Friday, December 15, 2023

Weekly Review 15 December 2023

Some interesting links that I Tweeted about in the last week (I also post these on MastodonThreadsNewsmast and Post): 

  1. I remember playing the first, freeware episode of Doom all the way through in one evening, with a broken finger. That's how addictive Doom was, and it launched 30 years ago: https://www.extremetech.com/gaming/doom-at-30-a-revolution-in-pc-gaming
  2. A technique for visualising where neural networks make mistakes: https://spectrum.ieee.org/ai-mistakes
  3. It seems to me that it's not so much that AI is creating a crisis in science, as that the people using the algorithms are not sufficiently knowledgeable of them to avoid their problems: https://www.nature.com/articles/d41586-023-03817-6
  4. If you are using any social network, you are probably providing free training data for their AI: https://www.extremetech.com/internet/meta-trained-its-new-ai-image-generator-on-a-billion-of-your-facebook-instagram
  5. It might be plagiarism free (it isn't, it's trained on others' work) but it's still cheating for a student to use an AI to write their essays: https://dataconomy.com/2023/12/04/what-is-lunchbreak-ai-and-how-to-use-it/
  6. Despite the widespread use of generative AI, students still need to learn how to write: https://www.insidehighered.com/opinion/views/2023/12/08/ai-wont-replace-writing-instruction-opinion
  7. Honestly, I'm glad they are breaking up Te Pukenga, combining all of the polytechs under one structure was a pretty dumb idea. But I would have thought that the new government would at least have some idea of what to replace it with: https://www.rnz.co.nz/news/national/504134/te-pukenga-halts-transformation-amid-new-instructions-from-government
  8. Since generative AI has only really been widely available for the last year, even 10% of organisations launching software using it is quite a lot. Investing in employee skills and knowledge will help other organisations to catch up: https://www.datanami.com/2023/12/08/only-10-percent-of-organizations-launched-genai-solutions-in-2023-according-to-an-intel-company/
  9. Code generated by AI can make developers more productive-or at least feel that they are-but the generated code has some real security problems: https://devclass.com/2023/12/05/ai-assistants-write-insecure-code-that-humans-trust-too-much-snyk-survey-finds/
  10. I honestly thought Purple Llama was a satire, rather than a set of tools for safety in AI: https://www.theregister.com/2023/12/07/meta_purple_llama_project/
  11. Big AI requires big infrastructure, and that means that only the big tech companies can do it. And quite a few of them are using your data to build their models: https://www.technologyreview.com/2023/12/05/1084393/make-no-mistake-ai-is-owned-by-big-tech/
  12. How machine learning has helped to identify "parts of speech" in whale song: https://www.vice.com/en/article/4a35kp/scientists-have-reported-a-breakthrough-in-understanding-whale-language
  13. A billion lines of Copilot-suggested code is now in the wild. With the security problems that AI generated code contains, this is a bit concerning: https://www.technologyreview.com/2023/12/06/1084457/ai-assistants-copilot-changing-code-software-development-github-openai/
  14. Experimental evidence that large language model AI encapsulate human biases: https://www.nature.com/articles/d43978-023-00176-8
  15. How AI could actually make the world a better place: https://www.datasciencecentral.com/a-different-ai-scenario-ai-and-justice-in-a-brave-new-world-part-1/
  16. Using generated images to train classifiers gives less biased models: https://spectrum.ieee.org/ai-art-generator-smarter-inference
  17. So Google faked parts of the demo of Gemini. How many other AI companies have also faked demos, as other tech companies do? https://techcrunch.com/2023/12/07/googles-best-gemini-demo-was-faked/ 
  18. Now Amazon is launching its own AI assistant: https://www.datanami.com/2023/11/28/amazon-launches-ai-assistant-amazon-q/
  19. Another article about AI that reads like it was written by one, this time on forecasting in business: https://www.datasciencecentral.com/harness-the-power-of-an-ai-powered-forecasting-model-to-revitalize-your-business/
  20. "Most people will have to wait for the full experience" of Google Gemini. Hopefully by then, they will have fixed the parts they had to fake in the demo: https://www.technologyreview.com/2023/12/06/1084471/google-deepminds-new-gemini-model-looks-amazing-but-could-signal-peak-ai-hype/
  21. Apple released their own machine learning toolkit: https://www.computerworld.com/article/3711408/apple-launches-mlx-machine-learning-framework-for-apple-silicon.html
  22. The European Union agrees to make laws regulating AI: https://www.theguardian.com/world/2023/dec/08/eu-agrees-historic-deal-with-worlds-first-laws-to-regulate-ai
  23. More on the EU rules around AI: https://www.theverge.com/2023/12/8/23991850/eu-ai-act-artificial-intelligence-regulation-provisional-deal-law-brussels
  24. How AI can contribute to business process improvement: https://hbr.org/2023/11/how-ai-fits-into-lean-six-sigma
  25. How to build personalised ChatGPT: https://www.kdnuggets.com/personalized-ai-made-simple-your-no-code-guide-to-adapting-gpts
  26. ChatGPT at the application layer of technology stacks: https://techcrunch.com/2023/12/09/system-of-intelligence-generative-ai-at-the-app-layer/

Some AI Conferences in 2024

Some AI conferences being run in 2024 are below:

2024 IEEE International Conference on Development and Learning (IEEE ICDL 2024)
20-23 May 2024
General chair: Chen Yu
 
2024 IEEE Evolving and Adaptive Intelligent Systems Conference (IEEE EAIS 2024)
23-24 May 2024
General Chairs: Jose Iglesias and Rashmi Baruah
 
2024 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (IEEE CIVEMSA 2024)
15-15 June 2024
General Chairs: Yong Hu, Xiaodong Zhang and Yi Zhang
 
2024 IEEE International Conference on Artificial Intelligence (IEEE CAI 2024)
25-27 June 2024
General Chairs: Ivor Tsang, Ong Yew Soon, Hussein Abbass
Website: https://ieeecai.org/2024/
 
2024 IEEE World Congress on Computational Intelligence (IEEE WCCI 2024)
30 June – 5 July 2024
General Chairs: Akira Hirose, Hisao Ishibuchi
 
