SAMOSA

SAMOSA is a web application that checks steps in matrix algebra, stochastics, and algebra derivations.

SAMOSA is a step auditor designed for matrix algebra, stochastics, and algebra. It checks every step of a matrix derivation exactly over finite fields and provides a two-by-two counterexample and a fix. The tool operates directly in the browser. It relies on mathematical verification rather than artificial intelligence to generate its verdicts. The platform targets students, researchers, and mathematicians who need rigorous validation for algebraic derivations.

SAMOSA at a glance

Best for: Software engineer, Student
Runs on: Web
Pricing: Free
Released: October 2026
Category: AI coding tool
Website: samosa-math.vercel.app

Key features

Checks matrix derivation steps
Audits stochastics and algebra
Works over finite fields
Generates two-by-two counterexamples
Provides mathematical fixes
Operates without artificial intelligence

Use it for

Auditing matrix derivations
Finding mathematical counterexamples
Verifying algebra steps

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