Communications of the ACM
From ACM Opinion
How to Do Machine Learning without an Army of Data Scientists
Machine learning is still harder than it needs to be, but there are tools that can help
From ACM Opinion
L. Peter Deutsch on the Fallacies of Distributed Computing
How relevant are the fallacies today?
From ACM Opinion
Embodied AI, Superintelligence, and the Master Algorithm
What will take us from potential to reality in the next 18 months?
From ACM Opinion
Low-Code Development Could Boost AI Adoption
Artificial intelligence is hard, but low-code options might make it much easier
From ACM Opinion
Why Artificial Intelligence Isn't Intelligent
The term "artificial intelligence" alone fuels confusion and hype, say some experts
From ACM Opinion
What Do Developers Want and Need from Secure Coding Training?
There is still confusion about the role developers play in software security
From ACM Opinion
But Is the Code (Re)usable?
It is crucial to guarantee the reproducibility of reported results, but don't forget to make research artifacts reusable for the scientific community
From ACM Opinion
How to Create Successful Developer Products
Interested in building software for developers? Follow these three design principles from Akita Software CEO Jean Yang.
From ACM Opinion
Governing AI Safety through Independent Audits
Governance of highly automated systems is critical to garner widespread public trust
From ACM Opinion
Artificial Intelligence and the Intelligence Community
The intelligence community's budget and acquisition processes rise to the top of the issues it must address before it can take full advantage of AI
From ACM Opinion
The Computer Scientist Training AI to Think With Analogies
Digital minds will never truly be like ours until they can make analogies.
From ACM Opinion
The U.S. Needs to Get Back in the Business of Making Chips
Pandemic-induced supply disruptions and competition from China pressuring U.S. companies to manufacture semiconductors at home.
From ACM Opinion
Improving Code Quality and Penetration Testing With DAST
Dynamic application security testing can provide developers with meaningful feedback loops.
From ACM Opinion
Why Machine Learning Can't Understand Human Language
While larger deep neural networks can incrementally improveme specific tasks, they aren't fit for general natural language understanding.
From ACM Opinion
Kubernetes Magic Is in Enterprise Standardization, Not App Portability
Kubernetes isn't going to magically make your applications portable, but it just might give you something even better.
From ACM Opinion
Building Artificial Intelligence: Reward Is Not Enough
Rewards are not enough to build artificial intelligence, says data scientist Herbert Roitblat, countering claims from a recent paper by DeepMind scientists.
From ACM Opinion
Non-Relational's Quiet Revolution in Databases
It's no longer exciting to talk about the rise of non-relational databases, but it's happening all the same.
From ACM Opinion
TinyML: What Is It and How Will It Change Machine Learning Best Practices?
TinyML will change machine-learning best practices by encouraging more developers to view it as a viable option.
From ACM Opinion
Faster Python Programming: How Developers Built Pyston and Where It Goes Next
Now in version 2.2, Pyston stakes its claim on the speed and performance of web applications.
From ACM Opinion