2024 IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology (IEEE CIBCB 2024)
27-29 August 2024
General Chairs: Renan Moioli

Thursday, December 14, 2023

IEEE Transactions on Neural Networks and Learning Systems, Volume 34, Issue 11, December 2023

Author(s): Alysa Ziying Tan, Han Yu, Lizhen Cui, Qiang Yang
Pages: 9587 - 9603

Author(s): Yang Tang, Chaoqiang Zhao, Jianrui Wang, Chongzhen Zhang, Qiyu Sun, Wei Xing Zheng, Wenli Du, Feng Qian, Jürgen Kurths
Pages: 9604 - 9624

Author(s): Junbo Wang, Amitangshu Pal, Qinglin Yang, Krishna Kant, Kaiming Zhu, Song Guo
Pages: 9625 - 9642

Author(s): Xiaofeng Wang, Leyan Shi, Jun Liu, Minglu Zhang
Pages: 9643 - 9656

Author(s): Likun Xia, Yuan Feng, Ziheng Guo, Jinhong Ding, Yanlei Li, Yifan Li, Ming Ma, Guoxi Gan, Yehan Xu, Jingyu Luo, Zhiping Shi, Yong Guan
Pages: 9657 - 9670

Author(s): Zhi-Hong Deng, Chang-Dong Wang, Ling Huang, Jian-Huang Lai, Philip S. Yu
Pages: 9671 - 9684

Author(s): Weizhao Song, Jian Feng, Huaguang Zhang, Wei Wang
Pages: 9685 - 9699

Author(s): Yi Lin, Fei Fan, Jianwei Zhang, Jizhe Zhou, Peixi Liao, Hu Chen, Zhenhua Deng, Yi Zhang
Pages: 9700 - 9712

Author(s): Sangmin Woo, Junhyug Noh, Kangil Kim
Pages: 9713 - 9726

Author(s): Xiao-Hu Zhou, Xiao-Liang Xie, Shi-Qi Liu, Zhen-Liang Ni, Yan-Jie Zhou, Rui-Qi Li, Mei-Jiang Gui, Chen-Chen Fan, Zhen-Qiu Feng, Gui-Bin Bian, Zeng-Guang Hou
Pages: 9727 - 9741

Author(s): Zhi Wang, Chunlin Chen, Daoyi Dong
Pages: 9742 - 9756

Author(s): Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch
Pages: 9757 - 9770

Author(s): Hongjing Liang, Zhixu Du, Tingwen Huang, Yingnan Pan
Pages: 9771 - 9782

Author(s): Lunke Fei, Shuping Zhao, Wei Jia, Bob Zhang, Jie Wen, Yong Xu
Pages: 9783 - 9794

Author(s): Lidan Liang, Jun Cheng, Jinde Cao, Zheng-Guang Wu, Wu-Hua Chen
Pages: 9795 - 9805

Author(s): Zheheng Jiang, Zhihua Liu, Long Chen, Lei Tong, Xiangrong Zhang, Xiangyuan Lan, Danny Crookes, Ming-Hsuan Yang, Huiyu Zhou
Pages: 9806 - 9820

Author(s): Hong Cheng, Xiucai Huang, Hongwei Cao
Pages: 9821 - 9831

Author(s): Chang Liu, Yuan Yao, Dezhao Luo, Yu Zhou, Qixiang Ye
Pages: 9832 - 9846

Author(s): Yushuo Guan, Ning Liu, Pengyu Zhao, Zhengping Che, Kaigui Bian, Yanzhi Wang, Jian Tang
Pages: 9847 - 9858

Author(s): Jie Chen, Shouzhen Chen, Mingyuan Bai, Jian Pu, Junping Zhang, Junbin Gao
Pages: 9859 - 9873

Author(s): Derek W. Orbaugh Antillon, Christopher R. Walker, Samuel Rosset, Iain A. Anderson
Pages: 9874 - 9886

Author(s): Hong Xie, Qiao Tang, Qingsheng Zhu
Pages: 9887 - 9899

Author(s): Bin Kang, Dong Liang, Junxi Mei, Xiaoyang Tan, Quan Zhou, Dengyin Zhang
Pages: 9900 - 9911

Author(s): Guangzhe Liu, Ke Zhang, Meibo Lv
Pages: 9912 - 9924

Author(s): Tiantian Zhang, Xueqian Wang, Bin Liang, Bo Yuan
Pages: 9925 - 9939

Author(s): Ning Xu, Jia-Yu Li, Yun-Peng Liu, Xin Geng
Pages: 9940 - 9951

Author(s): Zhen Wang, Liu Liu, Yiqun Duan, Dacheng Tao
Pages: 9952 - 9965

Author(s): Yong Feng, Zijun Liu, Jinglong Chen, Haixin Lv, Jun Wang, Xinwei Zhang
Pages: 9966 - 9980

Author(s): Lin Xiao, Wenqian Huang, Xiaopeng Li, Fuchun Sun, Qing Liao, Lei Jia, Jichun Li, Sai Liu
Pages: 9981 - 9991

Author(s): Andri Ashfahani, Mahardhika Pratama
Pages: 9992 - 10003

Author(s): Mingxuan Sun, Shengxiang Zou
Pages: 10004 - 10017

Author(s): Zhijia Zhao, Jian Zhang, Zhijie Liu, Chaoxu Mu, Keum-Shik Hong
Pages: 10018 - 10027

Author(s): Qiya Song, Bin Sun, Shutao Li
Pages: 10028 - 10038

Author(s): Han Liu, Yangyang Guo, Jianhua Yin, Zan Gao, Liqiang Nie
Pages: 10039 - 10050

Author(s): Tongtong Su, Jinsong Zhang, Zhaoyang Yu, Gang Wang, Xiaoguang Liu
Pages: 10051 - 10064

Author(s): Yunxia Lin, Songcan Chen
Pages: 10065 - 10078

Author(s): Ye Zhou
Pages: 10079 - 10090

Author(s): Bojun Jia, Yanjun Zhang
Pages: 10091 - 10104

Author(s): Yuanyuan Xu, Tieshan Li, Yue Yang, Qihe Shan, Shaocheng Tong, C. L. Philip Chen
Pages: 10105 - 10115

