Drawbacks of using GAI to search papers from digital libraries

Using GAI to search papers from IEEExplore, ACM DL, Sciencedirect, Springerlink may encounter the following problems:

• GAI was blocked for too many fetch requests.
• GAI was blocked for bot verification mechnism. Institutional VPN is needed.
• GAI was blocked for paid full papers. Institutional VPN is needed.
• Hallucinated Citations & Fabricated Sources. Manual verification is needed.

Critical thinking

The application of logical principles, rigorous standards of evidence, and careful reasoning to the analysis and discussion of claims, beliefs, and issues.

การคิดวิเคราะห์ประเด็นต่างๆตามหลักวิทยาศาสตร์

GraphRAG

https://towardsdatascience.com/graphrag-a-practitioners-guide-to-6-advanced-architectural-patterns/

Software automation tools

 Ansible is an open-source IT automation engine used for software provisioning, configuration management, and application deployment.

Jenkins is an open-source automation server written in Java that automates software building, testing, and deployment to implement CI/CD (Continuous Integration and Continuous Delivery) workflows.

Confidential Computing vs. Homomorphic Encryption

 It is helpful to distinguish TEE-based confidential computing from Fully Homomorphic Encryption (FHE). FHE is a cryptographic method that allows computations to be performed directly on ciphertext without ever decrypting it at all. However, FHE is computationally intensive and orders of magnitude slower than standard processing. Confidential Computing bypasses this performance bottleneck by using hardware security to protect the data while it is decrypted safely inside (the locked vault of) the processor.

ThaiJo Open Archives Initiative

มาตรฐานที่ใช้สำหรับดึงข้อมูลเมทาดาทาของบทความวิชาการจากระบบฐานข้อมูลหรือวารสารออนไลน์ 

https://www.tci-thaijo.org/public/oai.html