AI coding is getting better at the languages most people have forgotten.
OpenAI just published new results showing major improvements in AI coding for languages like COBOL, Fortran and Visual Basic.
GPT-6 Astra went from 26.8% to 87.4% average test pass rate across 20 programming languages.
Why it matters: critical banking, financial and enterprise systems still rely on legacy code.
The next big AI opportunity might be modernizing the software we already depend on.
Full breakdown 👇
https://t.co/Rc3LMGjUjH
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20 pc shortcuts everyone should know:
Ctrl + S → Save workbook
Ctrl + O → Open a workbook
Ctrl + N → Create a new workbook
Ctrl + B → Bold text
Ctrl + I → Italic text
Ctrl + T → Create an Excel Table
Ctrl + C → Copy
Ctrl + H → Find and Replace
F2 → Edit the active cell
Ctrl + 1 → Open Format Cells
Ctrl + V → Paste
Ctrl + X → Cut
Ctrl + Z → Undo
Ctrl + Y → Redo
Ctrl + P → Print worksheet
Ctrl + F → Find data
Ctrl + A → Select data
Ctrl + U → Underline text
Ctrl + K → Insert hyperlink
Alt + = → AutoSum
If the pc crashes, restarts or you accidentally close the workbook, regularly saving can help prevent losing your latest changes.
Make Ctrl + S a habit!
20 pc shortcuts everyone should know:
Ctrl + S → Save workbook
Ctrl + O → Open a workbook
Ctrl + N → Create a new workbook
Ctrl + B → Bold text
Ctrl + I → Italic text
Ctrl + T → Create an Excel Table
Ctrl + C → Copy
Ctrl + H → Find and Replace
F2 → Edit the active cell
Ctrl + 1 → Open Format Cells
Ctrl + V → Paste
Ctrl + X → Cut
Ctrl + Z → Undo
Ctrl + Y → Redo
Ctrl + P → Print worksheet
Ctrl + F → Find data
Ctrl + A → Select data
Ctrl + U → Underline text
Ctrl + K → Insert hyperlink
Alt + = → AutoSum
If the pc crashes, restarts or you accidentally close the workbook, regularly saving can help prevent losing your latest changes.
Make Ctrl + S a habit!
AI coding is getting better at the languages most people have forgotten.
OpenAI just published new results showing major improvements in AI coding for languages like COBOL, Fortran and Visual Basic.
GPT-6 Astra went from 26.8% to 87.4% average test pass rate across 20 programming languages.
Why it matters: critical banking, financial and enterprise systems still rely on legacy code.
The next big AI opportunity might be modernizing the software we already depend on.
Full breakdown 👇
https://t.co/Rc3LMGjUjH
WHAT COMES NEXT?
Better AI support for legacy languages could help developers understand unfamiliar code, fix bugs and modernize older systems.
Human review and rigorous testing will still be essential, especially in banking and other critical infrastructure.
The bigger question: how much legacy software can AI help modernize safely?
AI coding is getting better at the languages most people have forgotten.
OpenAI just published new results showing major improvements in AI coding for languages like COBOL, Fortran and Visual Basic.
GPT-6 Astra went from 26.8% to 87.4% average test pass rate across 20 programming languages.
Why it matters: critical banking, financial and enterprise systems still rely on legacy code.
The next big AI opportunity might be modernizing the software we already depend on.
Full breakdown 👇
https://t.co/Rc3LMGjUjH
WHY PRESERVING BEHAVIOR MATTERS
Legacy software often contains business rules that aren't documented anywhere else.
Even a seemingly harmless change to rounding, missing records or transaction logic can cause serious problems.
Translating code is one thing. Preserving exactly what it does is another.
COBOL MIGRATION
OpenAI also tested whether models could translate existing COBOL programs into languages such as Python, Java, C++, Kotlin and Rust while preserving their behavior.
GPT-6.1 Sol achieved 86.6% accuracy at low reasoning effort and 97.9% at higher effort on this evaluation.
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