A Conversation with Dr Tony McCaffrey, Co-founder of BrainSwarm AI

The growing complexity of contemporary global challenges has led to renewed interest in how knowledge, creativity, and problem-solving are organised within modern societies. Issues such as climate adaptation, technological governance, space sustainability, and large-scale social systems increasingly require solutions that cannot be derived solely from expertise. In this context, researchers in cognitive science and innovation studies have begun to examine whether the limitations of current institutions lie not in the absence of information, but in the structure of the thinking processes used to generate new ideas.

Dr Tony McCaffrey, a cognitive scientist whose work focuses on creative cognition and problem-solving systems, has proposed that many breakthrough solutions remain undiscovered because individuals fail to notice what he terms the “obscure features” of objects and systems. Through the development of structured creativity methods such as BrainSwarming, his research explores how innovation can be deliberately engineered as a process, rather than treated as a rare outcome of individual talent. His work also investigates the cognitive limits of both human experts and artificial intelligence, raising questions about how human–AI collaboration might expand the range of problems that can be addressed.

These ideas intersect with broader debates about the future of education, the organisation of research institutions, and the distribution of intellectual capacity across societies. As artificial intelligence lowers technical barriers to modelling and design, and as younger generations gain earlier exposure to complex global issues, the possibility emerges that innovation systems themselves may need to be redesigned to enable more distributed, collaborative, and cognitively diverse forms of problem-solving. Such developments could have significant implications not only for scientific progress but also for international cooperation, technological competition, and the capacity of different regions of the world to participate in shaping solutions to shared challenges.

In this interview with EurAsia Review, Dr McCaffrey discusses the cognitive foundations of creativity, the paradox of expertise, the role of structured ideation methods, the interaction between human intuition and artificial intelligence, and the potential need for new forms of “cognitive infrastructure” designed to support collective innovation in the twenty-first century.

Q1. Your work challenges the idea that creativity is a rare talent possessed by a few individuals.  Through methods such as BrainSwarming, you argue that creativity can be structured and engineered as a collective process. What does this reveal about how innovation actually happens, and why traditional methods like brainstorming often fail to produce genuinely novel ideas?  

Ans: Everyone can improve their creativity by increasing their ability to notice obscure features (i.e.,  rarely noticed or new features) of the problem they are working on. Any creative solution is built  upon at least one obscure feature of the problem at hand. There are simple methods to help  anyone notice more obscure features, which is the core ability needed for creativity.  

Here are the major shortcomings of brainstorming. In brainstorming, only one person talks at a  time; while in BrainSwarming, talking is not allowed and everyone can write their contributions  simultaneously on the associated graph. Second, extroverts often dominate the brainstorming  

process over introverts; while in BrainSwarming, introverts can easily get their ideas on the  graph because everyone is writing simultaneously. Finally, brainstorming is not focused on  revealing obscure features, while BrainSwarming incorporates creativity techniques naturally  into its process to unearth obscure features.

​Q2. A central concept in your research is that many breakthrough solutions remain hidden  because people overlook what you call the “obscure features” of objects or systems. Why do  individuals and even highly trained experts struggle to notice these possibilities, and how can  structured creativity methods help overcome these cognitive blind spots?  

Ans: First, there are mental blind spots that everyone suffers from. Then, there are mental blind spots  that are particular to experts. In creative problem solving, oftentimes too much knowledge can  be a problem.  

For general blind spots, one is called functional fixedness, which is the tendency to only notice  the intended use (i.e., function) of an object and not other alternative uses. For example, an  experimental subject needs to quickly get electricity flowing through a circuit. The subject uses a  screwdriver to secure the wires under each screw head along the circuit. When all the wires are  in place, there is a gap in the circuit as one wire is missing. Most people give up completing the  circuit at that point, because they do not notice that the blade of the screwdriver they are holding  is a long metal piece that can easily complete the circuit. These people are fixated that a  screwdriver is only used to tighten screws (i.e., functional fixedness). A sure-fire method to  overcome this mental obstacle is to describe every part of the screwdriver in a generic manner.  Quickly, you will notice that the screwdriver blade is a........

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