Tagged “verification”

3 posts.

All Model Architecture19 Training & Alignment22 Inference & Serving18 Agents & Orchestration11 Reasoning & Evaluation26 Safety, Security & Governance7 Platforms & Practice20

Inference & Serving 24 min

Designing for a Collaborator That Is Sometimes Wrong: The Evidence Behind Human-AI Interaction Design

In a 2025 randomized trial, experienced developers using AI tools took 19% longer to finish their tasks while believing they had been 20% faster. Twenty-six years of human-AI interaction research explain the gap: an assistant's v…

interaction-design-for-ai product verification calibration ∑ ◫

Agents & Orchestration 24 min

Dynamic Workflows: When the Agent Writes Its Own Orchestration

A static agent pipeline is a diagram you draw before you know the task. A dynamic workflow is a program the agent writes once it sees the task, then runs deterministically. The difference reshapes how fan-out, verification, and c…

agents orchestration multi-agent llm ∑ ◫

Safety, Security & Governance 24 min

Proving What Is Real: Content Credentials, Watermarks, and the Limits of Detection

In October 2025 The Washington Post uploaded an AI-generated video carrying signed Content Credentials to eight social platforms, and not one kept the credential. Watermarks survive that trip but not a determined paraphrase, and …

model-provenance-and-watermarking watermarking eu-ai-act regulation ∑ ◫