Each Year AI Technology Compounding = Numbers Behind The Momentum 0 50 100 2017 2018 2019 2020 2021 2022 2023 2024 Includes models from • xAI • Anthropic • Meta • NVIDIA • Mistral • Arc Institute Evolution = Over ~Six Centuries Printing Press – Invented 144024 …Knowledge Distribution – 1993-2021 = Active + Digital Delivery… *The internet is widely agreed to have been ‘publicly released’ in 1993 Developers Over Seven Years Number of Developers, MM 0 3 6 2005 2007 2009 2011 2013 2015 2017 2019 2021 2023 2025 Note: We assume negligible developers in NVIDIA’s ecosystem in 2005 per this text from

2013 108.2 Linux . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2021 108.3 macOS . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2022 minute julia> t1 = DateTime(2018,8,8,16,58,00) 2018-08-08T16:58:00 julia> t2 = DateTime(2021,6,23,10,00,00) 2021-06-23T10:00:00 julia> canonicalize(t2-t1) # creates a CompoundPeriod 149 weeks, 6 days Sebas- tiano Vigna in "Scrambled Linear Pseudorandom Number Generators", ACM Trans. Math. Softw., 2021. Reference implementation is available at https://prng.di.unimi.it Apart from the high speed, Xoshiro

2018 107.9 Point releasing 101 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2021 108 Julia v1.12 Release Notes 2028 108.1 New language features . . . . . . . . . . . . . . . . minute julia> t1 = DateTime(2018,8,8,16,58,00) 2018-08-08T16:58:00 julia> t2 = DateTime(2021,6,23,10,00,00) 2021-06-23T10:00:00 julia> canonicalize(t2-t1) # creates a CompoundPeriod 149 weeks, 6 days Sebas- tiano Vigna in "Scrambled Linear Pseudorandom Number Generators", ACM Trans. Math. Softw., 2021. Reference implementation is available at https://prng.di.unimi.it Apart from the high speed, Xoshiro

minute julia> t1 = DateTime(2018,8,8,16,58,00) 2018-08-08T16:58:00 julia> t2 = DateTime(2021,6,23,10,00,00) 2021-06-23T10:00:00 julia> canonicalize(t2-t1) # creates a CompoundPeriod 149 weeks, 6 days Sebas- tiano Vigna in "Scrambled Linear Pseudorandom Number Generators", ACM Trans. Math. Softw., 2021. Reference implementation is available at https://prng.di.unimi.it Apart from the high speed, Xoshiro Type "?" for help, "]?" for Pkg help. | | | | | | |/ _` | | | | |_| | | | (_| | | Version 1.6.2 (2021-07-14) _/ |\__'_|_|_|\__'_| | Official https://julialang.org release |__/ | 1> getpid() 997825

minute julia> t1 = DateTime(2018,8,8,16,58,00) 2018-08-08T16:58:00 julia> t2 = DateTime(2021,6,23,10,00,00) 2021-06-23T10:00:00 julia> canonicalize(t2-t1) # creates a CompoundPeriod 149 weeks, 6 days Sebas- tiano Vigna in "Scrambled Linear Pseudorandom Number Generators", ACM Trans. Math. Softw., 2021. Reference implementation is available at https://prng.di.unimi.it Apart from the high speed, Xoshiro Type "?" for help, "]?" for Pkg help. | | | | | | |/ _` | | | | |_| | | | (_| | | Version 1.6.2 (2021-07-14) _/ |\__'_|_|_|\__'_| | Official https://julialang.org release |__/ | 1> getpid() 997825

minute julia> t1 = DateTime(2018,8,8,16,58,00) 2018-08-08T16:58:00 julia> t2 = DateTime(2021,6,23,10,00,00) 2021-06-23T10:00:00 julia> canonicalize(t2-t1) # creates a CompoundPeriod 149 weeks, 6 days Sebas- tiano Vigna in "Scrambled Linear Pseudorandom Number Generators", ACM Trans. Math. Softw., 2021. Reference implementation is available at https://prng.di.unimi.it Apart from the high speed, Xoshiro Type "?" for help, "]?" for Pkg help. | | | | | | |/ _` | | | | |_| | | | (_| | | Version 1.6.2 (2021-07-14) _/ |\__'_|_|_|\__'_| | Official https://julialang.org release |__/ | 1> getpid() 997825

minute julia> t1 = DateTime(2018,8,8,16,58,00) 2018-08-08T16:58:00 julia> t2 = DateTime(2021,6,23,10,00,00) 2021-06-23T10:00:00 julia> canonicalize(t2-t1) # creates a CompoundPeriod 149 weeks, 6 days Sebas- tiano Vigna in "Scrambled Linear Pseudorandom Number Generators", ACM Trans. Math. Softw., 2021. Reference implementation is available at http://prng.di.unimi.it Apart from the high speed, Xoshiro Type "?" for help, "]?" for Pkg help. | | | | | | |/ _` | | | | |_| | | | (_| | | Version 1.6.2 (2021-07-14) _/ |\__'_|_|_|\__'_| | Official https://julialang.org/ release |__/ | 1> getpid() 997825

minute julia> t1 = DateTime(2018,8,8,16,58,00) 2018-08-08T16:58:00 julia> t2 = DateTime(2021,6,23,10,00,00) 2021-06-23T10:00:00 julia> canonicalize(t2-t1) # creates a CompoundPeriod 149 weeks, 6 days Sebas- tiano Vigna in "Scrambled Linear Pseudorandom Number Generators", ACM Trans. Math. Softw., 2021. Reference implementation is available at http://prng.di.unimi.it Apart from the high speed, Xoshiro Type "?" for help, "]?" for Pkg help. | | | | | | |/ _` | | | | |_| | | | (_| | | Version 1.6.2 (2021-07-14) _/ |\__'_|_|_|\__'_| | Official https://julialang.org/ release |__/ | 1> getpid() 997825

minute julia> t1 = DateTime(2018,8,8,16,58,00) 2018-08-08T16:58:00 julia> t2 = DateTime(2021,6,23,10,00,00) 2021-06-23T10:00:00 julia> canonicalize(t2-t1) # creates a CompoundPeriod 149 weeks, 6 days Sebas- tiano Vigna in "Scrambled Linear Pseudorandom Number Generators", ACM Trans. Math. Softw., 2021. Reference implementation is available at https://prng.di.unimi.it Apart from the high speed, Xoshiro Type "?" for help, "]?" for Pkg help. | | | | | | |/ _` | | | | |_| | | | (_| | | Version 1.6.2 (2021-07-14) _/ |\__'_|_|_|\__'_| | Official https://julialang.org/ release |__/ | 1> getpid() 997825

minute julia> t1 = DateTime(2018,8,8,16,58,00) 2018-08-08T16:58:00 julia> t2 = DateTime(2021,6,23,10,00,00) 2021-06-23T10:00:00 julia> canonicalize(t2-t1) # creates a CompoundPeriod 149 weeks, 6 days Sebas- tiano Vigna in "Scrambled Linear Pseudorandom Number Generators", ACM Trans. Math. Softw., 2021. Reference implementation is available at https://prng.di.unimi.it Apart from the high speed, Xoshiro Type "?" for help, "]?" for Pkg help. | | | | | | |/ _` | | | | |_| | | | (_| | | Version 1.6.2 (2021-07-14) _/ |\__'_|_|_|\__'_| | Official https://julialang.org/ release |__/ | 1> getpid() 997825