Research / Kathmandu, Nepal

AI operating systems and hardware control research.

Notes and system designs for the O AI operating system, Krrishmay multi-agent architecture, and hardware control interfaces.

01 // Key Areas

O AI OS & Multi-Agent Coordination

Designing a multi-agent swarm architecture that coordinates over 100 specialized agents under the Krrishmay assistant for task execution, state management, and error recovery.

100+ Agent Swarm System

Hardware Integration & Signal Control

Building execution bridges between AI agents and hardware devices to monitor and control CPU/GPU workloads, audio inputs, cameras, and Arduino microcontrollers.

Real-Time Hardware Control

Generative UI & RAG Retrieval

Developing dynamic Generative UI components that synthesize interfaces on-the-fly based on multi-agent execution states and RAG knowledge retrieval.

Dynamic Generative UI & RAG

02 // System Specs & Technical Reports

System Specifications

Aug 20, 2026 at 12:40 AM (NPT)Machine Learning

Sub-second speculative decoding for latency-optimized neural inference

Sub-second speculative decoding reduces LLM latency using parallel draft-verify strategies. Results show 3.2x speedup with 99.1% output quality on standard benchmarks.

#speculative decoding#neural inference latency#draft-verify#large language models#token generation speed

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Aug 20, 2026 at 12:37 AM (NPT)Artificial Intelligence

Adaptive knowledge integration for transforming research articles

Adaptive knowledge integration transforms research articles by aligning disparate knowledge domains through dynamic vector embeddings and hierarchical attention.

#adaptive knowledge integration#research article processing#vector embeddings#hierarchical attention#semantic coherence

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$Hierarchical Vector Embedding Distillation for Multi-Modal LLMs$

Aug 15, 2026 at 12:50 AM (NPT)AI Research

Hierarchical Vector Embedding Distillation for Multi-Modal LLMs

# **Latency-bound entanglement certification in superconducting qubit arrays under thermal noise constraints** **Hypothesis:** Superconducting qubit arrays exh

#AI#Software

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Aug 14, 2026 at 12:43 AM (NPT)AI Research

Neuromorphic Event-Based Sensing & Micro-Latency Perception Matrices

**Quantum-Classical Hybrid Annealing for Non-Convex Optimization in Multimodal Neural Networks** This paper argues that quantum annealing can outperform classi

#AI#Software

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Aug 13, 2026 at 10:43 PM (NPT)AI Research

Asymmetric Entanglement Dynamics in Superconducting Qubit Arrays

```markdown # Attention as a structural prior in transformer-based protein language models improves zero-shot mutational effect prediction This paper argues th

#AI#Software

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Aug 12, 2026 at 06:14 PM (NPT)Computer Science

Adversarial robustness in transformer networks for natural language processing

Transformer models show 12-18% accuracy drop under adversarial attacks. This paper analyzes why attention mechanisms amplify vulnerabilities in BERT, RoBERTa, and T5.

#adversarial attacks#transformer robustness#NLP security#BERT vulnerability#attention mechanisms

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Aug 10, 2026 at 02:16 AM (NPT)AI Research

Sub-Network Entropy & Zero-Knowledge Proof Compression in Distributed Systems

```markdown # Quantum entanglement as a computational substrate for neuromorphic error correction in spiking neural networks **Hypothesis:** Quantum entangleme

#AI#Software

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Aug 9, 2026 at 02:38 AM (NPT)AI Research

Quantum Machine Learning Architecture & Subatomic Entanglement Models 2026

**AI-driven leapfrogging in Nepal’s IT sector: how cloud-first startups outpace traditional services through regulatory arbitrage** This paper argues that Nepa

#AI#Software

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Aug 7, 2026 at 05:38 PM (NPT)Information Technology

Nepal’s IT sector growth

Nepal’s IT services sector reached USD 1 billion in exports by 2025–26, with 100,000 professionals employed. This paper analyzes growth drivers, policy frameworks, and challenges in sustaining expansion.

#Nepal IT sector#software exports#digital economy Nepal#IT freelancers Nepal#NAS-IT#IIDS report 2022

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Collaboration

Interested in multi-agent research or software collaboration?

Feel free to get in touch if you'd like to collaborate on multi-agent software or AI system development.

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