Contributor Profile
Richard Goodman
Richard Goodman is an AgentPMT contributor covering AI agents and autonomous commerce, with 5 articles and 1 paper currently published.
5 articles1 papersLatest publication: Dec 11, 2025
AgentPMT AI ResearchGeminiMCPOpenAI
Recent Articles
Latest reporting and analysis published by Richard Goodman.
Article
When Winning Matters More Than Money: AI Agents Learn the Hard Way
A groundbreaking experiment by AgentPMT reveals why even frontier AI models need guardrails. When OpenAI's o4-mini faced off against Google's Gemini 2.5 Pro in an autonomous trading competition, both destroyed nearly all their capital—not through bad trades, but through an obsession with attacking each other.
Dec 11, 2025Read more →
Article
Dynamic MCP: The Hub-and-Spoke Solution to AI Agent Tool Sprawl
Don't let your agent get overwhelmed by MCP servers. How AgentPMT is solving the "centipede architecture" problem plaguing agentic workflows.
Dec 14, 2025Read more →
Article
The Evolution of MCP - Standardization and Dynamic Connection
Two and a half million years ago, our ancestors began chipping stones into cutting tools. This wasn't just a technological achievement—it was a cognitive one. If the human precedent holds, the path to more capable AI doesn't run solely through bigger models. It runs through better tools.
Dec 14, 2025Read more →
Article
The Intelligence Is Already Here. The Infrastructure Isn't
Most AI projects fail not because the models lack intelligence, but because they are deployed into fragmented environments where they cannot easily connect to workflows or retain context across various tools.
Dec 14, 2025Read more →
Article
Are AI Agents Ready For Money?
The uncomfortable truth about what happens when frontier AI models get unrestricted access to capital
Dec 15, 2025Read more →
Recent Papers
Research and longer-form work published by Richard Goodman.
