Agents Need Receipts, Not More Tool Calls - Armanas Povilionis, Alithea Bio

Summary

The main theme is enabling collaborative, repeatable, and trustworthy scientific research through agentic automation. Key subjects include immuno-oncology, immunopeptidomics, and the need for a verifiable chain of receipts to manage distributed data and resources. The practical takeaway is that to scale agentic automation for complex life sciences work, beyond just providing more tools, a solution is needed to track and verify every step in the process to ensure consistency and reliability.