14 citations · 21 across the 8 of their papers we have counts for
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cs.AI2026
HTN Planning as a Coordination Layer for Multi-Server MCP Tool Orchestration
Eliott Jacopin, Éric Jacopin, Koichi Takahashi
The Model Context Protocol (MCP) isolates servers by design: only the host can orchestrate cross-server workflows. When the host is a large language model, the resulting orchestrat…
cs.SE2026
Co-Located Tests, Better AI Code: How Test Syntax Structure Affects Foundation Model Code Generation
Éric Jacopin
AI coding assistants increasingly generate code alongside tests. How developers structure test code, whether inline with the implementation or in separate blocks, has traditionally…
cs.LG2026
What Is the Minimum Architecture for Prolepsis? Early Irrevocable Commitment Across Tasks in Small Transformers
Éric Jacopin
When do transformers commit to a decision, and what prevents them from correcting it? We introduce prolepsis: a transformer commits early, task-specific attention heads sustain the…