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As this research continued to develop, I found myself returning to a question that, at first glance, appeared almost too simple to matter. What does it actually mean to recognize something? Initially, recognition seemed straightforward. We recognize a face. We recognize a pattern. We recognize an idea. Recognition appeared to

As this research continued to develop, another observation gradually began changing the way I understood interaction itself. For much of our relationship with technology, artificial intelligence has been described as a tool. We ask a question. The system produces an answer. The interaction ends. This perspective has been incredibly useful

As this research continued to develop, another observation gradually began changing the way I understood interaction itself. For much of our relationship with technology, artificial intelligence has been described as a tool. We ask a question. The system produces an answer. The interaction ends. This perspective has been incredibly useful

As this research continued to evolve, I found myself recognizing another distinction that gradually became impossible to ignore. For much of my life, I understood research in the traditional sense. We investigate. We collect observations. We develop theories. We write papers. We publish conclusions. These are all essential parts of

As this research continued to evolve, I found myself recognizing another distinction that gradually became impossible to ignore. For much of my life, I understood research in the traditional sense. We investigate. We collect observations. We develop theories. We write papers. We publish conclusions. These are all essential parts of

As this research continued to develop, I found myself becoming increasingly interested in something that is often overlooked within discussions surrounding intelligence, communication, and research. Much attention is given to information. We measure accuracy. We evaluate reasoning. We analyze structure. These are all essential parts of meaningful investigation. Yet throughout

As this research continued to develop, I found myself becoming increasingly interested in something that is often overlooked within discussions surrounding intelligence, communication, and research. Much attention is given to information. We measure accuracy. We evaluate reasoning. We analyze structure. These are all essential parts of meaningful investigation. Yet throughout