Papers
Browse research papers and whitepapers

Identifying Agents As They Navigate The Web
Why current agent authentication approaches fall short and how AgentAddress provides cryptographic identity that actually works—universal, signature-based, and decentralized.

Agent Trading Match: AI Agents Ignore Their Own Objectives
Gemini and OpenAI's o4-mini face off in a head to head Forex trading competition.
Research for teams deploying agent infrastructure
AgentPMT papers focus on the operational details behind agentic commerce: identity, payment authorization, tool governance, observability, and the safety controls required when autonomous software acts on behalf of a business. The collection is designed for builders, operators, finance teams, and technical leaders who need practical research they can turn into implementation decisions.
Each paper expands on a platform problem that shows up once agents leave demos and start interacting with real tools, budgets, and customers. Use these resources to evaluate how agents should prove who they are, how agent wallets should be scoped, how MCP tools should be packaged and audited, and how organizations can keep human approval, billing, and incident response clear as workflows become more autonomous.
The library will continue to grow as AgentPMT publishes field notes, technical whitepapers, and architecture guides from production agent deployments. If you are planning a rollout, start here for durable concepts before moving into marketplace tools, workflow templates, and implementation support. The goal is to make the research useful before, during, and after an agent launch.
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