DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining
DatedGPT: Preventing Lookahead Bias in Large Language Models with Time-Aware Pretraining explores DatedGPT offers a solution to lookahead bias in financial forecasting by using time-aware pretraining of large language models.. Commercial viability score: 8/10 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 ThisTemporal Text Classification with Large Language ModelsViability: 3.0
- Builds On ThisCan Small Models Reason About Legal Documents? A Comparative StudyViability: 7.0
- Builds On ThisPrescriptive Scaling Reveals the Evolution of Language Model CapabilitiesViability: 5.0
- Builds On ThisPersona-Conditioned Risk Behavior in Large Language Models: A Simulated Gambling Study with GPT-4.1Viability: 2.0
- Builds On ThisAre Large Language Models Truly Smarter Than Humans?Viability: 4.0