In my roles as AI entrepreneur, researcher and strategist, I’ve seen many landmark model releases. The launch of Gemini 3 marks one of those pivotal moments, it’s not just a model upgrade, but a paradigm shift in how we conceive,…
In the fast-evolving world of AI, Elon Musk’s xAI brings Grok 4.1, that emerges not just as another language model, but as a thinker, a collaborator, and a creative partner. Imagine an AI that can reason through complex problems, understand…
In my capacity as an AI entrepreneur, strategist, researcher, I’ve long been watching the deep convergence of artificial intelligence (AI), cyber-operations and threat actor behaviour. The recent disclosure of leading AI company, Anthropic, of what is being called a “first…
As entrepreneurs and AI strategists, I’ve witnessed countless “game-changing” AI releases in last few months. But sitting in my office at 3 AM, watching Kimi K2 Thinking autonomously orchestrating complex workflows across 200+ tool calls, I realized something fundamental had…
The wait is over! OpenAI’s latest and the greatest LLM model ChatGPT-5 is here. I’ve been really keen on knowing and trying the features they have been claiming for a long time. Here’s what I have found. ChatGPT 5 –…
In today’s hyper-competitive and globally connected internet world, AI isn’t just adding value as a feature, it’s becoming the backbone of product innovation. As an entrepreneur and AI researcher, I’ve seen tons of product roadmaps and how a well-designed AI…
Large Language Models (LLMs) have revolutionized AI, business applications, professions, and many other disciplines but there is a new guy in the town, General Language Models (GLM 4.5), which is taking it even further by consolidating reasoning, coding, and agentic…
As we know Open AI GPT-5 model is just around the corner. Here we are going to discuss about what should we be expecting with the release of their new Large Language Model (LLM). Let’s get started! What is GPT-5?…
In today’s fast-evolving digital landscape, building and adapting AI strategy is no longer optional—it’s a competitive necessity. Chief Product Officers (CPOs), VPs of Product, Product Directors, and Product Managers (PMs) must integrate artificial intelligence (AI) and machine learning (ML) into their…
Introduction In today’s fast-paced digital landscape, product leaders are shifting from feature-based roadmaps to outcome-driven roadmaps. Unlike traditional roadmaps that focus on delivering a set of features or functionalities, outcome-driven roadmaps emphasize the desired business and customer outcomes. This strategic…
