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In nearly all LLM interviews, there’s one question that consistently comes up: “How much GPU memory is needed to serve a Large Language Model (LLM)?” This isn’t just a random question — it’s a key indicator of how well you understand the deployment and scalability of these powerful models in production. When working with models like … Read more

Running large language models (LLMs) like ChatGPT and Claude usually involves sending data to servers managed by OpenAI and other AI model providers. While these services are secure, some businesses prefer to keep their data entirely offline for greater privacy. This article covers the top six tools developers can use to run and test LLMs locally, ensuring their data never leaves … Read more

𝗔𝘂𝘁𝗼𝗻𝗼𝗺𝗼𝘂𝘀 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀 are AI systems capable of performing a series of complex tasks independently to achieve a goal. The phrases AI Agents, Autonomous Agents, Agentic Application, or what I refer to as Agentic X are all terms which are used interchangeably. Some Background I love the example from Agile’s rise in organisations, where project … Read more

I have a confession. I’ve copy pasted throughout my entire coding career. Honestly, it’s how I’ve survived over the years as a developer. On every team where I worked, I took note of what the smarter developers were doing. I copied from the right people at some amazing companies and worked with developers who I … Read more

This article presents mechanisms and ideas for detecting malicious applications installed on Android devices that abuse the AccessibilityService feature. It focuses on identifying these applications from the perspective of legitimate apps. Introduction This article is focused on detection mechanisms of potentially malicious Android applications, which I implemented and shared on my GitHub about 3 years … Read more

In 1971, Stephen Hawking suggested that a mini black hole from the early universe could be lurking at the center of the sun. His proposal was extended in 1975 by Don Clayton and collaborators who suggested that the power generated by the infall of matter onto such a black hole could explain the observed deficit in neutrinos of the … Read more

A hot topic and development in the realm artificial intelligence (AI) is Large Action Models, also referred as Large Agentic Models or LAMs in short. LAMs is the spanning out of Large Language Models (LLMs) which most of us are familiar now. LLMs can generate text by predicting the next word or token based on an … Read more

Unlocking Future Opportunities: The Top 10 AI Business Ideas for 2025 Asartificial intelligence continues to evolve, its potential to reshape industries and create new business opportunities is growing exponentially. By 2025, AI is expected to drive unprecedented innovation across sectors like healthcare, finance, retail, and more. From advanced automation solutions that streamline operations to personalized … Read more

As someone who grew up on the internet, I credit it as one of the most important influences on who I am today. I had a computer with internet access in my bedroom from the age of 13. It gave me access to a lot of things which were totally inappropriate for a young teenager, … Read more

When design leads to friendship, and that friendship leads back to design, magic happens. This is the story of how an intern and her mentor designed Apple’s original emoji set and together changed the way people communicate around the world. It was also a project that led them to become lifelong friends, a key ingredient … Read more