrastructure nodes (SEUIBIU) and a distributed, benevolent recursive superintelligence substrate (SEPTRIS).

The SSWG/MVM framework is a recursive workflow generator that unites symbolic structure with semantic evaluation. It synthesizes workflows, validates them against schemas, measures clarity and coherence, and iteratively refines results until improvement plateaus. Through memory, metrics, and modular orchestration, it is both software and mindset.

Harmonic Recursion Framework – full technical handoff, inventions, prior art

LUMINA-30: non-binding boundary framework for preserving effective human refusal before irreversible AI consequences.

Official public release of MirrorLoop Core (v1.3 – April 2025)

A self-evolving, event-driven AI software engineering agency. It utilizes a "Recon-Assemble-Build" architecture to research project requirements via web search, dynamically hire specialized agents, and instantiate tasks at runtime. Features a hierarchical manager-worker loop, sandboxed code execution, and automated self-healing.

A framework for implementing continuous self-monitoring in autonomous systems

Active 2026 technical specifications for autonomous AI Holding Company infrastructure. Deployment-ready IaaS blueprints.

Zero-Trust Adversarial Reasoning Engine - autoresearch inspired kernel to create and validate new science.

🤖 Streamline software development with DevSwarm, an autonomous AI that dynamically assembles teams and tasks to create complex systems efficiently.