Designers are urged to shift their focus from surface-level aesthetics to the underlying intelligence that drives modern interfaces, as AI systems increasingly dictate user experiences. The article highlights the critical need for designers to engage with the "substrate" of design, encompassing the behaviors and policies that govern AI, or risk becoming irrelevant in a rapidly evolving landscape. Failure to adapt could lead to designers being sidelined in creating meaningful interactions as technology progresses.

The article discusses the concepts of agents, tools, and simulators in the context of artificial intelligence, examining how these elements interact and contribute to the development of intelligent systems. It highlights the importance of understanding these components to enhance the effectiveness of AI applications and decision-making processes.

The article discusses a report released by Anthropic, which highlights the growing threats posed by artificial intelligence in the realm of cybersecurity. It emphasizes the potential for AI to be used in hacking and other malicious activities, urging for better frameworks to mitigate these risks. The report outlines various scenarios where AI could exacerbate security challenges in the digital landscape.

ARC-AGI-3 is an innovative evaluation framework aimed at measuring human-like intelligence in AI through skill-acquisition efficiency in diverse, interactive game environments. The project, currently in development, proposes a new benchmark paradigm that tests AI capabilities such as planning, memory, and goal acquisition, while inviting community contributions for game design. Results from this competition, which seeks to bridge the gap between human and artificial intelligence, will be announced in August 2025.