Aussie AI

AI Books Overview

  • new books by David Spuler, Ph.D.

New Book on AI Intelligence Theory



The Sweetest Lesson: Your Brain Versus AI The Sweetest Lesson: Your Brain Versus AI: new book on AI intelligence theory:
  • Your brain is 50 times bigger than the best AI engines.
  • Truly intelligent AI will require more compute!
  • Another case of the bitter lesson?
  • Maybe it's the opposite of that: the sweetest lesson.

Get your copy from Amazon: The Sweetest Lesson

Optimizing Your RAG Applications



RAG Optimization RAG Optimization: Accurate and Efficient LLM Applications: new book on RAG architectures:
  • Smarter RAG
  • Faster RAG
  • Cheaper RAG
  • Agentic RAG
  • RAG reasoning

Get your copy from Amazon: RAG Optimization

Generative AI Applications Book



Generative AI in C++ The new Generative AI Applications book by Aussie AI co-founders:
  • Deciding on your AI project
  • Planning for success and safety
  • Designs and LLM architectures
  • Expediting development
  • Implementation and deployment

Get your copy from Amazon: Generative AI Applications

Generative AI in C++ Book

Generative AI in C++: Coding Transformers and LLMs is a new book by David Spuler on programming Transformers and LLMs in C++. The primary audience is intermediate and advanced C++ programmers who want to get up to speed on AI development. For the business executive, the book also contains detailed coverage of AI project planning topics for enterprises implementing a new GenAI project. Available now from Amazon: Generative AI in C++.

Full text online free: The full text of Generative AI in C++:

Generative AI in C++ Book



Generative AI in C++ The new Generative AI programming book by Aussie AI co-founders:
  • Generative AI coding in C++
  • Transformer engine speedups
  • LLM models
  • Phone and desktop AI
  • Code examples
  • Research citations

Get your copy from Amazon: Generative AI in C++

CUDA C++ Optimization Book

CUDA C++ Optimization: Coding Faster GPU Kernels, by David Spuler, Octoboer 2024, available from Amazon in ebook and print: CUDA C++ Optimization.

CUDA C++ Optimization The new CUDA C++ Optimization book:
  • Faster CUDA C++ kernels
  • Optimization tools & techniques
  • Compute optimization
  • Memory optimization

Get your copy from Amazon: CUDA C++ Optimization

CUDA C++ Debugging Book



CUDA C++ Optimization The new CUDA C++ Debugging book:
  • Debugging CUDA C++ kernels
  • Tools & techniques
  • Self-testing & reliability
  • Common GPU kernel bugs

Get your copy from Amazon: CUDA C++ Debugging

Advanced C++ Programming Books



C++ AVX Optimization C++ AVX Optimization: CPU SIMD Vectorization:
  • Introduction to AVX SIMD intrinsics
  • Vectorization and horizontal reductions
  • Low latency tricks and branchless programming
  • Instruction-level parallelism and out-of-order execution
  • Loop unrolling & double loop unrolling

Get your copy from Amazon: C++ AVX Optimization: CPU SIMD Vectorization



C++ Ultra-Low Latency C++ Ultra-Low Latency: Multithreading and Low-Level Optimizations:
  • Low-level C++ efficiency techniques
  • C++ multithreading optimizations
  • AI LLM inference backend speedups
  • Low latency data structures
  • Multithreading optimizations
  • General C++ optimizations

Get your copy from Amazon: C++ Ultra-Low Latency



Advanced C++ Memory Techniques Advanced C++ Memory Techniques: Efficiency & Safety:
  • Memory optimization techniques
  • Memory-efficient data structures
  • DIY memory safety techniques
  • Intercepting memory primitives
  • Preventive memory safety
  • Memory reduction optimizations

Get your copy from Amazon: Advanced C++ Memory Techniques



Safe C++ Safe C++: Fixing Memory Safety Issues:
  • The memory safety debate
  • Memory and non-memory safety
  • Pragmatic approach to safe C++
  • Rust versus C++
  • DIY memory safety methods
  • Safe standard C++ library

Get it from Amazon: Safe C++: Fixing Memory Safety Issues



Efficient C++ Multithreading Efficient C++ Multithreading: Modern Concurrency Optimization:
  • Multithreading optimization techniques
  • Reduce synchronization overhead
  • Standard container multithreading
  • Multithreaded data structures
  • Memory access optimizations
  • Sequential code optimizations

Get your copy from Amazon: Efficient C++ Multithreading



Efficient Mordern C++ Data Structures Efficient Modern C++ Data Structures:
  • Data structures overview
  • Modern C++ container efficiency
  • Time & space optimizations
  • Contiguous data structures
  • Multidimensional data structures

Get your copy from Amazon: Efficient C++ Data Structures



Low Latency C++: Multithreading and Hotpath Optimizations Low Latency C++: Multithreading and Hotpath Optimizations: advanced coding book:
  • Low Latency for AI and other applications
  • C++ multithreading optimizations
  • Efficient C++ coding
  • Time and space efficiency
  • C++ slug catalog

Get your copy from Amazon: Low Latency C++

Bonus Materials

Extra bonus materials for owners of the book.

References

Detailed reference lists for every chapter of the book.

Research

A full AI literature review with citations.

Source Code

Access the source code for the Aussie AI C++ library as used in the book's examples.