How Model Context Protocol works, how it compares with APIs and OpenAPI, and when to adopt it. Analysis and commentary from Lazarus Systems.
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the laboratory.
Notes on models, data and the decisions behind AI systems.
05 / ARTICLESWhat industry leaders signed after the White House meeting, what the separate executive order changes and what evidence buyers should request from AI providers.
Read the articleArtificial Analysis results, Anthropic pricing and API changes. Lazarus Systems on choosing settings and assessing the cost of an AI agent’s work.
Read the articleHow to read the Artificial Analysis results and design a trial that accounts for costs, errors and the work of reviewing an agent’s answers.
Read the articleA practical guide to the Qwen family: choosing a checkpoint, budgeting memory and testing local inference on your own hardware.
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