Emergent behavior refers to unexpected or unprogrammed actions that arise when complex AI systems, such as large language models or multi-agent networks, interact with data or their environment. These behaviors are not explicitly designed by developers but emerge from the system’s internal learning patterns and scale. In artificial intelligence, emergent behavior can lead to both impressive outcomes—like new problem-solving abilities—and unpredictable risks, such as biased or unintended responses. Researchers study these phenomena to understand how AI models generalize knowledge and develop capabilities beyond their training data. Managing emergent behavior is a key challenge in ensuring AI systems remain safe, transparent, and aligned with human intentions.
The Association of Chartered Certified Accountants will discontinue remote exams from March 2026, citing rising misconduct linked to AI tools. Most candidates will return to in-person test centers.
OpenAI is hiring a Head of Preparedness to study emerging risks tied to rapidly advancing AI models, including mental health impacts and cybersecurity threats. The move reflects rising concern over how frontier capabilities could be misused as models grow more powerful.
OpenAI is rolling out “Your Year with ChatGPT,” an annual review feature that summarizes how users interacted with the chatbot over the past year. The tool is available to eligible users across several English-speaking markets, including the United States.
Chinese generative AI startups MiniMax and Zhipu AI have disclosed their financials ahead of potential Hong Kong listings, highlighting modest revenues and mounting losses compared with U.S. peers.
Amazon is reportedly in early talks to invest up to $10 billion in OpenAI in a deal tied to the use of its AI chips. The discussions reflect a broader trend of circular partnerships shaping the AI infrastructure market.
Zoom introduced AI Companion 3.0, a federated AI solution integrating internal and third-party models to streamline meetings, documents, and personal workflows. The update adds agentic AI features, a web interface, and enhanced productivity tools.
Nvidia is reportedly planning to increase production of its H200 AI training chips following approval to sell them in China.
Google released a major upgrade to its Gemini Deep Research agent, giving developers access to advanced autonomous research capabilities through the Interactions API. The company also introduced DeepSearchQA, a benchmark for evaluating multi-step web research agents.
OpenAI has released GPT-5.2, a new model series designed to improve professional knowledge work with major gains in reasoning, coding, long-context analysis, and vision. The update brings enhanced performance to ChatGPT and the API across Instant, Thinking, and Pro variants.
Disney and OpenAI announced a three-year licensing deal allowing Sora to generate fan-inspired short videos featuring over 200 Disney, Marvel, Pixar, and Star Wars characters.