Questions for you:
- When describing unpredictable behaviour in teams or systems as “random,” do you recognise that this carries negative connotation implying chaotic, uncoordinated, or incompetent action?
- Looking at collaborative work requiring coordination, how do you distinguish between genuinely harmful unpredictability (lack of communication, ignoring agreed strategies) versus beneficial unpredictability (diverse perspectives, creative approaches)?
- When online platforms or algorithms introduce “random” people into your environment, does this feel like disruptive chaos or potentially valuable serendipitous connection – and what determines the difference?
- In organisational culture, do you reward predictability and coordination so heavily that beneficial randomness (experimentation, diverse approaches, serendipitous discovery) gets stigmatised as “random behaviour”?
Organisational applications:
Coordination versus exploration trade-offs: Gaming clans avoid “randoms” because multiplayer success requires coordinated strategy – unpredictable teammates break synchronisation. This reflects genuine organisational tension: coordination demands predictability, whilst exploration requires unpredictability. Optimise for one, sacrifice the other. Highly coordinated teams executing established strategies stigmatise “random” behaviour as incompetent disruption. But innovation requires people to deviate from scripts, try unexpected approaches, and introduce external ideas. Build dual systems: coordination for execution (predictable processes, clear protocols), exploration for innovation (tolerance for “random” behaviour, experimentation, diverse inputs). Don’t let coordination bias stigmatise all unpredictability.
Serendipity versus disruption framing: Beneficial randomness is called “serendipity”; harmful randomness is “random disruption.” Yet the same mechanism – unpredictable encounters – produces both. Golden-age Twitter enabled minor comments to connect amateur experts, academics, and directors through algorithmic chance. Modern social media uses “random” or “rando” to refer to unwanted interactions. The difference isn’t randomness itself, but platform design that determines whether unpredictable connections create value or conflict. Design systems where unpredictable encounters are more likely productive: shared context, quality filters, opt-in mechanisms, and ways to gracefully exit unproductive interactions rather than algorithmic forcing maximising engagement regardless of quality.
Predictability bias in performance evaluation: Organisations tend to value skills operating in predictable environments more than those operating in unpredictable ones. Chess mastery (highly predictable) carries more prestige than poker mastery (managing uncertainty), even though poker players often develop more robust decision-making frameworks through probabilistic thinking and risk management. This bias punishes people in high-variance roles (sales, R&D, venture investment) where randomness dominates outcomes. Evaluate performance recognising environmental predictability: in stable environments, consistent execution indicates skill; in uncertain environments, process quality matters more than individual outcomes. Don’t stigmatise “random” results when operating in genuinely unpredictable domains.
Distinguishing harmful versus beneficial unpredictability: Not all “random” behaviour is equivalent. Harmful unpredictability: ignoring communication, failing to coordinate when coordination is essential, unpredictable because incompetent or disengaged. Beneficial unpredictability: diverse perspectives, creative approaches, serendipitous connections, exploring rather than exploiting. Build organisational norms that distinguish between these: establish when coordination is critical (execution contexts) versus when diversity is valuable (exploration contexts), create communication protocols that make helpful unpredictability visible rather than disruptive, and avoid blanket stigmatisation of all “random” behaviour as negative.
Further reading:
Coordination, cooperation, and online communities
The Art of Community by Jono Bacon – examines building effective online communities including discussion of when predictable coordination is essential versus when diversity and unpredictability create value.
Here Comes Everybody by Clay Shirky – explores how internet enables mass collaboration, discussing tension between coordination (requiring predictability) and innovation (requiring diverse unpredictable inputs).
Bowling Alone by Robert D. Putnam – examines decline of social connections and community, relevant to understanding how online interactions with “randoms” replaced predictable community structures.
Serendipity, weak ties, and unexpected connections
The Strength of Weak Ties by Mark Granovetter – foundational sociology showing unpredictable connections with acquaintances (“weak ties”) often more valuable than predictable interactions with close contacts, explaining serendipity’s power.
Where Good Ideas Come From by Steven Johnson – explores innovation emphasising importance of serendipitous encounters and diverse unpredictable inputs rather than predictable focused research.
The Click Moment by Frans Johansson – examines role of serendipity and unpredictable encounters in success, arguing randomness creates opportunities systematic planning cannot.
Exploration versus exploitation and predictability bias
The Difference by Scott E. Page – demonstrates diversity and unpredictability often outperform expertise and coordination in problem-solving, showing when “random” perspectives create value.
Range by David Epstein – argues specialisation and predictable expertise are overvalued whilst generalists bringing unpredictable diverse experiences solve novel problems better.
Thinking in Bets by Annie Duke – poker champion showing environments with high randomness require different decision frameworks than predictable environments, arguing we systematically undervalue skills in managing uncertainty.
About the image:
A fairly straightforward illustration?
Illustration Matt Ballantine 2026
