My site: https://natebjones.com
Full Story w/ Prompt: https://natesnewsletter.substack.com/p/how-to-tell-what-ai-you-need-for?r=1z4sm5&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true
My substack: https://natesnewsletter.substack.com/
_______________________
What’s really happening inside the AI agent debate?
The common story is that “agents” are the future of work — but the reality is more complicated.
In this video, I share the inside scoop on how to think about AI systems as a spectrum, not a binary:
• Why most teams don’t actually need AI agents yet
• How to move from chat assistants to semi-autonomous workflows
• What makes tool-augmented assistants the real productivity unlock
• Where full automation breaks down and human touch still wins
Chapters
00:00 Understanding the AI Spectrum
02:20 Levels of AI Assistance
06:09 Structured Workflows and Human Involvement
08:17 Semi-Autonomous Systems
10:06 The Challenge of Full Autonomy
12:35 Reframing the AI Conversation
The takeaway: AI strategy isn’t about chasing autonomy — it’s about matching the right level of intelligence to the right problem.
Subscribe for daily AI strategy and news.
For deeper playbooks and analysis: https://natesnewsletter.substack.com/
Full Story w/ Prompt: https://natesnewsletter.substack.com/p/how-to-tell-what-ai-you-need-for?r=1z4sm5&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true
My substack: https://natesnewsletter.substack.com/
_______________________
What’s really happening inside the AI agent debate?
The common story is that “agents” are the future of work — but the reality is more complicated.
In this video, I share the inside scoop on how to think about AI systems as a spectrum, not a binary:
• Why most teams don’t actually need AI agents yet
• How to move from chat assistants to semi-autonomous workflows
• What makes tool-augmented assistants the real productivity unlock
• Where full automation breaks down and human touch still wins
Chapters
00:00 Understanding the AI Spectrum
02:20 Levels of AI Assistance
06:09 Structured Workflows and Human Involvement
08:17 Semi-Autonomous Systems
10:06 The Challenge of Full Autonomy
12:35 Reframing the AI Conversation
The takeaway: AI strategy isn’t about chasing autonomy — it’s about matching the right level of intelligence to the right problem.
Subscribe for daily AI strategy and news.
For deeper playbooks and analysis: https://natesnewsletter.substack.com/
- Category
- Artificial Intelligence & Business
- Tags
- AI strategy, AI agents, large language models


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