Welcome to AGI Learning Hub

Discover the latest research papers published by our organization, reflecting our commitment to advancing Artificial Intelligence through innovation, scientific research, and knowledge sharing.

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Artificial Intelligence Machine Learning Deep Learning Computer Vision Natural Language Processing Generative AI Robotics Healthcare AI Cybersecurity Data Science AI Safety Computer Science

Featured Research Papers

Artificial Intelligence

15 min read

A Field Guide to Agent Harness Engineering - The Architecture Behind Reliable AI Agents

Architectural patterns for highly reliable AI agents in production.

Author:Binod Kumar

Type:Research Paper

AI Safety

22 min read

Governance Is the Moat: An Agentic Authority Architecture for Enterprise AI in the Era of Autonomous Offensive Capability

Methodologies in scalable AI alignment and interpretability.

Author:Dr. Binod Kumar

Type:Research Paper

Generative AI

18 min read

The Agent-to-Agent Handoff Problem: Session Trust and Privilege Escalation Across Agent Boundaries

Standardized protocols for efficient context transfer in multi-agent systems.

Author:Binod Kumar

Type:Research Paper

Latest Publications

Cybersecurity

25 min read

Authorization for Self-Improving Agents: Governing Self-Modification at the Capability Boundary

Granular authorization frameworks for self-modifying autonomous agents.

Author:Binod Kumar

Type:Research Paper

Machine Learning

12 min read

Inference Is the New Frontier: Why the Decode Loop, Not the Model, Now Decides Enterprise AI Economics

Novel inference techniques for dynamic KV-cache eviction and quantization.

Author:Binod Kumar

Type:Research Paper

Natural Language Processing

20 min read

RAG Is Not Memory: Why Retrieval and Memory Are Different Systems, and What the Confusion Costs the Enterprise

Delineating differences between RAG and true episodic memory structures.

Author:Binod Kumar

Type:Research Paper

Computer Science

30 min read

The Verification Bottleneck: Toward Adaptive, Lossless Speculative Decoding for Autoregressive Language Models

Automated pipelines to bypass the verification bottleneck in AI-generated code.

Author:Binod Kumar

Type:Research Paper