Why cybernetic productivity fails and what to do instead

Executive overview

Most productivity tools promise to make knowledge workers more effective by speeding up shallow tasks, improving information access, and reducing communication friction. But this approach — cybernetic productivity — has largely failed to deliver.

The core reason: when the supply of work is effectively infinite, speeding up overhead just lets more work flood in to fill the gap. The result is more busyness, not more output.

The alternative is attention-centric productivity: focusing not on how fast you execute tasks, but on how deliberately you allocate your limited attention.

Speeding up the work surrounding deep work is not the same as doing more deep work.

The four principles of cybernetic productivity

• Automate or speed up shallow tasks wherever possible
• Keep information accessible at all times
• Remove friction from communication (email, Slack, smartphones)
• Extract actionable insight from data using analytical tools

Why it fails: the infinite buffer effect

• In most knowledge work, the supply of potential tasks is effectively unlimited
• Work is stored at the individual level — every task lives on someone's plate
• Speeding up overhead creates time that the buffer immediately fills with new work
• More projects land on your plate; context switching increases; deep work shrinks
• Cal's grandfather wrote ~15 books with no computer, no email, and a typist — because his overhead was slow enough that it never crowded out the work that mattered

Three solutions

• Manage workloads centrally: store potential work in a shared system, not on individuals; people pull new work only when current work is done; limits the active buffer
• Reintroduce friction deliberately: make yourself slower to reach, use older tools, accept that some projects won't start because starting them would be too costly — this keeps your active plate small
• Shift to attention-centric productivity: stop optimising for speed; focus on what you work on, when, and under what conditions

Attention-centric productivity in practice

• Short-term: decide intentionally what to work on next; batch shallow tasks; protect conditions for deep focus
• Medium-term: maintain a clear view of active work; make prioritisation decisions simple
• Long-term: control what comes onto your plate at all — change roles or structures if needed
• Speed is irrelevant here; tools are at best a personal convenience, not a lever for performance

Answers to listener questions

• Hiring for time management: ask "on a typical day, how do you decide what to work on next?" — cybernetic answers (complex systems, tool setups) are a warning sign; attention-centric answers (time blocking, deliberate allocation) are a good sign; assume most people will need to be taught
• Pitching these ideas to executives: skip tactics and examples — leaders will find edge cases and stall; instead teach the core principle that context switching is productivity poison; get them tracking their own context switches until they feel the cost viscerally; then let them generate their own solutions
• Systematic thinking as a skill: developed through deliberate practice over many years; a useful but narrow skill; 90% of the time the system is empty underneath but the framing is generative
• Task boards for managers: organise by content (role or project), not urgency; load one semantic context at a time; flag time-sensitive items within each board rather than across boards
• Balancing deep work as a consultant: protect the first two hours of every day for deep work; never schedule meetings before noon; it takes about a month to re-train clients; the short-term friction is trivial compared to the long-term compounding of consistent deep practice

Taylor Sheridan and the isolation bunker

• Sheridan bought a 350,000-acre Texas ranch for $350M by signing a $200M Paramount deal — then had to write four shows simultaneously to afford it
• He built a one-room writing bunker in Wyoming; can produce a full episode in eight to ten hours
• The thought experiment: if you had the bunker without the financial pressure, one month of that intensity could finish a year's creative project — the rest of the year would be yours
• Extreme concentration in bursts, followed by genuine rest, is a model that slow productivity points toward