Aussie AI Original Research
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by David Spuler, Ph.D.
Research Papers & Articles
Innovative research areas with publications and patents:
- Optimizing On-Device Transformer Inference for Source Code Checking: IP Australia Patent Filing, June 2024
- Heuristic Optimization of Transformer On-Device Inference: IP Australia Patent Filing, June 2024
- Speculative Decoding With Early Exit for Optimized Transformer On-Device Inference: IP Australia Patent Filing, June 2024
- Edit Decoding With Early Exit for Optimized Transformer On-Device Inference: IP Australia Patent Filing, June 2024
- Sequential Speculative Decoding
Research Overviews
Lists, surveys, and overviews of research areas:
- 500+ Techniques for LLM Inference Optimization
- Curated literature survey of AI research papers
- List of 100+ AI Smartness Techniques
- What's Hot in LLM Inference Optimization in 2025?
- Chain-of-Thought Efficiency Optimization
- What's New in Speculative Decoding?
- Hot Inference Optimization Techniques
- LLM Inference Optimization Research Ideas
- Promising LLM Inference Optimization Research
Other Research Articles
Innovative articles on research topics:
- Vector Dot Product Optimization in C++ with Instruction-Level Parallelism
- Reasoning Inference Optimization
- Weight Clustering Needs a Refresh
- State-of-the-Art LLM Backends
- Generative AI Textbook Free Online
AI Books from Aussie AI
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The Sweetest Lesson: Your Brain Versus AI: new book on AI intelligence theory:
Get your copy from Amazon: The Sweetest Lesson |
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RAG Optimization: Accurate and Efficient LLM Applications:
new book on RAG architectures:
Get your copy from Amazon: RAG Optimization |
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Generative AI Applications book:
Get your copy from Amazon: Generative AI Applications |
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Generative AI programming book:
Get your copy from Amazon: Generative AI in C++ |
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CUDA C++ Optimization book:
Get your copy from Amazon: CUDA C++ Optimization |
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CUDA C++ Debugging book:
Get your copy from Amazon: CUDA C++ Debugging |
More AI Research Topics
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