Tags¶
Browse the record by audience (practitioner, provider, governance) and status.
adoption¶
agentic-ai¶
- Agentic AI in the higher-education system (2026)
- ELIXIR AI strategy (2026)
- ELIXIR TF Agentic AI: agenda and rolling best practice (2026)
- EU Expert Forum on Frontier AI (2026)
draft¶
- Decide where research data may be sent
- Design interfaces around user tasks
- Evaluate tools before trust
- Govern agent autonomy and accountability
- Make answers traceable and citable
- Make resources agent-accessible by default
- Match the method to the task
- Register and vet interfaces
- Screen for dual-use and high-consequence risk
- State human-in-the-loop requirements
- Write documentation and data for agents
evaluation¶
- Expectation–Realisation Gap for Agentic AI (2026)
- F(AI)2R: Verifiable AI Provenance as an Executable Skill (2026)
failures¶
governance¶
- A safer framework for patient data in AI-for-Science grants (2026)
- Agentic AI in the higher-education system (2026)
- Decide where research data may be sent
- EU Expert Forum on Frontier AI (2026)
- Evaluate tools before trust
- Govern agent autonomy and accountability
- Living guidelines on the responsible use of generative AI in research (2026)
- Make answers traceable and citable
- Make resources agent-accessible by default
- Register and vet interfaces
- Screen for dual-use and high-consequence risk
- State human-in-the-loop requirements
- The short version
library¶
- A safer framework for patient data in AI-for-Science grants (2026)
- AEPD guidance on agentic AI from a data protection perspective (2026)
- AI Agents That Matter (Kapoor et al., 2024)
- AI tools cite retracted papers (MIT Technology Review 2025)
- Advanced tool use (2025)
- Agentic AI in the higher-education system (2026)
- An Approach to Technical AGI Safety and Security (2025)
- Anthropic consumer terms update: training on chats by default (2025)
- Autonomous agent breach of Hugging Face (2026)
- Building Effective AI Agents (Anthropic, 2024)
- CNIL and CIANum: Agentic AI and personal data protection (2026)
- COAR survey on AI bots and crawlers (2025)
- CRediT contributor roles taxonomy (2022)
- Code execution with MCP (2025)
- Code of Practice on Transparency of AI-generated Content (2026)
- Commission Guidelines on Article 50 transparency (2026)
- Common Elements of Frontier AI Safety Policies (2025)
- Components of Frontier AI Safety Frameworks
- Court-ordered retention of ChatGPT logs in the New York Times litigation (2025)
- Croissant dataset metadata (2024)
- Crossref and the Retraction Watch database (2023)
- DOME recommendations for ML validation in biology (2021)
- DSK guidance: Artificial intelligence and data protection (2024)
- Datasheets for Datasets (2021)
- Dual use of AI-powered drug discovery (2022)
- Dutch DPA: AI chatbot use leads to data breaches (2024)
- EDPB Opinion 28/2024 on personal data in AI models (2024)
- EDPB-EDPS assessment of the US CLOUD Act (2019)
- EDPS decision on the European Commission's use of Microsoft 365 (2024)
- ELIXIR AI strategy (2026)
- ELIXIR TF Agentic AI: agenda and rolling best practice (2026)
- EU AI Act (Regulation (EU) 2024/1689)
- EU AI Omnibus (2026)
- EU Expert Forum on Frontier AI (2026)
- EU General Data Protection Regulation (Regulation (EU) 2016/679)
- European Health Data Space Regulation (Regulation (EU) 2025/327)
- Expectation–Realisation Gap for Agentic AI (2026)
- F(AI)2R: Verifiable AI Provenance as an Executable Skill (2026)
- FAIA: FAIR AI Attribution White Paper (2026)
- FAIR Guiding Principles (2016)
- Fabricated citations from LLMs (Walters & Wilder 2023)
- Fine-Tuned 'Small' LLMs Still Outperform Zero-Shot Generative Models in Text Classification (Bucher & Martini, 2024)
- Flaws of Policies Requiring Human Oversight (2022)
- Frontier AI Trends (2025)
- Governing AI Agents (2025)
- How Is ChatGPT's Behavior Changing Over Time? (Chen, Zaharia & Zou 2024)
- ICMJE and COPE on AI and authorship (2023)
- IETF AIPREF vocabulary (draft)
- ISO/IEC 42001:2023 (AI management systems)
- LLM Evaluators Recognize and Favor Their Own Generations (Panickssery, Bowman & Feng 2024)
- Leakage and the Reproducibility Crisis in ML-based Science (Kapoor & Narayanan, 2023)
- Living guidelines on the responsible use of generative AI in research (2026)
- MCP tool poisoning attacks (2025)
- Microsoft France before the French Senate inquiry on public procurement (2025)
- Model Cards for Model Reporting (2019)
- Model Context Protocol specification
- Moral Crumple Zones (2019)
- NISO CREC (RP-45-2024)
- NIST AI Risk Management Framework (2023, 2024)
- NeurIPS Paper Checklist
- Nucleic-acid biosecurity screening vs generative protein design (2025)
- OECD AI Principles (2019, updated 2024)
- OWASP MCP Top 10
- OWASP Top 10 for LLM Applications 2025
- Official Model Context Protocol Registry (2025)
- Open and Sustainable AI in the life sciences (OSAI, 2025)