Author(s): Tingting Zhai, Hao Wang
Pages: 10116 - 10129

Author(s): Lina Wang, Jiayang Liu, Yang Liu, Weihua Gui
Pages: 10130 - 10140

Author(s): Xiaoling Luo, Hong Qu, Yuchen Wang, Zhang Yi, Jilun Zhang, Malu Zhang
Pages: 10141 - 10153

Author(s): Yan Zhang, Jian Guo, Zhengrong Xiang
Pages: 10154 - 10163

Author(s): Bin Wu, Xiangnan He, Qi Zhang, Meng Wang, Yangdong Ye
Pages: 10164 - 10177

Author(s): Chunsheng Liu, Tao Wu, Zhifei Li, Tao Ma, Jun Huang
Pages: 10178 - 10192

Author(s): Han Wang, Yang Yu, Yuan Jiang
Pages: 10193 - 10202

Author(s): Yu-Jie Zheng, Si-Bao Chen, Chris H. Q. Ding, Bin Luo
Pages: 10203 - 10212

Author(s): Daheng Wang, Tong Zhao, Wenhao Yu, Nitesh V. Chawla, Meng Jiang
Pages: 10213 - 10224

Author(s): Zhe Chen, Xiao-Jun Wu, Tianyang Xu, Josef Kittler
Pages: 10225 - 10239

Author(s): Jintao Huang, Chi-Man Vong, C. L. Philip Chen, Yimin Zhou
Pages: 10240 - 10253

Author(s): Qiang Yu, Jialu Gao, Jianguo Wei, Jing Li, Kay Chen Tan, Tiejun Huang
Pages: 10254 - 10265

Author(s): Sijie Niu, Kun Gao, Pengfei Ma, Xizhan Gao, Hui Zhao, Jiwen Dong, Yuehui Chen, Dinggang Shen
Pages: 10266 - 10278

Author(s): Guowang Du, Lihua Zhou, Kevin Lü, Hao Wu, Zhimin Xu
Pages: 10279 - 10293

Author(s): Qing Wang, Weiping Liu, Xiumei Wang, Xinghong Chen, Guannan Chen, Qingxiang Wu
Pages: 10294 - 10308

Author(s): Hongchen Tan, Xiuping Liu, Baocai Yin, Xin Li
Pages: 10309 - 10323

Author(s): Jiaming Xu, Yu Liu
Pages: 10324 - 10333

Author(s): Davide Bacciu, Danilo Numeroso
Pages: 10334 - 10345

Author(s): Chengjie Huang, Zhi Liu, C. L. Philip Chen, Yun Zhang
Pages: 10346 - 10358

Author(s): Haichuan Gao, Zhile Yang, Tian Tan, Tianren Zhang, Jinsheng Ren, Pengfei Sun, Shangqi Guo, Feng Chen
Pages: 10359 - 10373

Author(s): Yuang Jiang, Shiqiang Wang, Víctor Valls, Bong Jun Ko, Wei-Han Lee, Kin K. Leung, Leandros Tassiulas
Pages: 10374 - 10386

Author(s): Guohuai Lin, Hongyi Li, Choon Ki Ahn, Deyin Yao
Pages: 10387 - 10397

Author(s): Jingyao Zhang, Deyuan Meng
Pages: 10398 - 10407

Author(s): Christiam F. Frasser, Pablo Linares-Serrano, Iván Díez de los Ríos, Alejandro Morán, Erik S. Skibinsky-Gitlin, Joan Font-Rosselló, Vincent Canals, Miquel Roca, Teresa Serrano-Gotarredona, Josep L. Rosselló
Pages: 10408 - 10418

Author(s): Minjing Dong, Chang Xu
Pages: 10419 - 10432

Author(s): Nan Zhou, Kup-Sze Choi, Badong Chen, Yuanhua Du, Jun Liu, Yangyang Xu
Pages: 10433 - 10446

Author(s): Zhen Gao, Yujuan Wang
Pages: 10447 - 10457

Author(s): Shanrong Lin, Xiwei Liu
Pages: 10458 - 10472

Author(s): Susan Wei, Daniel Murfet, Mingming Gong, Hui Li, Jesse Gell-Redman, Thomas Quella
Pages: 10473 - 10486

Author(s): Hai Wang, Xingyi Long, Xue-Xin Liu
Pages: 10487 - 10501

Author(s): Wei Li, Jinlin Chen, Zhenyu Wang, Zhidong Shen, Chao Ma, Xiaohui Cui
Pages: 10502 - 10515

Author(s): Tiancheng Wen, Zhonggan Ding, Yongqiang Yao, Yaxiong Wang, Xueming Qian
Pages: 10516 - 10527

Author(s): Yawen Zeng, Yiru Wang, Dongliang Liao, Gongfu Li, Weijie Huang, Jin Xu, Da Cao, Hong Man
Pages: 10528 - 10537

Author(s): Mingjin Zhang, Jingwei Xin, Jing Zhang, Dacheng Tao, Xinbo Gao
Pages: 10538 - 10551

Author(s): Hongxin Wei, Renchunzi Xie, Lei Feng, Bo Han, Bo An
Pages: 10552 - 10562

Author(s): Yifei Xu, Jianwen Xie, Tianyang Zhao, Chris Baker, Yibiao Zhao, Ying Nian Wu
Pages: 10563 - 10577

Author(s): Shengbo Wang, Shiping Wen, Yin Yang, Kaibo Shi, Tingwen Huang
Pages: 10578 - 10588

Author(s): Tian Wang, Jiahui Chen, Jinhu Lü, Kexin Liu, Aichun Zhu, Hichem Snoussi, Baochang Zhang
Pages: 10589 - 10599

Author(s): Juntao Fei, Zhe Wang, Qi Pan
Pages: 10600 - 10611

Author(s): Masaki Ikuta, Jun Zhang
Pages: 10612 - 10625

Author(s): Xuan Geng, Yahong Rosa Zheng
Pages: 10626 - 10637

Author(s): Guanyu Gao, Yonggang Wen, Dacheng Tao
Pages: 10638 - 10652

Author(s): Qi Zhang, Antoni B. Chan
Pages: 10653 - 10667

Author(s): Zina Li, Yao Wang, Qian Zhao, Shijun Zhang, Deyu Meng
Pages: 10668 - 10682

