INSIGHTS & RESOURCES
Ideas and resources for business growth
We summarize external materials after checking reuse terms and provide attribution and original-source links. English articles are translations of TABS summaries.
AI Collaboration with Sensitive Data: Test Federated Learning and Differential Privacy First
NIST NCCoE has released a privacy-preserving federated learning testbed. Organizations can use a PoC to assess approaches that reduce data movement and examine privacy–performance trade-offs.
NIST · AI-assisted summary
A New AI Privacy Baseline: Just-in-Time Notice, Granular Choice, and Data Lineage
The OECD recommends combining just-in-time transparency, granular user controls, data lineage and erasure processes, and web-scraping governance to strengthen privacy in generative and agentic AI.
OECD · AI-assisted summary
AI coding agents: design code generation and access control together
NIST NCCoE is expanding DevSecOps resources and planning a demonstration involving development, build and test agents. The materials can inform agent identity, authentication, authorization and human approval decisions.
NIST · AI-assisted summary
AI agents: design automation scope and human approval points together
OECD reviews AI-agent adoption through practitioner interviews at 25 organizations. The report explores how to design automation alongside human oversight, evaluation and monitoring.
OECD · AI-assisted summary