Sif Almaghrabi

[4] ai.viXra.org:2603.0024 submitted on 2026-03-04 22:07:32 , (96 unique-IP downloads)

Emergent Threshold Phenomena in Branching Reasoning Search Under Compute Constraints: A Simulation Study

Authors: Sif Almaghrabi
Category: Artificial Intelligence

[3] ai.viXra.org:2603.0005 submitted on 2026-03-02 12:07:48 , (171 unique-IP downloads)

Inference-Time Compute as a Strategic Resource: A Structured Quantitative Synthesis of Test-Time Scaling, Cost Curves, and Performance Elasticity in Frontier LLMs

Authors: Sif Almaghrabi
Category: Artificial Intelligence

[2] ai.viXra.org:2602.0128 submitted on 2026-02-28 03:00:54 , (141 unique-IP downloads)

Context Length as Implicit Inductive Bias in Large Language Models: A Structured Review and Formal Synthesis

Authors: Sif Almaghrabi
Category: Artificial Intelligence

[1] ai.viXra.org:2602.0122 submitted on 2026-02-26 10:02:56 , (253 unique-IP downloads)

Reasoning Trace Length and Accuracy in Large Language Models: A Structured Meta-Analysis of Published Benchmarks

Authors: Sif Almaghrabi
Category: Artificial Intelligence