Tagged articles

generative AI regulation

3 articles · Page 1 of 1

Sep 19, 2026 · Artificial Intelligence

When AI Agents Propose Next Steps, Who Really Decides?

The article examines how AI agents are shifting from answering questions to proposing workflow actions, blurring the line between suggestion and execution, and argues that organizations must preserve clear decision boundaries, provide adequate confirmation materials, and maintain traceable handoffs to ensure human accountability and sustainable collaboration.

AI AgentsAgentic workflowsNIST AI RMF

0 likes · 8 min read

When AI Agents Propose Next Steps, Who Really Decides?

Frontline Investigation

Sep 8, 2026 · Industry Insights

Why Adding LLMs Doesn't Change Business Processes: Three Missing Boundaries

Integrating large language models into business systems often only accelerates existing steps without transforming workflows because organizations fail to define judgment, evidence, and responsibility boundaries, leaving AI outputs as unactionable suggestions that require manual re-review and coordination.

AI integrationEvidence BoundariesJudgment Boundaries

0 likes · 12 min read

Why Adding LLMs Doesn't Change Business Processes: Three Missing Boundaries

Frontline Investigation

Aug 28, 2026 · Industry Insights

Beyond Capability Lists: The Hidden Challenge of LLM Project Delivery

This article argues that successful LLM project delivery depends not on model capability lists but on establishing traceable judgment chains covering model versions, knowledge sources, tool calls, and operational accountability, highlighting a four-layer responsibility framework and four key evaluation questions for procurement and governance.

AI governanceJudgment ChainLLM project delivery

0 likes · 11 min read

Beyond Capability Lists: The Hidden Challenge of LLM Project Delivery