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Deep research blueprints for accountable AI.

Download in-depth analyses covering architecture, privacy, ethics, performance, and infrastructure. Each paper pairs strategic insights with implementation guidance.

Featured releases

Essential research for product teams and policy leaders launching responsible AI programmes.

AI Architecture2024-01-15

Architectural Patterns for Agentic AI Systems: A Comprehensive Framework

A systematic playbook for designing agentic AI systems, covering tool orchestration, safety guardrails, and scaling strategies.

As AI systems move beyond simple prompts, robust architectural patterns become critical. This paper introduces a framework for building agentic systems that can autonomously reason, plan, and execute while remaining observable and recoverable.

Agentic AIArchitectureTool IntegrationScalability
42 pages · 3.2k downloadsDownload
Privacy & Security2024-01-10

Privacy-Preserving AI: Cryptographic Approaches for Secure Machine Learning

Differential privacy, homomorphic encryption, and secure computation techniques for confidential AI deployments.

We evaluate cryptographic primitives that maintain privacy in production AI systems. Practical guidance helps teams balance accuracy, latency, and security while meeting regulatory requirements.

PrivacyCryptographyDifferential PrivacyHomomorphic Encryption
38 pages · 2.8k downloadsDownload

Research catalogue

Browse additional papers by category, ready for download and citation.

AI Ethics2023-12-20

AI Ethics and Governance: Frameworks for Responsible AI Development

Guidelines for bias mitigation, transparency, and organisational governance across AI lifecycles.

AI EthicsGovernanceBias MitigationTransparency
56 pages · 4.1k downloadsDownload
Performance2023-12-15

Optimizing Multimodal AI Under Resource Constraints

Performance and efficiency techniques for multimodal models operating in edge or cost-sensitive environments.

Multimodal AIOptimizationResource ManagementPerformance
34 pages · 2.3k downloadsDownload
Infrastructure2023-11-30

Building Cost-Effective AI Infrastructure for Academic Research

Blueprints for modular, shareable AI infrastructure that supports academic research and collaboration.

Academic ResearchInfrastructureCost OptimizationResource Sharing
28 pages · 1.9k downloadsDownload

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