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AI agents are consuming tokens at nearly 5 times the human rate, with usage exploding 14X since February, which may reduce the ability of routers like OpenRouter to leverage competition among model providers due to caching and task continuity.
This paper introduces a novel audit protocol using Private Information Retrieval to make audits manipulation-proof, forcing deceptive model providers to falsify more responses and increasing detection likelihood, with theoretical guarantees and experimental validation.
Agent Go SDK is an open-source Go framework for building configurable AI agents with support for multiple model providers, memory backends, tools, MCP connections, and declarative YAML configuration.
GitHub Copilot app now supports bring your own key (BYOK), enabling users to connect their own model providers (OpenAI, Azure, Anthropic, local models via Ollama/LM Studio, and OpenAI-compatible endpoints) and choose which model per session, while keys are stored locally.
Vasuman shares findings from Varick customers showing increasing caution in AI spending and the need for agnostic transformation layers when working with model providers.