Ambiguity Collapse by LLMs: A Taxonomy of Epistemic Risks
Ambiguity Collapse by LLMs: A Taxonomy of Epistemic Risks explores Develop taxonomies and frameworks to mitigate epistemic risks of ambiguity collapse in LLMs.. Commercial viability score: 2/10 in AI Ethics.
BUILDER'S SANDBOX
Build This Paper
Use an AI coding agent to implement this research.
OpenAI CodexAI Agent
Lightweight coding agent in your terminal.
Claude CodeAI Agent
Agentic coding tool for terminal workflows.
AntiGravity IDEScaffolding
AI agent mindset installer and workflow scaffolder.
CursorIDE
AI-first code editor built on VS Code.
VS CodeIDE
Free, open-source editor by Microsoft.
Recommended Stack
Startup Essentials
Estimated $9K - $13K over 6-10 weeks.
See exactly what it costs to build this -- with 3 comparable funded startups.
7-day free trial. Cancel anytime.
Discover the researchers behind this paper and find similar experts.
7-day free trial. Cancel anytime.
Related Papers
- Prior WorkMind the (DH) Gap! A Contrast in Risky Choices Between Reasoning and Conversational LLMsViability: 2.0
- Prior WorkBeyond Refusal: Probing the Limits of Agentic Self-Correction for Semantic Sensitive InformationViability: 2.0
- Prior WorkAI Knows What's Wrong But Cannot Fix It: Helicoid Dynamics in Frontier LLMs Under High-Stakes DecisionsViability: 2.0
- Prior WorkAre Dilemmas and Conflicts in LLM Alignment Solvable? A View from Priority GraphViability: 2.0
- Prior WorkWhen Stability Fails: Hidden Failure Modes Of LLMS in Data-Constrained Scientific Decision-Making