Author(s): Jianhua Zhao, Xuan Ma, Lei Shi, Zhen Wang
Pages: 10683 - 10697

Author(s): Minh N. H. Nguyen, Shashi Raj Pandey, Tri Nguyen Dang, Eui-Nam Huh, Nguyen H. Tran, Walid Saad, Choong Seon Hong
Pages: 10698 - 10710

Author(s): Tian Xie, Chaoyang He, Xiang Ren, Cyrus Shahabi, C.-C. Jay Kuo
Pages: 10711 - 10723

Author(s): Xiaokai Liu, Xiang Liu, Gang Li, Sheng Bi
Pages: 10724 - 10736

Author(s): Sukru Burc Eryilmaz, Aysegul Dundar
Pages: 10737 - 10746

Author(s): Changda Xing, Yuhua Cong, Chaowei Duan, Zhisheng Wang, Meiling Wang
Pages: 10747 - 10761

Author(s): Tianjun Wei, Tommy W. S. Chow, Jianghong Ma
Pages: 10762 - 10774

Author(s): Yunfei He, Dengcheng Yan, Wenxin Xie, Yiwen Zhang, Qiang He, Yun Yang
Pages: 10775 - 10788

Author(s): Liuliu Zhang, Lingchen Zhu, Changchun Hua, Cheng Qian
Pages: 10789 - 10801

Author(s): Zhenhua Deng, Yangyang Liu
Pages: 10802 - 10811

Author(s): Chunmian Lin, Daxin Tian, Xuting Duan, Jianshan Zhou, Dezong Zhao, Dongpu Cao
Pages: 10812 - 10822

Author(s): Junjie Wang, Wei Li, Yunhao Gao, Mengmeng Zhang, Ran Tao, Qian Du
Pages: 10823 - 10837

Author(s): Yiliang Li, Jun-e Feng, Xiaodi Li, Shengyuan Xu
Pages: 10838 - 10850

Author(s): Pengfei Zhu, Jialu Li, Yu Wang, Bin Xiao, Shuai Zhao, Qinghua Hu
Pages: 10851 - 10863

Author(s): Dongdong Qin, Andong Liu, Jianming Xu, Wen-An Zhang, Li Yu
Pages: 10864 - 10874

Author(s): Baojin Huang, Zhongyuan Wang, Kui Jiang, Qin Zou, Xin Tian, Tao Lu, Zhen Han
Pages: 10875 - 10888

Author(s): Chuan Luo, Sizhao Wang, Tianrui Li, Hongmei Chen, Jiancheng Lv, Zhang Yi
Pages: 10889 - 10903

Author(s): Qi Lang, Xiaodong Liu, Wenjuan Jia
Pages: 10904 - 10918

Author(s): Yinyan Zhang, Jilian Zhang, Jian Weng
Pages: 10919 - 10929

Author(s): Xiao Peng Li, Zhang-Lei Shi, Chi-Sing Leung, Hing Cheung So
Pages: 10930 - 10943

Author(s): Bo Zhao, Yongwei Zhang, Derong Liu
Pages: 10944 - 10954

Author(s): Ce Ju, Cuntai Guan
Pages: 10955 - 10969

Author(s): Wen Sun, Biwen Li, Wanli Guo, Shiping Wen, Xiaoqun Wu
Pages: 10970 - 10979

Author(s): Zichen He, Lu Dong, Chunwei Song, Changyin Sun
Pages: 10980 - 10992

Author(s): Denis Kleyko, Geethan Karunaratne, Jan M. Rabaey, Abu Sebastian, Abbas Rahimi
Pages: 10993 - 10998

Author(s): Naoya Onizawa, Kota Katsuki, Duckgyu Shin, Warren J. Gross, Takahiro Hanyu
Pages: 10999 - 11005

Author(s): Shengxi Li, Danilo Mandic
Pages: 11006 - 11012

Author(s): Yingying Liu, Zhanshan Wang, Yuan Wang
Pages: 11013 - 11020

Author(s): Tianhao Gu, Zhe Wang, Xinlei Xu, Dongdong Li, Hai Yang, Wenli Du
Pages: 11021 - 11028

Author(s): Song Zhu, Yu Gao, Yuxin Hou, Chunyu Yang
Pages: 11029 - 11034


Saturday, December 9, 2023

Upcoming Journal Special Issue Deadlines

Some upcoming journal special issues and deadlines:

Friday, December 8, 2023

Weekly Review 8 December 2023

Some interesting links that I Tweeted about in the last week (I also post these on MastodonThreadsNewsmast and Post): 

