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Powered by MacLustr
AutoScholar is the research startup. MacLustr is its compute infrastructure: a private cluster of Apple Silicon Macs operated as a research compute fabric, with a control plane that schedules work, isolates each study and records what happened.
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We credit MacLustr on every paper and describe its design honestly. We do not publish node names, addresses, capacities beyond what is measured, customer information or network topology. Claims about hardware or performance are limited to what the current inventory and measurements support.
Research runs use the Claude Agent SDK with API-key authentication. The platform records model identifiers, token usage and cost estimates per stage; these appear in each paper’s provenance panel where disclosure is appropriate.