Blog
Insights, technical guides, and product thinking from the Tanok Tech team.
- AI & ML◈
How to Prevent LLM Hallucinations in Real Applications: A Practical Guide
How to Prevent LLM Hallucinations in Real Applications: A Practical Guide
LLM hallucinations can undermine trust in AI applications. Learn practical strategies—from prompt engineering to RAG and fine-tuning—to reduce hallucinations and keep your AI grounded in reality.
Read more → - Cloud & Edge☁
Apple 2026: On-Device AI and Custom Models for Developers
Apple 2026: On-Device AI and Custom Models for Developers
Discover how Apple's 2026 on-device AI revolution empowers developers with custom models, enhanced privacy, and powerful tools like Core ML and Create ML.
Read more → - Data≈
Ada Lovelace: The First Computer Programmer and Her Lasting Legacy in AI
Ada Lovelace: The First Computer Programmer and Her Lasting Legacy in AI
Discover how Ada Lovelace wrote the world's first computer algorithm in the 1840s, and why her visionary insights still shape modern AI and software development today.
Read more → - Finance$
AI Safety and Alignment: What Companies Should Consider
AI Safety and Alignment: What Companies Should Consider
As AI systems become more powerful, ensuring their safety and alignment with human values is critical. This guide explores key considerations for companies adopting AI, from governance to technical safeguards.
Read more → - DevOps⚙
The Steam-Powered Supercomputer: Babbage's Analytical Engine and the Birth of Computing
The Steam-Powered Supercomputer: Babbage's Analytical Engine and the Birth of Computing
Imagine a computer that runs on steam, stands 7 feet tall, and was designed in the 1800s. Babbage's Analytical Engine was a visionary machine that laid the groundwork for modern computing. Discover its fascinating story and its lasting impact on tech.
Read more → - Testing✓
FORTRAN at 67: How the First Modern Programming Language Still Shapes AI Development
FORTRAN at 67: How the First Modern Programming Language Still Shapes AI Development
In 1956, IBM introduced FORTRAN, the first high-level programming language. Today, it still influences modern AI and software engineering in surprising ways. Discover its legacy and why it matters for your next project.
Read more → - Data≈
The 1936 Universal Turing Machine: The Blueprint That Built the Digital Age
The 1936 Universal Turing Machine: The Blueprint That Built the Digital Age
In 1936, Alan Turing conceptualized a machine that could compute anything computable. This theoretical device became the foundation for every modern computer. Discover how its legacy shapes today's software and AI.
Read more → - Data≈
Embeddings and Multimodal Models: The Future of Search
Embeddings and Multimodal Models: The Future of Search
Discover how embeddings and multimodal models are transforming search from keyword matching to semantic understanding. Learn practical implementation strategies and real-world applications.
Read more → - Security⛨
AutoML and MLOps: Automating the Full Machine Learning Lifecycle
AutoML and MLOps: Automating the Full Machine Learning Lifecycle
Discover how AutoML and MLOps are transforming machine learning by automating everything from data prep to deployment. Learn practical strategies, tools, and best practices to accelerate your ML initiatives and reduce operational overhead.
Read more →