@NielsRogge introduces a Papers with Code MCP server and quotes what Claude Code returned when asked to research Jev’s architecture with search_papers: a guess that it could be a large schema-conditioned bidirectional encoder with parallel label heads, trained with a proper scoring-rule RL objective. That description is the tool’s output, not a TypeSafe spec.

Niels Rogge (@NielsRogge) published this on 2026-09-17. @NielsRogge introduces a Papers with Code MCP server and quotes what Claude Code returned when asked to research Jev’s architecture with search_papers: a guess that it could be a large schema-conditioned bidirectional encoder with parallel label heads, trained with a proper scoring-rule RL objective. That description is the tool’s output, not a TypeSafe spec. Introducing the Papers with Code MCP server! To celebrate its release, I've asked Claude Code to research the architecture of Jev by @typesafeai using the `search_papers` tool. How Jev or TypeSafe is used, in the post's own words: “To celebrate its release, I've asked Claude Code to research the architecture of Jev by @typesafeai using the `search_papers` tool.” The post does not name a separate audience. It is for people reading what @NielsRogge shows here (it includes media).