Aliv has a clear three-stage vision for the future application of AI: from "human-led tools" to "workflow

Aliv has a clear three-stage vision for the future application of AI: from "human-led tools" to "workflow automation" and finally to an "autonomous decision-making system" in which multiple agents work together to play the role of a new employee.

They envision a future in which companies hire people for strategic insights, talent, and taste, with the entire company run by a team of agents.

The model of "one person commanding an army of professional agents" in this vision means that the role of humans will shift from tedious execution to high-level strategy formulation and order issuance.

In this environment, newly added strategic talents will no longer need to learn a large number of operational details, but will quickly master how to interact with and issue instructions to an efficient and intelligent agent system.

This fundamentally changes the meaning of "onboarding", making it more focused on the understanding of macro-systems and command art rather than the mastery of micro-processes, which is expected to achieve extremely fast "onboarding" speeds, even reaching the point of "one person operating a product portfolio"

Visual summary

Article argument map

Generated from the post's content graph

Mermaid outline

flowchart LR
  format-long_post["longform note"]
  topic-agents["agents"]
  topic-tooling["tooling"]
  capability-agent-workflow["agent workflow"]
  capability-ai-native-workbench["AI-native workbench"]
  capability-product-surface["product surface"]
  market-applied-ai-team["applied AI team"]
  format-long_post -->|covers| topic-agents
  format-long_post -->|covers| topic-tooling
  format-long_post -->|signals| capability-agent-workflow
  format-long_post -->|signals| capability-ai-native-workbench
  format-long_post -->|signals| capability-product-surface
  format-long_post -->|signals| market-applied-ai-team

Visual structure

Essay structure map

Built from summary and key paragraph positions

Mermaid outline

flowchart LR
  thesis["Aliv has a clear three-stage vision for the future application of AI: from \"human-led tools\" to \"workflow a..."]
  signal["Aliv has a clear three-stage vision for the future application of AI: from \"human-led tools\" to \"workflow a..."]
  operator["The model of \"one person commanding an army of professional agents\" in this vision means that the role of h..."]
  implication["This fundamentally changes the meaning of \"onboarding\", making it more focused on the understanding of macr..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

Source: View the original post