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dateMore Than a Year Ago
subjectTheory
authorPeter J. Denning
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The Smallness of Large Language Models
From Communications of the ACM

The Smallness of Large Language Models

There is so much more to language and human beings than large language models can possibly master.

A Map for Innovation
From Communications of the ACM

A Map for Innovation

Innovation is less elusive with the right navigational map.

The Context Problem in Artificial Intelligence
From Communications of the ACM

The Context Problem in Artificial Intelligence

The artificial intelligence design challenge of teaming humans and machines is difficult because machines cannot read the context of use.

Involvement and Detachment
From Communications of the ACM

Involvement and Detachment

How detachment from your community blocks your success at leading innovations, and what to do about it.

Systems Abstractions
From Communications of the ACM

Systems Abstractions

Computing professionals use powerful abstractions to tame complexity in large software systems and distributed networks.

Back of the Envelope
From Communications of the ACM

Back of the Envelope

Back-of-the-envelope calculations are a powerful professional practice.

Science Is Not Another Opinion
From Communications of the ACM

Science Is Not Another Opinion

The issue is not who has the "truth," but whose claims deserve more credence.

Navigating in Real-Time Environments
From Communications of the ACM

Navigating in Real-Time Environments

An interview with Jim Selman.

Avalanches Make Us All Innovators
From Communications of the ACM

Avalanches Make Us All Innovators

Avalanches generate enormous breakdowns. The practices of innovation adoption may be just what you need to resolve them.

Technology Adoption
From Communications of the ACM

Technology Adoption

The S-shaped curve of technology adoption is a welcome recurrence in an otherwise chaotic adoption world.

Uncertainty
From Communications of the ACM

Uncertainty

Considering how to best navigate stability and randomness.

Navigating with Accelerating Technology Change
From Communications of the ACM

Navigating with Accelerating Technology Change

Mathematical tools such as S-curves locate inflection points in technology-accelerated social spaces; where we move next depends on our navigational skills.

The Computing Profession
From Communications of the ACM

The Computing Profession

Taking stock of progress toward a computing profession since this column started in 2001.

The Forgotten Engineer
From Communications of the ACM

The Forgotten Engineer

Engineering has been marginalized by the unhealthy belief that engineering is the application of science.

Multitasking Without Thrashing
From Communications of the ACM

Multitasking Without Thrashing

Lessons from operating systems teach how to do multitasking without thrashing.

Misconceptions About Computer Science
From Communications of the ACM

Misconceptions About Computer Science

Common misconceptions about computer science hinder professional growth and harm the identity of computing.

Learning to Learn
From Communications of the ACM

Learning to Learn

Do you get stuck when it is time to learn something new? Read this.

Software Quality
From Communications of the ACM

Software Quality

Software users are looking more and more for software that delights.

Why Our Theories of Innovation Fail Us
From Communications of the ACM

Why Our Theories of Innovation Fail Us

Until we moderate our fascination with creating ideas, we will not achieve the rate of innovations we seek.

'Surfing Toward the Future'
From Communications of the ACM

'Surfing Toward the Future'

A new report from Chile about improving economic competitiveness advances a novel interpretation of innovation. Timing is everything.
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