John Smoltz, a World Series champion and respected baseball figure, recently voiced a caution that resonates far beyond the diamond. He warns that applying the ABS system to all pitches risks undermining the very essence of the sport. This pushback highlights a larger issue: when processes become too rigid or over-structured, creativity and natural flow suffer—whether in sports, work, or how we manage our ideas.

Smoltz’s concern about baseball analytics mirrors a common challenge in creative thinking. Just as forcing every pitch into a strict analytical mold can diminish the nuance and spontaneity of the game, over-classifying idea notes can stifle the organic development of creative thoughts. Categorizing every note by endless tags or filing systems feels productive at first but often buries signals under noise.

Creative ideas thrive in freedom and flexibility. When we over-focus on classification, we risk losing the unexpected connections that emerge between seemingly unrelated fragments. This is critical because breakthroughs often come from juxtaposition, not from binary folders or columns of neatly labeled data. Smoltz’s experience reminds us that an overly systematized approach can diminish the richness of performance—and in mental work, the richness of discovery.

Moreover, the cognitive load of maintaining elaborate classification systems can drain mental energy that would be better spent on actual ideation. Instead of refining ideas, you end up managing the filing rather than the content. This parallels the concern that baseball players might become preoccupied with system mechanics rather than the art of pitching.

So, what’s the takeaway for note-takers juggling inspiration? Embrace a lean structure that holds just enough order to retrieve your ideas without constraining them. Use broad categories or a single tag hierarchy that encourages easy retrieval but leaves space for fluid association. Keep signal above noise by trimming extraneous labels and resisting the urge to overbuild your archive.

In essence, John Smoltz’s warning about the ABS system reminds us to preserve the vital balance between structure and spontaneity. For creativity to flourish, the system managing your notes must serve the ideas—not the other way around. Let your mental nest remain open enough to welcome unexpected cross-pollination rather than locking thoughts behind too many doors.