What does this research mean for the field?

The proposed function grows faster with each step with minimal assistance from AI. Novelty: ClaimNovelty.NOVEL_FINDING. Consensus alignment: ConsensusAlignment.NEUTRAL.

What question did this study set out to answer?

To explore how certain functions can achieve rapid growth with limited assistance from AI.

February 19, 2026Open Access

Fast growing functions

Key Points

To explore how certain functions can achieve rapid growth with limited assistance from AI.
Analysis of function characteristics
Comparison of growth rates across different functions
Assessment of AI's minimal role in the growth process
Identified functions that grow exponentially with fewer steps
Showed that minimal AI involvement still yielded significant improvements in growth rate
Demonstrated that computational efficiency can be enhanced without extensive AI resources

Abstract

This shows a function that grows faster with each step minimal help from AI

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Cite This Study

Ramanan SP (Tue,) studied this question.

synapsesocial.com/papers/6996a8efecb39a600b3f02c7 https://doi.org/https://doi.org/10.5281/zenodo.18673215

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5Agentic Compute Criticality: A Proof-of-Concept Framework for Measuring Branching-Process Amplification in Recursive LLM Inference2026

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