What is the standard for safe AI? The industry’s focus has shifted from building AI to verifying it. While technical development has leveled up and become relatively easier, teams still hesitate before the critical question: “Is this really ready for...

AI’s ability to understand images and describe them in natural language is improving rapidly. Yet, unlike humans, these models still struggle to interpret context and apply what they have seen before to new situations. A paper presented at ICCV 2025,...

Artificial intelligence has now become a core tool for many companies. However, it is still exposed to various risks, including hallucination, bias, and prompt injection attacks. According to Infosys BPM, a company that manages business processes, a 2024 survey showed...

Are large language models just autocomplete, or do they think?  Surprisingly, no one has a definitive answer yet. At Anthropic, researchers are working on interpretability, which is the science of “opening up” AI models to see what’s going on inside. They...

In the early days of AI adoption, prompt engineering drew most of the attention. The focus was on how to craft the “right question” to get the desired answer. Now, we’ve moved beyond that stage. Context engineering is emerging as...

🚀 9 AI Career Tips for Students, Career-Changers, and New Grads Written by: Michael Hwang, Co-founder and CSO of Datumo Breaking into the AI field can feel overwhelming. There’s too much hype, too many buzzwords, and no clear roadmap.If you’re...

At the start of every year, countless predictions flood the industry. In 2025, one keyword that consistently appeared in AI trend forecasts was “AI agents.” AI agents go beyond the concept of chatbots that simply respond to messages. They can...

In June 2025, the U.S. District Court for the Northern District of California issued a landmark ruling on a case involving generative AI startup Anthropic, which used millions of books to train its AI models. (Link to ruling) The key...

Datumo Eval is an AI reliability evaluation platform designed to quantify and monitor the quality of LLM responses. It offers a wide range of evaluation tools to help teams build more trustworthy AI. At the core of the platform is...

📌What is AI Red Team?   In our previous post, we looked at why red teaming is important for generative AI models and how it can be done. Today, we’ll dive into: how companies can actually organize and run red...