Understanding Speculative Decoding
A practical explanation of why speculative decoding speeds up generation in large language models.
Blog
Thoughts on AI, systems, and product strategy.
Long-form essays and practical notes from real projects in machine learning and product execution.
The EU Is Trying to Regulate AI. But First, It Has to Define It.
A practical read on general-purpose AI definitions and why regulatory clarity matters.
Scaling asset generation using Generative AI
How generative systems can act like a production line for creative assets, with humans in the loop.
Human-AI collaboration and understanding AGI
From task-specific agents to general intelligence: practical reflections on hardware, software, and AI assistants.
The amazing journey of text classification
A decade-long perspective on how text classification evolved from lexicon methods to LLM prompting.
My personal experience with ChatGPT and a vision for the LLM future
Reflections on using LLMs in healthcare conversations and the future of personal digital assistants.