Self-improving financial extraction using the autoresearch pattern.
0.734
COMPOSITE SCORE
5
AUTO EXPERIMENTS
+1.45%
SELF-IMPROVEMENT
INDUSTRIES
Finance · Regulatory Reporting · Audit
§ ARCHITECTURE
How it fits together.
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SYSTEM OVERVIEW
3-agent pipeline (Extractor, Analyst, Synthesizer) with an outer optimizer loop that writes and evaluates its own experiments against XBRL ground truth across 13 companies and 6 sectors.
FOR YOU
You want an AI system that autonomously improves itself through iterative experimentation.
§ CAPABILITIES
Autonomous optimization01
Multi-agent pipelines02
Ground-truth evaluation03
Composite scoring04
§ IN DETAIL
a.
Outer optimizer loop writes and evaluates experiments autonomously