Private metadata is only accessible by the backend, which makes this useful for storing sensitive data that you don't want to expose to the frontend. For example, you could store a user's Stripe customer ID.
Private metadata is only accessible by the backend, which makes this useful for storing sensitive data that you don't want to expose to the frontend. For example, you could store a user's Stripe customer ID.
In a multi-agent search workflow for horizon scanning, the AI model sequentially builds on insights produced at each stage—triaging signals, clustering themes, and drafting trend hypotheses.
Summarising a scan hit together with some basic synthesis, is a good task for AI agents - especially if you can use a multi-agent workflow that builds on the previous knowledge from each step.
In a multi-agent search workflow for horizon scanning, the AI model sequentially builds on insights produced at each stage—triaging signals, clustering themes, and drafting trend hypotheses.
Summarising a scan hit together with some basic synthesis, is a good task for AI agents - especially if you can use a multi-agent workflow that builds on the previous knowledge from each step.
Warning
This chaining of autonomous agents introduces the risk that the AI model will reinforce its own assumptions and propagate errors without human intervention. To mitigate this, always interject human review points between agent hand-offs: validate emerging patterns, challenge unexpected correlations, and recalibrate prompts before proceeding to the next agent.
Warning
This chaining of autonomous agents introduces the risk that the AI model will reinforce its own assumptions and propagate errors without human intervention. To mitigate this, always interject human review points between agent hand-offs: validate emerging patterns, challenge unexpected correlations, and recalibrate prompts before proceeding to the next agent.
Input
AI Agent
Human in the Loop
Summarise
Summarises record data + URL
Sense check + Improve
Tagging
Auto Suggest
Sense check + Adjust
Implications
Prompt-based
Check prompt + refine






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Last updated on
Dec
4,
2024
Last updated on
Dec
4,
2024