Acta Scientific Computer Sciences

Review Article Volume 4 Issue 5

And so this is Christmas and what has AI done in 2021?

Christian Mancas*

DATASIS ProSoft srl, Bucharest, Romania

*Corresponding Author: Christian Mancas, DATASIS ProSoft srl, Bucharest, Romania.

Received: December 25, 2021; Published: April 18, 2022


Starting from some recent remarks of Elon Musk on AI, this minireview editorial discusses a few important narrow AI achievements from 2021.

Keywords: Artificial Intelligence; Neural Networks; CLIP; Codex; Computer Vision Models; DALL-E; DINO; GSLM; HuBERT; Machine Learning Models; Pathways; PAWS; Perceiver; SEER; Speech Recognition and Generation; T0; Transformer-based Models; Translating Natural Language to Code


  1. Wayne C. “Warning from Elon Musk” (2021).
  2. Ramesh A., et al. “DALL-E: Creating Images from Text” (2021).
  3. Radford A., et al. “CLIP: Connecting Text and Images” (2021).
  4. Goyal P., et al. “SEER: The start of a more powerful, flexible, and accessible era for computer vision” (2021).
  5. Bojanowski P., et al. “Advancing the state of the art in computer vision with self-supervised Transformers and 10x more efficient training” (2021).
  6. Jaegle A., et al. “Perceiver: General Perception with Iterative Attention” (2021).
  7. “Hugging Face”. T0pp (2021).
  8. Hsu WN., et al. “HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units” (2021).
  9. Adi Y., et al. “Textless NLP: Generating expressive speech from raw audio” (2021).
  10. Chen M., et al. “Evaluating Large Language Models Trained on Code” (2021).
  11. Dean J. “Introducing Pathways: A next-generation AI architecture” (2021).


Citation: Christian Mancas. “And so this is Christmas and what has AI done in 2021?". Acta Scientific Computer Sciences 4.5 (2022): 24-29.


Copyright: © 2022 Christian Mancas. This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.


Acceptance rate35%
Acceptance to publication20-30 days

Indexed In

News and Events

  • Certification for Review
    Acta Scientific certifies the Editors/reviewers for their review done towards the assigned articles of the respective journals.
  • Submission Timeline for Upcoming Issue
    The last date for submission of articles for regular Issues is May 30, 2024.
  • Publication Certificate
    Authors will be issued a "Publication Certificate" as a mark of appreciation for publishing their work.
  • Best Article of the Issue
    The Editors will elect one Best Article after each issue release. The authors of this article will be provided with a certificate of "Best Article of the Issue"
  • Welcoming Article Submission
    Acta Scientific delightfully welcomes active researchers for submission of articles towards the upcoming issue of respective journals.

Contact US