AI Will Likely Do in Ten Years, per ChatGPT Source: ChatGPT (5/15/25) AI = Circa 2035?36 AI Development Trending = Unprecedented37 Machine-Learning Model* Trending = In 2015... Industry Surpassed Academia Models by Sector – 2003-2024, per Stanford HAI Annual New Notable Machine-Learning Models AI Development Trending = Unprecedented38 AI Developer Growth (NVIDIA Ecosystem as Proxy) = +6x to 6MM Developers to reach 2 million.’ Source: NVIDIA blog posts, press releases, & company overviews +6x AI Development Trending = Unprecedented Global Developers in NVIDIA Ecosystem (MM) – 2005-2025, Per NVIDIA39

actionable insights—instantly. Faster Time to Value: Faster decisions, actions, and innovation, higher efficiency, cost savings, and revenue growth powered by data-driven intelligence. For example: FMCG & Manufacturing performance, and warehouse operations to optimize delivery times, reduce costs, and improve supply chain efficiency. Retail companies need real-time inventory tracking, personalized customer experiences, and demand information, enhancing discoverability, accelerating decision-making, and improving operational efficiency. AI acts as the intelligence layer, optimizing both search and analytics by making them faster

because of a strong focus on performance from the inception of the project, Julia's computational efficiency exceeds that of other dynamic languages, and even rivals that of statically-compiled languages Advantages of Julia Julia aims to create an unprecedented combination of ease-of-use, power, and efficiency in a single lan- guage. In addition to the above, some advantages of Julia over comparable systems and cos loops cannot be merged because of the intervening sort function. Finally, the maximum efficiency is typically achieved when the output array of a vectorized operation is pre-allocated, so that

because of a strong focus on performance from the inception of the project, Julia's computational efficiency exceeds that of other dynamic languages, and even rivals that of statically-compiled languages Advantages of Julia Julia aims to create an unprecedented combination of ease-of-use, power, and efficiency in a single lan- guage. In addition to the above, some advantages of Julia over comparable systems and cos loops cannot be merged because of the intervening sort function. Finally, the maximum efficiency is typically achieved when the output array of a vectorized operation is pre-allocated, so that

because of a strong focus on performance from the inception of the project, Julia's computational efficiency exceedsCHAPTER 1. JULIA 1.11 DOCUMENTATION 4 that of other dynamic languages, and even rivals Advantages of Julia Julia aims to create an unprecedented combination of ease-of-use, power, and efficiency in a single lan- guage. In addition to the above, some advantages of Julia over comparable systems and cos loops cannot be merged because of the intervening sort function. Finally, the maximum efficiency is typically achieved when the output array of a vectorized operation is pre-allocated, so that

because of a strong focus on performance from the inception of the project, Julia's computational efficiency exceedsCHAPTER 1. JULIA 1.11 DOCUMENTATION 4 that of other dynamic languages, and even rivals Advantages of Julia Julia aims to create an unprecedented combination of ease-of-use, power, and efficiency in a single lan- guage. In addition to the above, some advantages of Julia over comparable systems and cos loops cannot be merged because of the intervening sort function. Finally, the maximum efficiency is typically achieved when the output array of a vectorized operation is pre-allocated, so that

because of a strong focus on performance from the inception of the project, Julia's computational efficiency exceedsCHAPTER 1. JULIA 1.11 DOCUMENTATION 4 that of other dynamic languages, and even rivals Advantages of Julia Julia aims to create an unprecedented combination of ease-of-use, power, and efficiency in a single lan- guage. In addition to the above, some advantages of Julia over comparable systems and cos loops cannot be merged because of the intervening sort function. Finally, the maximum efficiency is typically achieved when the output array of a vectorized operation is pre-allocated, so that

documentation for Julia 1.13-DEV. Work in progress! This documentation is for an unreleased, in-development, version of Julia. Please read the release notes to see what has changed since the last release because of a strong focus on performance from the inception of the project, Julia's computational efficiency exceeds that of other dynamic languages, and even rivals that of statically-compiled languages Advantages of Julia Julia aims to create an unprecedented combination of ease-of-use, power, and efficiency in a single lan- guage. In addition to the above, some advantages of Julia over comparable systems

documentation for Julia 1.12-rc1. Work in progress! This documentation is for an unreleased, in-development, version of Julia. Please read the release notes to see what has changed since the last release because of a strong focus on performance from the inception of the project, Julia's computational efficiency exceeds that of other dynamic languages, and even rivals that of statically-compiled languages Advantages of Julia Julia aims to create an unprecedented combination of ease-of-use, power, and efficiency in a single lan- guage. In addition to the above, some advantages of Julia over comparable systems

documentation for Julia 1.12-beta4. Work in progress! This documentation is for an unreleased, in-development, version of Julia. Please read the release notes to see what has changed since the last release because of a strong focus on performance from the inception of the project, Julia's computational efficiency exceeds that of other dynamic languages, and even rivals that of statically-compiled languages Advantages of Julia Julia aims to create an unprecedented combination of ease-of-use, power, and efficiency in a single lan- guage. In addition to the above, some advantages of Julia over comparable systems