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Release scaffold Scientific AI · AI calculation verification, formula audit, and proof-carrying computation

aifirstcalculation.com

AI First Calculation

Give users a calculation agent that verifies the path to the answer, checks units and assumptions, audits formulas, explains uncertainty, and exports a reproducible calculation record.

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Proof

A verification agent that parses equations, spreadsheet formulas, units, and assumptions; reconstructs the calculation path; tests edge cases; compares alternative methods; flags inconsistencies; and produces a proof-style explanation with an audit artifact.

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agentic-business://aifirstcalculation.com/persona
The offer

What this business does

AI First Calculation helps students and adjacent buyers give users a calculation agent that verifies the path to the answer, checks units and assumptions, audits formulas, explains uncertainty, and exports a reproducible calculation record.. It matters because people do not just need a number; they need to know whether the formula, units, assumptions, references, and edge cases are correct. Generic AI can produce confident math, while spreadsheets can hide errors in plain sight.

Best first use

An analyst uploads a pricing spreadsheet and the agent finds a broken reference, inconsistent margin formula, missing unit conversion, and a sensitivity range that changes the final recommendation.

Release contents

What the pack specifies

The release manifest names the public shelf; present counts only include generated files verified inside this pack.

No generated public assets are present. The items below are specifications, not delivered files.

  • Public pages 10 specified · 0 present
  • Interactive experiences 1 specified · 0 present
Build truth

Release scaffold

The release scaffold is present and contains no generated files.

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0
Release files
0
Verified live
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Agent remit

Designed responsibilities

  • calculation input
  • formula parser
  • spreadsheet upload
  • unit checker
  • assumption table
  • step-by-step derivation
  • sensitivity test
  • edge-case runner
  • error highlighter
  • alternate-method comparison
  • tutor mode
  • audit export
  • version history
  • approval workflow
Next action

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The page is a source-backed brief. Runtime pairing and any commercial language remain separate decisions.

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