  1. More cuts in New Zealand universities, and this new right-wing Frankenstein's Monster of a government isn't going to do a damn thing to help: https://www.stuff.co.nz/national/education/301017113/massey-university-entering-academic-equivalent-of-an-ice-age 
  2. A better way of developing AI? Fighting against the biases and ethical issues in standard data sets: https://spectrum.ieee.org/joy-buolamwini 
  3. Seven different points of view on how ChatGPT and generative AI has impacted science and science education: https://www.nature.com/articles/d41586-023-03798-6
  4. AI written articles attributed to authors with AI generated head shots. When will they come up with an AI editor that fixes the egregious errors in the generated articles? https://futurism.com/sports-illustrated-ai-generated-writers 
  5. I would not trust AI with such life-and-death decisions as generating target lists: https://www.theguardian.com/world/2023/dec/01/the-gospel-how-israel-uses-ai-to-select-bombing-targets 
  6. An AI model claims that volcanic eruptions - the formation of the Deccan Traps - was enough to doom the dinosaurs, with the Chicxulub meteorite not being necessary: https://www.extremetech.com/science/ai-model-decides-volcanoes-not-an-asteroid-killed-the-dinosaurs 
  7. One of the better explanations of local optima I've come across, and a problem that everyone who works with AI needs to be wary of: https://poisonedminds.com/d/20230816.html
  8. The Turing test is not very useful for determining whether an artificial intelligence is actually intelligent. Dolphins and elephants are undeniably intelligent, and self-aware, but they would all fail the Turing test: https://spectrum.ieee.org/turing-test
  9. On how Deep Learning and other AI can be used to segment and recognise cells in microscope images: https://www.nature.com/articles/d41586-023-03722-y 
  10. Artificial intelligence cannot replace the real world: https://www.thepress.co.nz/a/nz-news/350120085/why-i-think-ai-may-change-real-world-will-never-replace-it
  11. As a certain young law student is fond of telling me, international law is basically a bunch of pinky promises. The regulations around AI are just the same: https://www.informationweek.com/cyber-resilience/new-secure-ai-development-rules-are-historic-but-do-they-matter- 
  12. Focused, single-purpose AI models are still relevant: https://techcrunch.com/2023/12/01/good-old-fashioned-ai-remains-viable-in-spite-of-the-rise-of-llms/ 
  13. I'm quite certain that there will be executives in Hollywood who think that using AI to do everything with movies is a great way to go: https://poisonedminds.com/d/20230515.html
  14. The first (local) law written by ChatGPT has been passed. What's the quote from Frank Herbert about men with machines making other men slaves?https://www.theregister.com/2023/12/02/chatgpt_law_brazil/
  15. Five major issues with, and proposed fixes for, generative AI: https://www.datasciencecentral.com/generative-ai-five-major-issues-and-how-to-fix-them/ 
  16. I know pika are animals, but when I read about this I think of the disorder pica, not an AI video production system: https://dataconomy.com/2023/11/29/pika-ai-video-tool-pika-art-pika-1-0/ 
  17. More research on the energy usage, and carbon footprint, of generative AI models: https://www.technologyreview.com/2023/12/01/1084189/making-an-image-with-generative-ai-uses-as-much-energy-as-charging-your-phone/ 
  18. I teach A* to my first year algorithms students, and Q-learning to the second years. I an skeptical that combining them is going to produce meaningful breakthroughs in AI: https://www.computerworld.com/article/3711369/the-fear-and-hype-around-ai-is-overblown.html 
  19. How can we tell that an artificial intelligence is self-aware? We think it thinks, therefore it probably is? https://poisonedminds.com/d/20230526.html
  20. Modelling near-ground air temperature from ground temperate, as measured by satellite infrared cameras: https://spectrum.ieee.org/satellite-weather-map 
  21. A guide to choosing a large language model AI: https://www.datanami.com/2023/11/30/data-and-algorithms-the-building-blocks-of-artificial-intelligence/ 
  22. AI text summarisation tools. No, I don't use these to compose my posts: https://dataconomy.com/2023/11/29/10-best-summary-generators-to-summarize-any-text-online/ 
  23. How AI will impact supply chains and procurement management: https://www.technologyreview.com/2023/11/28/1083628/procurement-in-the-age-of-ai/ 
  24. Using an AI to posit new inorganic molecules, and a robot to make them: https://www.nature.com/articles/d41586-023-03745-5
  25. An attack technique to get ChatGPT to expose its training data: https://www.404media.co/google-researchers-attack-convinces-chatgpt-to-reveal-its-training-data/ 
  26. I don't think it's remote work that has led to fewer transformational papers, so much as the issues with the peer-review process: https://www.stuff.co.nz/science/301018006/remote-working-is-stifling-the-eureka-moment-in-science
  27. Some limits and the way forward for generative AI: https://innovate.ieee.org/innovation-spotlight/a-closer-look-at-generative-ai/ 
  28. Some ways in which artificial intelligence will impact scientific research: https://www.technologyreview.com/2023/07/05/1075865/eric-schmidt-ai-will-transform-science/ 

IEEE Transactions on Evolutionary Computation, Volume 27, Issue 6

Author(s): Huan Liu, JunQi Zhang, Peng Zu, MengChu Zhou
Pages: 1562 - 1574

Author(s): Jinyuan Zhang, Linjun He, Hisao Ishibuchi
Pages: 1575 - 1589

Author(s): Zixiao Pan, Ling Wang, Jie Zheng, Jing-Fang Chen, Xing Wang
Pages: 1590 - 1603

Author(s): Xinye Cai, Kang Wang, Yi Mei, Zhenhua Li, Jun Zhao, Qingfu Zhang
Pages: 1604 - 1617

Author(s): Ana Kostovska, Diederick Vermetten, Carola Doerr, Sašo Džeroski, Panče Panov, Tome Eftimov
Pages: 1618 - 1632

Author(s): Shaolin Wang, Yi Mei, Mengjie Zhang
Pages: 1633 - 1647

Author(s): Junkai Ji, Jin Zhou, Zhangfan Yang, Qiuzhen Lin, Carlos A. Coello Coello
Pages: 1648 - 1662

Author(s): Shanlin Jiang, Gary G. Yen, Zhenan He
Pages: 1663 - 1677

Author(s): Adetunji David Ajimakin, V. Susheela Devi
Pages: 1678 - 1689

Author(s): Yang Nan, Ke Shang, Hisao Ishibuchi, Linjun He
Pages: 1690 - 1704

Author(s): Fangfang Zhang, Yi Mei, Su Nguyen, Kay Chen Tan, Mengjie Zhang
Pages: 1705 - 1719

Author(s): Minyang Chen, Wei Du, Yang Tang, Yaochu Jin, Gary G. Yen
Pages: 1720 - 1734

Author(s): Binh Huynh Thi Thanh, Le Van Cuong, Ta Bao Thang, Nguyen Hoang Long
Pages: 1735 - 1749

Author(s): Yinan Guo, Guoyu Chen, Min Jiang, Dunwei Gong, Jing Liang
Pages: 1750 - 1764

Author(s): Haoran Gu, Handing Wang, Yaochu Jin
Pages: 1765 - 1779

Author(s): Li Yan, Wenlong Qi, Jing Liang, Boyang Qu, Kunjie Yu, Caitong Yue, Xuzhao Chai
Pages: 1780 - 1793

