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PilotREF · RSA-12

Research Agents

Autonomous agents that monitor academic publication feeds and generate tailored intelligence briefings based on specific researcher profiles.

Why this matters

Researchers drown in a firehose of new papers. Agents triage what matters and present it in a structured briefing rather than a raw feed.

Features

  • Automated literature monitoring across feeds
  • Profile-based relevance filtering
  • Structured briefing generation
Discuss a Pilot

Outcomes

  • Daily / weekly digests per profile
  • Cited, linked, deduplicated sources
  • Lower time-to-awareness for new work
Reference architecture
INGESTRETRIEVEREASONVERIFYDELIVERSourcesCURATED · PERMISSIONEDIndexEMBEDDINGS · BM25ModelGUARDED INFERENCEEvalCITATIONS · CONSTRAINTSSurfaceAUDIT-READY OUTPUTFEEDBACK · HARDEN