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A systematic literature review on automated software vulnerability detection using machine learning
Harzevili N., Belle A., Wang J., Wang S., Jiang Z., Nagappan N. ACM Computing Surveys 57(3): 1-36, 2025. Type: Article
Software vulnerabilities pose a critical security risk, allowing attackers to exploit weaknesses in code. Traditional detection methods, such as static and dynamic analysis, often produce high false positives and struggle with scalability. Machine...
Apr 21 2025
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...
Apr 14 2025
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?”...
Apr 7 2025
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...
Mar 31 2025
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...
Mar 24 2025
Human + machine: reimagining work in the age of AI (updated and expanded)
Daugherty P., Wilson H., Harvard Business Review Press, Boston, MA, 2024. 264 pp. Type: Book (978-1-633693-86-9)
In the words of physicist David Bohm: “Thought creates the world and then says, ‘I didn’t do it.’”...
Mar 17 2025
The Cambridge handbook of computational cognitive sciences (2nd ed.)
Sun R. (ed), CAMBRIDGE UNIVERISTY PRESS, Cambridge, UK, 2023. 900 pp. Type: Book (1108485073)
This volume is a revision and expansion of the editor’s 2008
Cambridge handbook of computational psychology
[1]. Like that volume, it consists of a series of survey articles (38 in this incarnation, compared with 26 in the previous ed...
Mar 10 2025
A disruptive research playbook for studying disruptive innovations
Storey M., Russo D., Novielli N., Kobayashi T., Wang D. ACM Transactions on Software Engineering and Methodology 33(8): 1-29, 2024. Type: Article
This paper introduces a novel tool, useful for high-level analysis of innovation in software engineering and long-term impacts on the software engineering community. The authors call it a “playbook” to distinguish it from yet another s...
Mar 3 2025
Mapping the ethics of generative AI: a comprehensive scoping review
Hagendorff T. Minds and Machines 34(4): 39-39, 2024. Type: Article
The advent of generative artificial intelligence (GenAI) has seen much debate in academic and professional circles of late, as well as significant hype in public media and heated discussion on social media. Much of this attention has been negative...
Feb 24 2025
Raising robots to be good: a practical foray into the art and science of machine ethics
Raper R., Springer International Publishing, Cham, Switzerland, 2024. 97 pp. Type: Book (9783031750359), Reviews: (1 of 2)
To quote T. S. Eliot’s “The Waste Land” [1]: “HURRY UP PLEASE ITS TIME.”...
Feb 17 2025
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