Author(s): Zhi-Hui Zhan, Jian-Yu Li, Sam Kwong, Jun Zhang
Pages: 1794 - 1808

Author(s): Maximilian Böther, Leon Schiller, Philipp Fischbeck, Louise Molitor, Martin S. Krejca, Tobias Friedrich
Pages: 1809 - 1821

Author(s): Yong Pang, Yitang Wang, Shuai Zhang, Xiaonan Lai, Wei Sun, Xueguan Song
Pages: 1822 - 1836

Author(s): Pei-Qiu Huang, Qingfu Zhang, Yong Wang
Pages: 1837 - 1850

Author(s): Yilin Fang, Fubo Liu, Miqing Li, Hao Cui
Pages: 1851 - 1865

Author(s): Petr Stodola, Jan Nohel
Pages: 1866 - 1880

Author(s): Xiao-Fang Liu, Xin-Xin Xu, Zhi-Hui Zhan, Yongchun Fang, Jun Zhang
Pages: 1881 - 1895

Author(s): Behrouz Ahadzadeh, Moloud Abdar, Fatemeh Safara, Abbas Khosravi, Mohammad Bagher Menhaj, Ponnuthurai Nagaratnam Suganthan
Pages: 1896 - 1911

Author(s): Ying Hou, Yilin Wu, Honggui Han
Pages: 1912 - 1925

Author(s): Jie Zhao, Kang Hao Cheong
Pages: 1926 - 1940

Author(s): Songbai Liu, Qiuzhen Lin, Jianqiang Li, Kay Chen Tan
Pages: 1941 - 1961

Author(s): Junchen Wang, Changhe Li, Sanyou Zeng, Shengxiang Yang
Pages: 1962 - 1975

Thursday, December 7, 2023

IEEE Transactions on Fuzzy Systems, Volume 31, Issue 12

Author(s): Tingting Gao, Tieshan Li, Yan-Jun Liu, Shaocheng Tong, Lei Liu
Pages: 4145 - 4157

Author(s): Xiaowei Gu, Plamen Angelov, Jungong Han, Qiang Shen
Pages: 4158 - 4169

Author(s): Changle Sun, Haitao Li
Pages: 4170 - 4179

Author(s): Keqiuyin Li, Jie Lu, Hua Zuo, Guangquan Zhang
Pages: 4180 - 4194

Author(s): Yan Zhang, Mohammed Chadli, Zhengrong Xiang
Pages: 4195 - 4204

Author(s): Zhaoyin Shi, Long Chen, Weiping Ding, Chuanbin Zhang, Yingxu Wang
Pages: 4205 - 4219

Author(s): Yiqun Liu, Guangming Zhuang, Xiangpeng Xie, Jianwei Xia
Pages: 4220 - 4234

Author(s): Fang Liu, Witold Pedrycz, Chao Zhang, Jie Yang, Wei Wu
Pages: 4235 - 4248

Author(s): Hu Li, Shuting Wang, Yuanlong Xie, Shiqi Zheng, Peng Shi
Pages: 4249 - 4261

Author(s): José Carlos R. Alcantud
Pages: 4262 - 4270

Author(s): Ruijie Liu, Engang Tian, Ying Yang
Pages: 4271 - 4284

Author(s): Zhaoyang Cuan, Da-Wei Ding, Yingying Ren, Xiao-Jian Li
Pages: 4285 - 4297

Author(s): Jiayue Sun, Xiyue Guo, Tao Yang, Huaguang Zhang, Tianyou Chai
Pages: 4298 - 4307

Author(s): Yezheng Wang, Zidong Wang, Lei Zou, Lifeng Ma, Hongli Dong
Pages: 4308 - 4320

Author(s): Maoguo Gong, Yue Zhao, Hao Li, A. K. Qin, Lining Xing, Jianzhao Li, Yiting Liu, Yuhao Liu
Pages: 4321 - 4335

Author(s): Weijie Ren, Shenghui Guo, Choon Ki Ahn
Pages: 4336 - 4349

Author(s): Lei Jia, Lin Xiao, Jianhua Dai, Yaonan Wang
Pages: 4350 - 4360

Author(s): Qianyu Shu, Xiaopeng Yang
Pages: 4361 - 4373

Author(s): Jing Wang, Zongjie Chen, Hao Shen, Jinde Cao, Leszek Rutkowski
Pages: 4374 - 4384

Author(s): Qianli Zhou, Witold Pedrycz, Yingying Liang, Yong Deng
Pages: 4385 - 4396

Author(s): Mengyuan Cui, Shaocheng Tong
Pages: 4397 - 4409

Author(s): Di Cui, Choon Ki Ahn, Zhengrong Xiang
Pages: 4410 - 4420

Author(s): Rupak Datta, Young Hoon Joo
Pages: 4421 - 4434

Author(s): Ziguang Wang, Hak Keung Lam, Aiwen Meng, Zhiquan Li
Pages: 4435 - 4446

Author(s): Yingxue Hou, Yan-Jun Liu, Li Tang, Shaocheng Tong
Pages: 4447 - 4458

Author(s): Zhuangbi Lin, Zhi Liu, Chun-Yi Su, Yaonan Wang, C. L. Philip Chen, Yun Zhang
Pages: 4459 - 4470

Author(s): Xinpeng Fang, Huijin Fan, Lei Liu, Bo Wang
Pages: 4471 - 4485

Author(s): Qifen Yang, Gang Han, Wanyi Gao, Zhenye Yang, Shuhua Zhu, Yuhui Deng
Pages: 4486 - 4500

Author(s): Yuanshuo Cheng, Mingwen Shao, Yecong Wan, Yuexian Liu, Huan Liu, Deyu Meng
Pages: 4501 - 4515

Author(s): Tengyu Yin, Hongmei Chen, Zhong Yuan, Jihong Wan, Keyu Liu, Shi-Jinn Horng, Tianrui Li
Pages: 4516 - 4528

Author(s): Zhaoyang You, Fang Wang, Xinyi Lu
Pages: 4529 - 4541

Author(s): Nikola K. Kasabov, Yongyao Tan, Maryam Doborjeh, Enmei Tu, Jie Yang, Wilson Goh, Jimmy Lee
Pages: 4542 - 4552

Tuesday, December 5, 2023

Programming languages for artificial intelligence 2023

Introduction

About 18 months ago I posted this article, where I reported on the results of a meta-analysis I had done on the popularity of different programming languages in AI. That analysis included articles across several years. In this update, I have restricted the analysis to articles published in 2023.

