---
title: "Meaning & Key Takeaway of: As Paul Saffo, a forecaster of…"
description: "\"“As Paul Saffo, a forecaster of large-scale change at Discern Analytics, observes wisely, 'Change is never linear. Our expectations are linear, but new..."
image: "https://sms4smile.com/quotes/i/965/vijay-v-vaitheeswaran-98367_clear-view_as-paul-saffo-a-forecaster-of-large-scal_3124435.jpg"
---

#  As Paul Saffo, a forecaster of large-scale change at…

![“As Paul Saffo, a forecaster of large-scale change at Discern Analytics, observes wisely, 'Change is never linear. Our expectations are linear, but new technologies come in S curves, so we routinely overestimate short-term change and underestimate long-term change.' Never mistake a clear view for a…” quote by Vijay V. Vaitheeswaran](https://sms4smile.com/quotes/i/965/vijay-v-vaitheeswaran-98367_clear-view_as-paul-saffo-a-forecaster-of-large-scal_3124435.jpg)   [Download](https://sms4smile.com/quotes/i/965/vijay-v-vaitheeswaran-98367_clear-view_as-paul-saffo-a-forecaster-of-large-scal_3124435.jpg) [Open image](https://sms4smile.com/quotes/i/965/vijay-v-vaitheeswaran-98367_clear-view_as-paul-saffo-a-forecaster-of-large-scal_3124435.jpg)

> ““As Paul Saffo, a forecaster of large-scale change at Discern Analytics, observes wisely, 'Change is never linear. Our expectations are linear, but new technologies come in S curves, so we routinely overestimate short-term change and underestimate long-term change.' Never mistake a clear view for a short distance, he adds.””

[Vijay V. Vaitheeswaran](https://sms4smile.com/quotes/author/vijay-v-vaitheeswaran/)

## About This Quote

This interpretation was drafted with AI assistance. It is one reading of the quote, not the author's own explanation.

Technological change follows S‑curves; we overestimate short‑term and underestimate long‑term impacts.

**In simple terms:** Tech advances in S‑shaped curves.

Key Takeaway

Plan for long‑term horizons.

Themes

technology forecasting change expectations timeframes

Mood

analytical forward‑looking

Type

Clear view:0 Underestimate Long:1 Discern Analytics:1 Expectations Linear:1 Change Underestimate:0 Linear Expectations:1

When to use this quote

- product development
- policy making
- investment strategy

Key Concepts

S‑curve dynamics cognitive bias strategic planning

Questions to Reflect On

- How can you improve long‑term predictions?
- What biases affect your expectations?

A Different Perspective

S‑curve model may oversimplify complex innovations.

★ ★ ★ ★ ★   No ratings yet

[Change Underestimate](https://sms4smile.com/quotes/about/change-underestimate-5499882/) [Clear view](https://sms4smile.com/quotes/about/clear-view/) [Discern Analytics](https://sms4smile.com/quotes/about/discern-analytics-5499880/) [Expectations Linear](https://sms4smile.com/quotes/about/expectations-linear-5499881/) [Linear Expectations](https://sms4smile.com/quotes/about/linear-expectations-5499883/) [Underestimate Long](https://sms4smile.com/quotes/about/underestimate-long-2703670/)

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