Michael Willson

AI systems are changing rapidly, and one of the most important shifts is the move from simple Large Language Models (LLMs) to full agents that can plan, decide, act and work toward goals. Understanding this shift is now essential for professionals building automation, product teams evaluating AI…

The digital environment is always moving, and you have to adapt to these changes. Traditional defenses can’t deliver the right level of protection. So, you can adopt flexible and intelligent security models that will strengthen your strategy. AI tools and systems are your best solution. Keep…

Michael Saylor has sparked a new debate in global finance by proposing a Bitcoin backed banking system that could reshape how countries manage deposits, reserves and yield generation. Speaking at the Bitcoin MENA Conference and in follow up discussions with sovereign funds and policymakers, Saylor…

ZenLedger has officially expanded its enterprise grade tax, accounting and compliance infrastructure to the Sui blockchain. This integration transforms Sui from a high performance Layer 1 network into a more institution ready ecosystem, enabling businesses to meet regulatory and audit requirements…

What is GPT ? OpenAI is preparing to launch GPT 5.2, a major update focused on improving speed, stability and reasoning rather than introducing flashy new features. This GPT release is arriving during a highly competitive moment in the AI landscape, especially after strong benchmark results from…

AI has quickly moved from being a curiosity to becoming a practical tool that many professionals rely on throughout the week. It is no longer just a futuristic idea. It is something people use to finish tasks faster, think more clearly and lighten their workload. This shift has also encouraged many…

Google’s Agent Development Kit, known as Google ADK, has quickly become one of the most important tools for anyone building advanced AI systems. It is not a simple prompt framework or a playground for experiments. It is a full engineering kit designed for building complex, reliable and production…

Public conversations about artificial intelligence often drift toward hype, fear, or speculation, but the most meaningful insights come from people who rely on the technology in real workplace situations. Feedback from more than a thousand professionals shows how AI supports daily tasks, where it…

Artificial intelligence keeps improving quickly, while confidence in the field continues to slip. This contrast now shapes decisions around regulation, workplace adoption, and long term planning. To understand both the technology and the shifting public mood, many professionals begin with…

South Korea is preparing a major regulatory shift that would require crypto exchanges to follow the same strict liability rules as banks. Under the upcoming framework, exchanges would be held responsible for compensating users for losses caused by hacks or system failures, even when negligence…

Anthropic has introduced Interviewer, a new AI powered research tool designed to conduct large scale, structured conversations with people about their experiences using AI. Instead of relying solely on usage logs or small focus groups, Interviewer uses Claude to run adaptive interviews, collect…

Over the last few weeks, a wave of screenshots and user reports claiming that ChatGPT has begun showing ads sparked debate across social platforms. Some users insisted they were seeing promotional messages in their chat sessions, while others dismissed them as glitches or misunderstandings. The…