from Get-Go = Growth We Have Not Seen Likes of Before 7 Leading USA-Based LLM App Users by Region Note: Region definitions per World Bank definitions. China not included in East Asia figures. Data for realize that AI has now integrated into everything. And in fact, we need AI everywhere. And every region, every industry, every country, every company, all needs AI. AI [is] now part of infrastructure Electricity Guzzlers128 Data Center Electricity Consumption by Region = USA Leads, per IEA Data Center Electricity Consumption by Region – 2005-2024, per IEA Source: International Energy Agency (IEA)

discussion see Asynchronous Programming.Chapter 11 Scope of Variables The scope of a variable is the region of code within which a variable is accessible. Variable scoping helps avoid variable naming conflicts This macro is affixed in front of a for loop to indicate to Julia that the loop is a multi-threaded region: julia> Threads.@threads for i = 1:10 a[i] = Threads.threadid() endCHAPTER 25. MULTI-THREADING jl_gc_enable_finalizers C function to prevent finalizers from being scheduled inside a critical region. Internally, this is used inside some func- tions (such as our C locks) to prevent recursion when

discussion see Asynchronous Programming.Chapter 11 Scope of Variables The scope of a variable is the region of code within which a variable is accessible. Variable scoping helps avoid variable naming conflicts This macro is affixed in front of a for loop to indicate to Julia that the loop is a multi-threaded region:CHAPTER 25. MULTI-THREADING 325 julia> Threads.@threads for i = 1:10 a[i] = Threads.threadid() jl_gc_enable_finalizers C function to prevent finalizers from being scheduled inside a critical region. Internally, this is used inside some func- tions (such as our C locks) to prevent recursion when

discussion see Asynchronous Programming.Chapter 11 Scope of Variables The scope of a variable is the region of code within which a variable is accessible. Variable scoping helps avoid variable naming conflicts This macro is affixed in front of a for loop to indicate to Julia that the loop is a multi-threaded region: julia> Threads.@threads for i = 1:10 a[i] = Threads.threadid() endCHAPTER 25. MULTI-THREADING jl_gc_enable_finalizers C function to prevent finalizers from being scheduled inside a critical region. Internally, this is used inside some func- tions (such as our C locks) to prevent recursion when

discussion see Asynchronous Programming.Chapter 11 Scope of Variables The scope of a variable is the region of code within which a variable is accessible. Variable scoping helps avoid variable naming conflicts This macro is affixed in front of a for loop to indicate to Julia that the loop is a multi-threaded region: julia> Threads.@threads for i = 1:10 a[i] = Threads.threadid() endCHAPTER 25. MULTI-THREADING jl_gc_enable_finalizers C function to prevent finalizers from being scheduled inside a critical region. Internally, this is used inside some func- tions (such as our C locks) to prevent recursion when

discussion see Asynchronous Programming.Chapter 11 Scope of Variables The scope of a variable is the region of code within which a variable is accessible. Variable scoping helps avoid variable naming conflicts This macro is affixed in front of a for loop to indicate to Julia that the loop is a multi-threaded region: julia> Threads.@threads for i = 1:10 a[i] = Threads.threadid() endCHAPTER 25. MULTI-THREADING jl_gc_enable_finalizers C function to prevent finalizers from being scheduled inside a critical region. Internally, this is used inside some func- tions (such as our C locks) to prevent recursion when

discussion see Asynchronous Programming.Chapter 11 Scope of Variables The scope of a variable is the region of code within which a variable is accessible. Variable scoping helps avoid variable naming conflicts This macro is affixed in front of a for loop to indicate to Julia that the loop is a multi-threaded region: julia> Threads.@threads for i = 1:10 a[i] = Threads.threadid() end The iteration space is split jl_gc_enable_finalizers C function to prevent finalizers from being scheduled inside a critical region. Internally, this is used inside some func- tions (such as our C locks) to prevent recursion when

discussion see Asynchronous Programming.Chapter 11 Scope of Variables The scope of a variable is the region of code within which a variable is accessible. Variable scoping helps avoid variable naming conflicts This macro is affixed in front of a for loop to indicate to Julia that the loop is a multi-threaded region: julia> Threads.@threads for i = 1:10 a[i] = Threads.threadid() end The iteration space is split jl_gc_enable_finalizers C function to prevent finalizers from being scheduled inside a critical region. Internally, this is used inside some func- tions (such as our C locks) to prevent recursion when

discussion see Asynchronous Programming.Chapter 11 Scope of Variables The scope of a variable is the region of code within which a variable is accessible. Variable scoping helps avoid variable naming conflicts This macro is affixed in front of a for loop to indicate to Julia that the loop is a multi-threaded region: julia> Threads.@threads for i = 1:10 a[i] = Threads.threadid() end The iteration space is split jl_gc_enable_finalizers C function to prevent finalizers from being scheduled inside a critical region. Internally, this is used inside some func- tions (such as our C locks) to prevent recursion when

discussion see Asynchronous Programming.Chapter 10 Scope of Variables The scope of a variable is the region of code within which a variable is accessible. Variable scoping helps avoid variable naming conflicts This macro is affixed in front of a for loop to indicate to Julia that the loop is a multi-threaded region: julia> Threads.@threads for i = 1:10 a[i] = Threads.threadid() end The iteration space is split jl_gc_enable_finalizers C function to prevent finalizers from being scheduled inside a critical region. Internally, this is used inside some func- tions (such as our C locks) to prevent recursion when