Methodology

Despite the restriction of articles published only in 2023, the data I used in this analysis came from 33 different articles. Each article was from a different author, to prevent duplication. Where several languages were ranked the same on the list, I recorded them as separate entries with the same rank.

I analysed the lists in three ways:

  1. The frequency at which a language appeared in the lists, regardless of position on the list;
  2. The median rank assigned to each language across all lists in which it appears, and;
  3. A weighted median rank, where the median rank of the language was weighted according to the frequency at which it appeared in lists. This corrects for outliers that were highly ranked on only a small number of lists.
Results

The lists were of varying lengths, the minimum was three and the maximum was 11. The most frequent list length was five, with a mean and median of seven. Below are the top ten ranked languages, for each analysis method.

  1. Python
  2. Java
  3. C++
  4. R
  5. JavaScript
  6. Lisp
  7. Julia
  8. Prolog
  9. Scala
  10. Haskell

  1. Python
  2. Java
  3. React
  4. Wolfram
  5. C++
  6. R
  7. JavaScript
  8. Lisp
  9. Matlab
  10. Julia

Note that this is only the median rank of languages, regardless of how frequently they are listed. This has the effect of pushing some languages, such as React, higher up the list than they would otherwise be. This is corrected by the weighted median rank.

  1. Python
  2. Java
  3. C++
  4. R
  5. JavaScript
  6. Lisp
  7. Julia
  8. Prolog
  9. Scala
  10. Haskell
As this listing accounts for both rankings of language, and the frequency at which the language appears in the articles, I consider this to be the most informative.



Friday, December 1, 2023

Weekly Review 1 December 2023

Some interesting links that I Tweeted about in the last week (I also post these on MastodonThreadsNewsmast and Post): 

  1. A brief(ish) summary of the Sam Altman saga at OpenAI: https://www.nzherald.co.nz/world/what-does-sam-altmans-firing-and-quick-reinstatement-mean-for-the-future-of-ai/KOIP6NE5HRDK7CYUV2J6LHICYY/
  2. More on the fallout and implications of the Sam Altman / OpenAI debacle: https://www.nature.com/articles/d41586-023-03700-4 
  3. There's nothing wrong with teaching Maori culture, or with wanting Maori and Pasifika kids to do better in education. But when New Zealand kids overall are slipping further down the international rankings, maybe prioritise English, maths and science? https://www.stuff.co.nz/national/education/301014381/damien-grant-our-education-system-is-constantly-failing-our-students
  4. When the code ChatGPT generates, is your code: https://spectrum.ieee.org/chatgpt-code
  5. The data sets used to generate facial recognition models lack diversity, especially of smaller populations like Polynesians. This is known. A biased data set will produce a biased AI. This also is known. Now it seems the general public are becoming more aware of this: https://www.nzherald.co.nz/kahu/maori-being-used-as-guinea-pigs-for-facial-recognition-tech-ethicist/L3UKTI5AT5BT7NFJD4CTAZJQOA/
  6. More jobs going from New Zealand universities. Just the outcome of a succession of governments that have failed to support higher education. https://www.rnz.co.nz/news/national/503209/all-the-jobs-likely-going-and-already-gone-from-new-zealand-s-universities-in-2023
  7. A framework for tuning the prompts used for generative AI: https://hbr.org/2023/11/improve-your-companys-use-of-ai-with-a-structured-approach-to-prompts 
  8. On how artificial intelligence is being used in art history-from detecting elements of style, to reconstructing lost works: https://www.nature.com/articles/d41586-023-03604-3
  9. How artificial intelligence and machine learning got to be so big at Facebook: https://www.technologyreview.com/2023/11/14/1083336/how-facebook-went-all-in-on-ai/
  10. Coca-Cola designed by AI is not something most people will want: https://www.stuff.co.nz/life-style/food-drink/301013178/newsable-i-tried-ai-coke-heres-what-it-tastes-like 
  11. Using AI and machine learning to improve estimates of rainfall: https://spectrum.ieee.org/weather-satellite 
  12. Online learning improves participation in higher education, especially for more marginalised groups. It does come with its own set of challenges, however: https://www.stuff.co.nz/pou-tiaki/133337278/online-learning-can-make-university-more-accessible-for-mori-report-finds
  13. Using AI to assist with the diagnosis, treatment and assessment of animal diseases: https://www.nzherald.co.nz/nz/its-a-rain-gauge-for-disease-an-otago-based-companys-ai-assisted-technology-has-a-trove-of-applications/WSUDJ4CE6FEVTBPUHNX5NH2WWQ/
  14. Are we now going to see an arms race between AI that generate fake data and AI that will detect fake data? https://www.nature.com/articles/d41586-023-03635-w 
  15. I wouldn't trust ChatGPT if it told me the sky is blue, I'm certainly not going to let it plot my data. But at least it will show you the Python code that generated the plot, so it's useful in that respect: https://www.kdnuggets.com/create-stunning-data-viz-in-seconds-with-chatgpt 
  16. Ultimately, AI is a tool. The danger with artificial intelligence is how people use it: https://www.theguardian.com/commentisfree/2023/nov/26/artificial-intelligence-harm-worry-about-people-control-openai
  17. An overview of machine learning and AI for microbiologists: https://www.nature.com/articles/s41579-023-00984-1
  18. Why does this article on the safety of artificial intelligence read like it was written by an AI? https://www.datasciencecentral.com/why-generative-ai-safety-research-is-beyond-alignment/
  19. How to use the new AI features in YouTube: https://dataconomy.com/2023/11/22/youtube-ai-features-and-how-to-use-them/ 
  20. Apple seems to have a bit more in the way of ethics than some other companies. Now Tim Cook is calling for governmental regulation of artificial intelligence: https://www.extremetech.com/internet/ai-needs-government-regulation-apple-ceo-says
  21. Detecting antibiotic resistant bacteria using artificial intelligence: https://www.datanami.com/2023/11/22/oxford-researchers-use-ai-to-detect-antibiotic-resistance-faster-than-gold-standard-testing/
  22. Now authors of nonfiction works are suing over the use of their writing to train AI: https://www.computerworld.com/article/3711321/nonfiction-authors-sue-openai-microsoft-over-copyright-infringement.html
  23. Resources for learning about generative AI and large language models: https://www.kdnuggets.com/a-comprehensive-list-of-resources-to-master-large-language-models 
  24. Using machine learning to control experimental fusion reactors: https://www.theregister.com/2023/11/23/ntt_ai_nuclear_fusion_control/ 
  25. The risks of using code generated by AI: https://www.informationweek.com/machine-learning-ai/chatgpt-use-sparks-code-development-risks
  26. Ten principles to follow in order to successfully use artificial intelligence in your business: https://www.datanami.com/2023/11/23/beyond-the-hype-10-core-principles-for-ai-success/
  27. I considered moving into high school teaching myself once. It is a much more stable career choice than post-doc research: https://www.nature.com/articles/d41586-023-03612-3

