Bridging the Arithmetic Gap: The Cognitive Complexity Benchmark and Financial-PoT for Robust Financial Reasoning
Bridging the Arithmetic Gap: The Cognitive Complexity Benchmark and Financial-PoT for Robust Financial Reasoning explores Enhancing financial reasoning accuracy with a novel framework that reduces cognitive complexity in AI models.. Commercial viability score: 5/10 in Financial AI.
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
- Builds On ThisBrainBench: Exposing the Commonsense Reasoning Gap in Large Language ModelsViability: 4.0
- Builds On ThisSciTaRC: Benchmarking QA on Scientific Tabular Data that Requires Language Reasoning and Complex ComputationViability: 4.0
- Prior WorkWhen Shallow Wins: Silent Failures and the Depth-Accuracy Paradox in Latent ReasoningViability: 5.0
- Higher ViabilityEvaluating Financial Intelligence in Large Language Models: Benchmarking SuperInvesting AI with LLM EnginesViability: 7.0
- Higher ViabilityFinSheet-Bench: From Simple Lookups to Complex Reasoning, Where LLMs Break on Financial Spreadsheets