Artificial Intelligence and Machine Learning – Page 12

Research and Advances Feb 1 2023

Technical Perspective: Beautiful Symbolic Abstractions for Safe and Secure Machine Learning

"Proving Data-Poisoning Robustness in Decision Trees," by Samuel Drews et al., addresses the challenge of processing an intractably large set of trained models when enumeration is infeasible in a clean, beautiful, and elegant manner.

Martin Vechev

Opinion Feb 1 2023

On QR Codes and Safety

The QR code, a convenient mechanism for delivering digital information to a reader, does not come with any human-readable way to ascertain safety. You have no way to tell whether it is potentially malicious.

Vinton G. Cerf

News Jan 31 2023

Why the Simplex Method, at Age 75, is Still the Go-To Algorithm

Daniel A. Spielman and colleague Shang-hua Teng solved the mystery of the Simplex Method using a technique called smoothed analysis.

Allyn Jackson | Commissioned by CACM Staff

BLOG@CACM Jan 23 2023

ChatGPT in Computer Science Education

Asked "How will ChatGPT influence computer science education?" teachers barely addressed the threats it poses.

Orit Hazzan

BLOG@CACM Jan 10 2023

Large Language Models like ChatGPT say The Darnedest Things

ChatGPT makes the same kinds of mistakes its predecessors did. What can and should we do about it?

Gary Marcus and Ernest Davis

News Jan 5 2023

Computers Aid Dentistry

Small-scale CAD/CAM tools are among the high-tech capabilities being added to the arsenals of increasingly digital dentists.

Jake Widman | Commissioned by CACM Staff

BLOG@CACM Jan 4 2023

What to Expect When You’re Expecting … GPT-4

What comes after ChatGPT? Seven predictions for 2023.

Gary Marcus

BLOG@CACM Jan 3 2023

The ChatAlgebra Educational Revolution

We need a ChatAlgebra revolution to reduce the gatekeeping role of the traditional Algebra course, to ameliorate the student suffering associated with the traditional mathematical sequence, to overcome inequitable results, and to free up the curricular space devoted to Algebra for the things students now need to learn. Using the newly free time, we could enable a more diverse body of students to become engaged and proficient in computer science and data science skills.

Jeremy Roschelle

BLOG@CACM Jan 3 2023

Is ChatGPT Really a ‘Code Red’ for Google Search?

Maybe not.

Gary Marcus

BLOG@CACM Jan 3 2023

Inorganic Growth In Tech: Getting Shredded with Acquisitions

Acquisitions happen quite often in the tech industry and are far more complicated to pull off successfully than popping a pill.

Doug Meil

Research and Advances Jan 1 2023

ACE: Toward Application-Centric, Edge-Cloud, Collaborative Intelligence

Constructing a unified platform for the scalable, reliable, robust, and efficient development and deployment of ECCI applications.

bright light behind a row of computer servers, illustration

Research and Advances Jan 1 2023

Democratizing Domain-Specific Computing

Creating a programming environment and compilation flow that empowers programmers to create their own DSAs efficiently and affordably on FPGAs.

FPGA initials on top of a 3D block of circuitry

Research and Advances Jan 1 2023

A Linearizability-based Hierarchy for Concurrent Specifications

Two linearizability-style correctness conditions that can be used to argue safety properties of progressively more concurrent behaviors of objects.

Armando Castañeda, Sergio Rajsbaum, and Michel Raynal

Careers Jan 1 2023

A Computer Scientist with a Biologist’s Ambition: Advance Humanity

I became a computer science student without ever having seen a computer before.

Michelle Zhou

Jan 1 2023

Making AI Fair, and How to Use It

Marc Rotenberg looks at how an early AI study led to the 1974 Privacy Act, while Jeremy Roschelle considers different aspects of human-centric AI.

Marc Rotenberg and Jeremy Roschelle

News Jan 1 2023

Making Traffic a Thing of the Past

New AI technologies are making it possible to autonomously reduce traffic.

Logan Kugler

birdseye view of traffic on a roadway, illustration

Practice Jan 1 2023

Distributed Latency Profiling through Critical Path Tracing

CPT can provide actionable and precise latency analysis.

Brian Eaton, Jeff Stewart, Jon Tedesco, and N. Cihan Tas

BLOG@CACM Dec 24 2022

Observation of Bias

It may not be that obvious, but it's observable.

Robin K. Hill

BLOG@CACM Dec 12 2022

AI’s Jurassic Park Moment

New systems like chatGPT are enormously entertaining, and even mind-boggling, but also unreliable, and potentially dangerous.

Gary Marcus

Dec 1 2022

Is Having AI Generate Text Cheating?

Carlos Baquero on whether using artificial intelligence provides an unfair advantage to writers.

Carlos Baquero

News Dec 1 2022

Preserving the Past with Immersive Technologies

Digital technologies such as virtual reality, augmented reality, and holograms allow museums and other institutions to preserve historical events and tell stories in an engaging way.

Esther Shein

demonstration of the Skin & Bones app on a tablet computer

News Dec 1 2022

Swarm Robotics Moves Forward

Drawing inspiration from nature to enable complex behaviors.

Samuel Greengard

News Dec 1 2022

Quantum Computers and the Universe

Ideas for quantum computing change the way we think about space and time.

Don Monroe

quantum computing visual representation, illustration

Research and Advances Dec 1 2022

Producing Competent HPC Graduates

Employers seek recruits who can apply the knowledge, skill, and culture they acquire in college to solve problems as soon as they enter the workforce.

Juan Chen, Sheikh Ghafoor, and John Impagliazzo

woman pointing to a computer display of a seated male

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