TopoPilot: Reliable Conversational Workflow Automation for Topological Data Analysis and Visualization
cs.HC, cs.AI, cs.GR, cs.LG
Submitted: 2026-03-26
Updated: 2026-10-09
Code: https://github.com/pybind/pybind11
Terminology
Sources
- Current state of LLM Risks and AI Guardrails
- A Composable Agentic System for Automated Visual Data Reporting
- A Generative AI System for Biomedical Data Discovery with Grammar-Based Visualizations
- ToolGate: Contract-Grounded and Verified Tool Execution for LLMs
- The Six Sigma Agent: Achieving Enterprise-Grade Reliability in LLM Systems Through Consensus-Driven Decomposed Execution
- Automated Visualization Code Synthesis via Multi-Path Reasoning and Feedback-Driven Optimization
- Measuring and Reducing LLM Hallucination without Gold-Standard Answers
- Reliable agent engineering should integrate machine-compatible organizational principles
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