added more AI Questions to the repo

rcallaby · rcallaby · commit bde103cf9338 · 2026-05-11T15:49:43.000-05:00
diff --git a/Artificial-Intelligence/AI-Question07.md b/Artificial-Intelligence/AI-Question07.md
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+# AI-Question07 - How does Single Instruction, Multiple Data (SIMD) support in .NET (via Vector<T>) impact the execution speed of custom embedding calculations?
diff --git a/Artificial-Intelligence/AI-Question08.md b/Artificial-Intelligence/AI-Question08.md
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+# AI-Question08 - Describe the process of exporting a model from PyTorch/TensorFlow to ONNX and consuming it in C#. Why is ONNX often preferred for cross-platform C# AI deployments?
diff --git a/Artificial-Intelligence/AI-Question09.md b/Artificial-Intelligence/AI-Question09.md
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+# AI-Question09 - Why is the use of Span<T> and Memory<T> critical when processing high-frequency sensor data for a real-time ML model in C#?
diff --git a/Artificial-Intelligence/AI-Question10.md b/Artificial-Intelligence/AI-Question10.md
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+# AI-Question10 - How does "Native Ahead-of-Time" (AOT) compilation in .NET 8/9 benefit AI "Edge" applications? What are the trade-offs regarding reflection-heavy ML libraries?
diff --git a/Artificial-Intelligence/AI-Question11.md b/Artificial-Intelligence/AI-Question11.md
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+# AI-Question11 - If you are building a RAG (Retrieval-Augmented Generation) system in C#, how would you use System.Numerics to implement a local fallback for vector distance calculation?
diff --git a/Artificial-Intelligence/AI-Question12.md b/Artificial-Intelligence/AI-Question12.md
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+# AI-Question12 - Explain how a C# developer might handle a 4-bit or 8-bit quantized model using the ONNX Runtime. What happens to precision vs. memory footprint?

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	`1`	`+# AI-Question07 - How does Single Instruction, Multiple Data (SIMD) support in .NET (via Vector<T>) impact the execution speed of custom embedding calculations?`
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	`1`	`+# AI-Question08 - Describe the process of exporting a model from PyTorch/TensorFlow to ONNX and consuming it in C#. Why is ONNX often preferred for cross-platform C# AI deployments?`
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	`1`	`+# AI-Question09 - Why is the use of Span<T> and Memory<T> critical when processing high-frequency sensor data for a real-time ML model in C#?`
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`@@ -0,0 +1 @@`
	`1`	`+# AI-Question10 - How does "Native Ahead-of-Time" (AOT) compilation in .NET 8/9 benefit AI "Edge" applications? What are the trade-offs regarding reflection-heavy ML libraries?`
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`@@ -0,0 +1 @@`
	`1`	`+# AI-Question11 - If you are building a RAG (Retrieval-Augmented Generation) system in C#, how would you use System.Numerics to implement a local fallback for vector distance calculation?`
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`@@ -0,0 +1 @@`
	`1`	`+# AI-Question12 - Explain how a C# developer might handle a 4-bit or 8-bit quantized model using the ONNX Runtime. What happens to precision vs. memory footprint?`