- Practices for Governing Agentic AI Systems (2023)
- REFORMS reporting standards (2024)
- Self-propagating prompt injection in Copilot for Word (2026)
- The ELIXIR Core Data Resources (2020)
- The GenAI Divide (2025)
- The Role of AI in Scientific Research (JRC143482, 2025)
- US policy for oversight of Dual Use Research of Concern (2024)
- Unmetered agent spend at Amazon (2026)
- Visibility into AI Agents (2024)
- W3C DCAT version 3 (2024)
- W3C PROV-O (2013)
- WMA Declaration of Helsinki (2024)
- Web-scraping AI bots disrupt scientific databases (Nature news, 2025)
- Writing effective tools for agents (2025)
- bio.tools registry (2019)
practitioner¶
- Decide where research data may be sent
- Design interfaces around user tasks
- Evaluate tools before trust
- Make answers traceable and citable
- Match the method to the task
- Screen for dual-use and high-consequence risk
- State human-in-the-loop requirements
- Write documentation and data for agents
provenance¶
provider¶
- Decide where research data may be sent
- Design interfaces around user tasks
- Evaluate tools before trust
- Govern agent autonomy and accountability
- Make answers traceable and citable
- Make resources agent-accessible by default
- Match the method to the task
- Register and vet interfaces
- Screen for dual-use and high-consequence risk
- State human-in-the-loop requirements
- Write documentation and data for agents
reference¶
- AEPD guidance on agentic AI from a data protection perspective (2026)
- AI Agents That Matter (Kapoor et al., 2024)
- AI tools cite retracted papers (MIT Technology Review 2025)
- Advanced tool use (2025)
- An Approach to Technical AGI Safety and Security (2025)
- Anthropic consumer terms update: training on chats by default (2025)
- Autonomous agent breach of Hugging Face (2026)
- Building Effective AI Agents (Anthropic, 2024)
- CNIL and CIANum: Agentic AI and personal data protection (2026)
- COAR survey on AI bots and crawlers (2025)
- CRediT contributor roles taxonomy (2022)
- Code execution with MCP (2025)
- Code of Practice on Transparency of AI-generated Content (2026)
- Common Elements of Frontier AI Safety Policies (2025)
- Components of Frontier AI Safety Frameworks
- Court-ordered retention of ChatGPT logs in the New York Times litigation (2025)
- Croissant dataset metadata (2024)
- Crossref and the Retraction Watch database (2023)
- DOME recommendations for ML validation in biology (2021)
- DSK guidance: Artificial intelligence and data protection (2024)
- Datasheets for Datasets (2021)
- Dual use of AI-powered drug discovery (2022)
- Dutch DPA: AI chatbot use leads to data breaches (2024)
- EDPB-EDPS assessment of the US CLOUD Act (2019)
- EDPS decision on the European Commission's use of Microsoft 365 (2024)
- EU AI Act (Regulation (EU) 2024/1689)
- EU General Data Protection Regulation (Regulation (EU) 2016/679)
- European Health Data Space Regulation (Regulation (EU) 2025/327)
- FAIA: FAIR AI Attribution White Paper (2026)
- FAIR Guiding Principles (2016)
- Fabricated citations from LLMs (Walters & Wilder 2023)
- Fine-Tuned 'Small' LLMs Still Outperform Zero-Shot Generative Models in Text Classification (Bucher & Martini, 2024)
- Flaws of Policies Requiring Human Oversight (2022)
- Frontier AI Trends (2025)
- Governing AI Agents (2025)
- How Is ChatGPT's Behavior Changing Over Time? (Chen, Zaharia & Zou 2024)
- ICMJE and COPE on AI and authorship (2023)
- IETF AIPREF vocabulary (draft)
- ISO/IEC 42001:2023 (AI management systems)
- LLM Evaluators Recognize and Favor Their Own Generations (Panickssery, Bowman & Feng 2024)
- Leakage and the Reproducibility Crisis in ML-based Science (Kapoor & Narayanan, 2023)
- MCP tool poisoning attacks (2025)
- Microsoft France before the French Senate inquiry on public procurement (2025)
- Model Cards for Model Reporting (2019)
- Model Context Protocol specification
- Moral Crumple Zones (2019)
- NISO CREC (RP-45-2024)
- NIST AI Risk Management Framework (2023, 2024)
- NeurIPS Paper Checklist
- Nucleic-acid biosecurity screening vs generative protein design (2025)
- OECD AI Principles (2019, updated 2024)
- OWASP MCP Top 10
- OWASP Top 10 for LLM Applications 2025
- Official Model Context Protocol Registry (2025)
- Open and Sustainable AI in the life sciences (OSAI, 2025)
- Practices for Governing Agentic AI Systems (2023)
- REFORMS reporting standards (2024)
- Self-propagating prompt injection in Copilot for Word (2026)
- The ELIXIR Core Data Resources (2020)
- The Role of AI in Scientific Research (JRC143482, 2025)
- US policy for oversight of Dual Use Research of Concern (2024)
- Unmetered agent spend at Amazon (2026)
- Visibility into AI Agents (2024)
- W3C DCAT version 3 (2024)
- W3C PROV-O (2013)
- WMA Declaration of Helsinki (2024)
- Web-scraping AI bots disrupt scientific databases (Nature news, 2025)
- Writing effective tools for agents (2025)
- bio.tools registry (2019)