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Your premier AI Research & Learning Platform. Discover research papers, technical articles, learning resources, datasets, and cutting-edge AI innovations developed by our institution.
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.
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.
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.
Latest Publications
Cybersecurity • 2026-07-01
Authorization for Self-Improving Agents: Governing Self-Modification at the Capability Boundary
Granular authorization frameworks for self-modifying autonomous agents.
Binod Kumar
Machine Learning • 2026-06-01
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.
Binod Kumar
Natural Language Processing • 2026-06-01
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.
Binod Kumar
Computer Science • 2026-06-01
The Verification Bottleneck: Toward Adaptive, Lossless Speculative Decoding for Autoregressive Language Models
Automated pipelines to bypass the verification bottleneck in AI-generated code.
Binod Kumar