Aggregated enterprise architecture wisdom
By Harrem Monkhorst Large language models, the technology at the heart of chat-based AI platforms like ChatGPT, have many human-like traits ascribed to them. In common parlance, these models are described as intelligent or as […]
By Dr. Magesh Kasthuri Software engineering is entering a phase where artificial intelligence is no longer limited to code suggestions or test generation. AI agents are beginning to participate in the broader software delivery lifecycle as […]
The sixth ‘lab note’. I had the code audited. With some helpful scripts and an example from my ‘context harness’
Gartner’s latest CEO survey exposes a troubling disconnect between escalating…
The fifth ‘lab note’. This time on ‘tokens’ and the cost of generating them when working with LLM coding. Throttling is happening. Prepare.
Before large language models (LLMs) can process text, they split it into chunks such as words or word fragments. The LLM behind ChatGPT, for example, splits “LMU München” into the three chunks “LM”, “U” and […]
One customer’s first AI prompt was four words, and the answer wasn’t usable. Weeks later, they called the same product the foundation of their platform. What changed? Chris Gallivan explains how context, reusable prompts, and real conversation turn AI from a feature you switch on into a capability you build.
Toward the end of the summer, one question I am seeing come up more and more: will AI eliminate enterprise architects?
Only 22% of security leaders would authorize fully autonomous AI cyberdefense, even as 84% of surveyed leaders anticipate larger cybersecurity budgets. By Holt Hackney Companies are preparing to spend more on cybersecurity as artificial intelligence […]
The fourth ‘lab note’. More on the power and Achilles’ heel of “brute force trial and error with token pattern statistics” Goodbye, Codex. Hello, Limits.
By Dr. Magesh Kasthuri Enterprise AI agents are moving from simple prompt-driven assistants to complex systems that plan, reason, retrieve information, invoke tools, evaluate outcomes, and collaborate with human teams. This shift has created a new […]
By Sourabh Mishra As autonomous artificial intelligence (AI) moves from experimentation into financial operations, the limitations of a familiar control model become apparent. Traditional financial systems record what happened: who created a journal en…