Eddie Obeng, 2012

AI-generated editorial portrait of Eddie Obeng explaining intersecting learning and change curves in a contemporary business classroom

“The pace of change overtakes the pace of learning.”

Business educator Eddie Obeng made this observation during his 2012 TEDGlobal talk “Smart Failure for a Fast-Changing World.” He drew two conceptual lines—change accelerating upward and organizational learning remaining comparatively flat—and focused on the point where familiar rules stop matching current conditions. Obeng was challenging rational decisions built on an outdated model of reality. Forecasts, hierarchies, and procedures can look disciplined while solving last year’s problem. Once external change outruns learning, a decision may be internally consistent yet poorly suited to the environment in which it will operate. The quotation becomes operational only when leaders connect it to the design of work rather than to individual enthusiasm alone. A decision journal can keep the original facts, uncertainties, and expected result available after memory has edited the story.

Leaders can shorten the distance between observation and revision. Smaller experiments, early customer evidence, post-decision reviews, and faster circulation of frontline knowledge help an organization update its model. Planning remains useful, but assumptions should be dated, visible, and easy to challenge. Evidence should come from the people experiencing the process as well as from aggregate performance. Comparing that expectation with the outcome gives the team a practical basis for revising both the process and the underlying belief.

Speed alone is not learning. Rapid reactions can amplify noise, abandon valuable expertise, and reward whichever signal arrives first. Teams still need careful measurement, institutional memory, and thresholds for changing course. The goal is timely understanding, not constant disruption for its own sake. Boundaries matter because a practice that helps one context may transfer cost or risk in another. If costs fall on people outside the metric, those effects need an owner and a route into the review.

Generative AI, regulation, supply shocks, and new customer expectations can alter a market before an annual plan is finished. Obeng’s warning is therefore operational: advantage depends on how quickly a company recognizes that its map is stale and creates a better one. Take one important plan and write down the facts it assumes. Mark when each fact was last checked, assign an owner, and choose a signal that would trigger a review. Run a small test where uncertainty is greatest, then update the plan before scaling further. A transparent review lets the team preserve what worked while changing the assumptions that no longer fit. Improvement becomes more credible when the organization reports disappointments as clearly as wins and shows what changed because of them. The organization should revisit the outcome after the initial excitement fades, when maintenance costs and unintended effects are easier to see.

Vint Cerf used this declaration as the title and central refrain of RFC 3271, published in 2002. The document celebrated the Internet’s open reach while warning that access, affordability, disability, language, security, privacy, and harmful uses could prevent the promise from becoming true.

“Everyone” is an architectural and institutional commitment, not a description of equal access already achieved. Networks gain value as participation expands, but markets alone may not serve remote, low-income, or marginalized communities. Standards and policy shape who can connect and on what terms.

Technology companies can design for accessibility, low bandwidth, multiple languages, device diversity, and interoperable protocols from the beginning. Metrics should examine meaningful use and reliability across communities, not only aggregate accounts or traffic in well-served markets.

Universal access does not require unrestricted harmful conduct or the collection of unlimited personal data. Security, privacy, child protection, and due process matter. Governance should be transparent and capable of addressing abuse without turning inclusion into surveillance or arbitrary exclusion.

Connectivity increasingly determines access to education, work, finance, health, and public life. Satellite systems, community networks, and lower-cost devices offer new routes, while shutdowns, censorship, and affordability gaps show that technical reach can still be politically or economically withheld.

Choose one digital service and test it under low bandwidth, assistive technology, older hardware, and the languages of underserved users. Publish the largest access gap, assign an owner, and prioritize the change that enables meaningful participation rather than a nominal connection.

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