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   Biases in AI systems
Srinivasan R., Chander A. Communications of the ACM 64(8): 44-49, 2021.  Type: Article

As Srinivasan and Chander discuss, software packages and algorithms encounter many biases related to images on the web. This is then an article on computer application control, not human user control. Machine learning (ML) and artificial intellige...

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   ChatGPT is bullshit
Hicks M., Humphries J., Slater J. Ethics and Information Technology 26(2): 1-10, 2024.  Type: Article

As people around the world understand how large language models (LLMs) behave, more and more of us wonder why these models “hallucinate”--and what can be done to reduce it. Hicks et al.’s provocatively named paper is an exce...

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  Replication in requirements engineering: the NLP for RE case
Abualhaija S., Aydemir F., Dalpiaz F., DellAnna D., Ferrari A., Franch X., Fucci D. ACM Transactions on Software Engineering and Methodology 33(6): 1-33, 2024.  Type: Article

This paper presents a novel solution to a common problem: how to better share and replicate research....

3  
  Measuring GitHub Copilot's impact on productivity
Ziegler A., Kalliamvakou E., Li X., Rice A., Rifkin D., Simister S., Sittampalam G., Aftandilian E. Communications of the ACM 67(3): 54-63, 2024.  Type: Article

Artificial intelligence (AI)-powered coding assistants are transforming how developers write, debug, and optimize code. Leveraging machine learning and natural language processing (NLP), these tools offer real-time suggestions and autocomplete cod...

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  Effective software architecture: building better software faster
Goldman O., Pearson, Hoboken, NJ, 2024. 240 pp.  Type: Book (9780138249328)

With the enormous strides in digitalization across the world, processes are moving to the online world. As more processes come online, the complexity of the resulting software increases and the ability to connect a variety of other softwares becom...

5  
  Life as no one knows it: the physics of life’s emergence
Walker S., Penguin Random House,  New York, NY, 2024. 272 pp.  Type: Book (9780593191897)

Sara Walker’s Life as no one knows it arrives on the heels of extensive media coverage and promotional efforts that have catapulted it into bestseller status. I approached this book with a sense of anticipation, especially eager to ex...

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   Diversity, equity, and inclusion in artificial intelligence: an evaluation of guidelines
Cachat-Rosset G., Klarsfeld A. Applied Artificial Intelligence 37(1): 1-1, 2023.  Type: Article

In her book The age of surveillance capitalism [1], Shoshana Zuboff asks: “Are we all going to be working for a smart machine, or will we have smart people around the machine?”...

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   Large language models: a deep dive: bridging theory and practice
Kamath U., Keenan K., Somers G., Sorenson S., Springer International Publishing, Cham, Switzerland, 2024. 495 pp.  Type: Book (9783031656460)

Large language models (LLMs) represent a groundbreaking advancement in natural language processing (NLP), enabling unprecedented capabilities in text generation, understanding, and context comprehension. Their potential extends across various doma...

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  AI and the law: a practical guide to using artificial intelligence safely
Borovick H., Apress,  New York, NY, 2024. 240 pp.  Type: Book (9798868803994)

The title suggests an encouraging exploration of an actual topic, though the depth and rigor of the legal approach may not live up to the promises....

9  
   Stochastic approximation: a dynamical systems viewpoint (2nd ed.)
Borkar V., Springer International Publishing, Singapore, 2024. 273 pp.  Type: Book (9789819982769)

Borkar’s Stochastic approximation: a dynamical systems viewpoint provides a deep mathematical treatment of stochastic approximation (SA) methods, making it a valuable resource for researchers and graduate students in applied mathemati...

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