Knowledge Tree
responsible artificial intelligence
Also known as: accountable AI, responsible AI development, responsible artificial intelligence, responsible AI
Facts (12)
Sources
What is Open Source Software? - HotWax Systems hotwaxsystems.com Aug 11, 2025 2 facts
perspectiveOpen source software is expected to play a significant role in the future development of responsible AI, decentralized platforms, tailored business systems, and sustainable digital ecosystems.
perspectiveOpen source software provides a path toward accountable and decentralized AI by making technology more transparent, adaptable, and accessible, thereby preventing innovation from being restricted to closed platforms.
How Open-Source AI Drives Responsible Innovation - The Atlantic theatlantic.com 2 facts
perspectiveMeta asserts that the task of developing responsible AI is too large and important for a single organization to tackle alone, requiring collaboration between industry, academia, and government.
claimFostering open and collaborative AI ecosystems requires reaching a mutual understanding of responsible AI development, balancing interests across diverse stakeholders, and creating institutions that facilitate collaboration.
Reducing hallucinations in large language models with custom ... aws.amazon.com Nov 26, 2024 1 fact
accountBharathi Srinivasan is a Generative AI Data Scientist at AWS WWSO who focuses on building solutions for Responsible AI challenges.
Role of Open Source Software in Rise of AI nutanix.com 1 fact
perspectiveThe open source community can establish itself as a leader in responsible AI by applying the same models and processes that built trust in open source software over decades.
The Role of Knowledge Graphs on Responsible Artificial ... computer.org 1 fact
referenceThe "Research Challenges" section of the article "The Role of Knowledge Graphs on Responsible Artificial Intelligence" identifies specific research challenges related to the construction and processing of knowledge graphs for responsible artificial intelligence.
Beyond Missile Deterrence: The Rise of Algorithmic Superiority trendsresearch.org Mar 16, 2026 1 fact
claimInternational efforts to develop norms, confidence-building measures, and 'responsible AI' frameworks for military use are driven by concerns that unregulated competition could destabilize crises and threaten regional and global security.
Automating hallucination detection with chain-of-thought reasoning amazon.science 1 fact
claimAmazon researchers are continuing to develop responsible AI by exploring reference-free hallucination detection, dynamic few-shot prompting techniques tailored to specific use cases, and the incorporation of agentic AI frameworks.
Unlocking the Potential of Generative AI through Neuro-Symbolic ... arxiv.org Feb 16, 2025 1 fact
referenceAlejandro Barredo Arrieta, Natalia Díaz-Rodríguez, Javier Del Ser, Adrien Bennetot, Siham Tabik, Alberto Barbado, Salvador García, Sergio Gil-López, Daniel Molina, Richard Benjamins, et al. published 'Explainable artificial intelligence (xai): Concepts, taxonomies, opportunities and challenges toward responsible ai' in Information Fusion in 2020.
Neural-Symbolic AI: The Next Breakthrough in Reliable and ... hu.ac.ae Dec 29, 2025 1 fact
perspectiveAs industries and regulators adopt responsible AI, neuro-symbolic AI will become the most advanced technology used for digital transformation.
Evaluating RAG applications with Amazon Bedrock knowledge base ... aws.amazon.com Mar 14, 2025 1 fact
claimOrganizations can make data-driven decisions about RAG implementations and follow responsible AI practices through the integration of Amazon Bedrock knowledge base evaluation with Amazon Bedrock Guardrails.