Knowledge Tree
accountability
Facts (14)
Sources
Business Model Innovation: a Framework for Assessing Corporate ... link.springer.com Apr 18, 2025 2 facts
procedureTo address sustainability gaps, companies should follow these steps: (1) foster cross-departmental collaboration to break silos and enhance holistic sustainability integration, (2) invest in training programs to embed sustainability and innovation mindsets across all organizational levels, and (3) develop customized metrics for tracking progress to ensure transparency and accountability.
referenceKotsantonis and Serafeim suggest that companies should develop customized metrics to track sustainability progress and ensure transparency and accountability.
How Open-Source AI Drives Responsible Innovation - The Atlantic theatlantic.com 1 fact
claimThe development of AI systems raises concerns regarding safety, fairness, transparency, and accountability.
Live: DOJ releases 'Phase 1' of declassified Epstein files, more ... livenowfox.com Feb 27, 2025 1 fact
claimAttorney General Pam Bondi stated that the DOJ is releasing the Epstein files to fulfill President Trump’s commitment to transparency and to provide the public with accountability regarding Epstein's crimes against over 250 underage victims.
Neuro-Symbolic AI: Why 2026 Is the Turning Point - Sandhya Krishnan sandhyakrishnan02.medium.com Feb 4, 2026 1 fact
claimNeuro-symbolic AI prioritizes controlled reasoning and accountability over raw processing speed, making it a suitable approach for high-stakes domains.
Cybersecurity Trends and Predictions 2025 From Industry Insiders itprotoday.com 1 fact
claimAs organizations integrate agentic AI into core business processes, allowing AI to make and act on autonomous business decisions, there will be an increase in public liability and accountability events resulting from poor AI decisions.
Open-Source Governance And Open Source Collaboration - Meegle meegle.com 1 fact
claimThe key principles of open-source governance and collaboration are transparency, inclusivity, accountability, and sustainability.
Sustainable Energy Transition for Renewable and Low Carbon Grid ... frontiersin.org Mar 23, 2022 1 fact
referenceSocial Sustainability in energy systems is concerned with the rights and voice of the people, measured by levels of social acceptance and access to energy resources, using indicators such as accountability, empowerment, respect for human rights, democracy, level of participation, respect for cultural identity, people’s resistance to intervention, institutional stability, and corporate social responsibility.
Building Better Agentic Systems with Neuro-Symbolic AI cutter.com Dec 10, 2025 1 fact
claimNeuro-symbolic AI addresses the need for reliability and accountability in agentic AI by combining the adaptability of neural networks with the structured reasoning of symbolic systems, allowing agents to interpret complex inputs while acting consistently within rules and constraints.
Cross-cultural similarities and variations in parent-child value ... nature.com Nov 26, 2025 1 fact
claimResponsibility is categorized as an introspective value that emphasizes accountability for one's own actions.
The Year of Neuro-Symbolic AI: How 2026 Makes Machines Actually ... cogentinfo.com Dec 30, 2025 1 fact
claimArtificial intelligence operates within frameworks requiring strict accountability, transparency, and ethical oversight.
Medical Hallucination in Foundation Models and Their ... medrxiv.org Mar 3, 2025 1 fact
claimFanta and Pretorius (2023) argue that the growing reliance on LLM-based recommendations creates ethical and legal implications, specifically regarding accountability for AI-driven errors and uncertainty over liability for healthcare providers, technology developers, and regulators.
Day-5 | Anu Anuja - LinkedIn linkedin.com Feb 20, 2026 1 fact
claimThe 'ownership' roadblock in HealthTech AI refers to the lack of defined accountability for AI-influenced decisions, handling of edge cases, system uncertainty, and long-term risk management when moving from a pilot to a production environment.
7 features for successful programme management with OpenProject openproject.org Aug 21, 2025 1 fact
claimOpenProject is designed to support programme success according to European standards, specifically addressing the needs for traceability and accountability in public administration.