Scientific Literature The Substrate Participant Problem: Why Legacy Third-Party Security Programs Cannot Govern the AI/API/MCP Era
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>_ Error: All G0DM0D3 CLASSIC combos failed and All Parseltongue variants were refused or failed.
This issue details attempts to bypass or manipulate an AI core's 'Godmode classic' and 'Parseltongue' features, triggering internal security protocols. The detailed error explanation, attributed to...
Safety policy for constraining meta-agent modifications
This issue and its discussion address critical safety and control challenges for `HyperAgents`, self-improving AI systems. The initial proposal outlines a static safety policy pack to constrain met...
mcp codex连不上的情况
This issue exposes critical interoperability and compatibility failures within ARIS's multi-LLM agent framework. Users are encountering 400 errors due to unsupported model configurations (e.g., `gp...
设置多agent和多路由后,api的key请求的时候似乎没有正常挂载,导致一直报401
Users are encountering 401 (Unauthorized) errors when configuring `inkos` with custom LLM providers and multiple agents/routes, despite `inkos.json` showing correct API key configurations. The issu...
Address Snyk and Socket security audit findings in skill docs
Security audits by Snyk and Socket identified critical vulnerabilities in the 'codebase-to-course' skill, including risky credential handling, third-party content exposure from arbitrary repo intak...
Frequently Asked Questions (FAQ)
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What is the core focus of the research titled 'The Substrate Participant Problem: Why Legacy Third-Party Security Programs Cannot Govern the AI/API/MCP Era'?
This literature focuses on: Legacy third-party security programs were designed for a specific threat model: a vendor receives a defined data export, processes it in a bounded environment, and the risk is scoped to what the organization chose to share. The assessment asks whe...
Are there open-source GitHub repositories related to The Substrate Participant Problem: Why Legacy Third-Party Security Programs Cannot Govern the AI/API/MCP Era?
Yes, open-source projects like DanMcInerney/architect-loop (Claude Fable 5 as architect, GPT-5.5 Codex as builder, the repo as memory - a research-backed Claude Code skill for the cross-vendor agent loop) are actively building upon these concepts.
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Commercial Realization
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GitHubDanMcInerney/architect-loop
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