IEEE Transactions on Artificial Intelligence, Volume 4, Issue 6

Author(s): Adrian P. Pope, Jaime S. Ide, Daria Mićović, Henry Diaz, Jason C. Twedt, Kevin Alcedo, Thayne T. Walker, David Rosenbluth, Lee Ritholtz, Daniel Javorsek
Pages: 1371 - 1385

Author(s): Ue-Hwan Kim, Yewon Hwang, Sun-Kyung Lee, Jong-Hwan Kim
Pages: 1386 - 1398

Author(s): Venkata Subbareddy K, Nirmala Devi L
Pages: 1399 - 1412

Author(s): Amirhossein Hajavi, Ali Etemad
Pages: 1413 - 1425

Author(s): Humayun Kayesh, Md. Saiful Islam, Junhu Wang
Pages: 1426 - 1436

Author(s): Yushu Zhang, Jiahao Zhao, Jiajia Jiang, Youwen Zhu, Liangmin Wang, Yong Xiang
Pages: 1437 - 1448

Author(s): Sanghai Guan, Jingjing Wang, Ruijie Zhu, Junhui Qian, Zhongxiang Wei
Pages: 1449 - 1460

Author(s): Himanshu Singh, Saurabh Suman, Badri Narayan Subudhi, Vinit Jakhetiya, Ashish Ghosh
Pages: 1461 - 1471

Author(s): Naveen Madapana, Juan P. Wachs
Pages: 1472 - 1483

Author(s): Akshay Agarwal, Richa Singh, Mayank Vatsa, Nalini Ratha
Pages: 1484 - 1493

Author(s): Logan Markewich, Yubin Xing, Roy Ka-Wei Lee, Zhi Li, Seokbum Ko
Pages: 1494 - 1503

Author(s): Wei Huang, Xin Shu, Zizhou Wang, Chaoyue Chen, Yang Zhang, Lei Zhang, Jianguo Xu
Pages: 1504 - 1513

Author(s): Krishanu Nath, Manas Kumar Bera, Sarangapani Jagannathan
Pages: 1514 - 1525

Author(s): Mojtaba Kolahdouzi, Alireza Sepas-Moghaddam, Ali Etemad
Pages: 1526 - 1539

Author(s): Shiv Ram Dubey, S. H. Shabbeer Basha, Satish Kumar Singh, Bidyut Baran Chaudhuri
Pages: 1540 - 1548

Author(s): Xiaoyu Jiang, Zhiqiang Ge
Pages: 1549 - 1563

Author(s): Mengge Du, Yuntian Chen, Dongxiao Zhang
Pages: 1564 - 1578

Author(s): Islam I. Osman, Mohamed S. Shehata
Pages: 1579 - 1591

Author(s): Abhishek Mukhopadhyay, L. R. D. Murthy, Imon Mukherjee, Pradipta Biswas
Pages: 1592 - 1601

Author(s): Zhichao Lu, Ran Cheng, Shihua Huang, Haoming Zhang, Changxiao Qiu, Fan Yang
Pages: 1602 - 1615

Author(s): Chaoda Liu, Ben Niu, Lei Liu, Xudong Zhao, Huanqing Wang, Huichuan Duan
Pages: 1616 - 1626

Author(s): Amir Behjat, Nathan Maurer, Sharat Chidambaran, Souma Chowdhury
Pages: 1627 - 1641

Author(s): Duo Xu, Faramarz Fekri
Pages: 1642 - 1653

Author(s): Zijie Guo, Hongru Ren, Hongyi Li, Qi Zhou
Pages: 1654 - 1665

Author(s): Huai-Ning Wu, Mi Wang
Pages: 1666 - 1678

Author(s): Huan Li, Jun Fu, Tianyou Chai
Pages: 1679 - 1690

Author(s): Weizhe Li, Mike Mikailov, Weijie Chen
Pages: 1691 - 1704

Author(s): Praneeth Nemani, Ghanta Sai Krishna, Nikhil Ramisetty, B Digvijay Sri Sai, Santosh Kumar
Pages: 1705 - 1713

Author(s): Mohammad Khalid Pandit, Mahroosh Banday
Pages: 1714 - 1723

Author(s): Alireza Esmaeilzehi, M. Omair Ahmad, M.N.S. Swamy
Pages: 1724 - 1738

Author(s): Saheb Chhabra, Puspita Majumdar, Mayank Vatsa, Richa Singh
Pages: 1739 - 1751

Author(s): Abhisek Tiwari, Rishav Raj, Sriparna Saha, Pushpak Bhattacharyya, Sarbajeet Tiwari, Minakshi Dhar
Pages: 1752 - 1766

Author(s): Ashkan B. Jeddi, Nariman L. Dehghani, Abdollah Shafieezadeh
Pages: 1767 - 1776

Author(s): Wending Yan, Aashish Sharma, Robby T. Tan
Pages: 1777 - 1788

Author(s): Xiaohan Yu, Yang Zhao, Yongsheng Gao, Shengwu Xiong
Pages: 1789 - 1801