Unhyped AI
Stuart Winter-TearClear thinking on AI architecture, agentic systems, and intelligent organisations. Zero hype. Just clarity.
| Platform |  | Pricing | Only free issues | Publishes | Twice weekly |
|---|---|---|---|---|---|
| Issues | 62 | Subscribers | Read | unhypedai.substack.com |
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Latest Issues
Recent posts by this newsletter. Browse the email archive.
When Building Stops Being the Bottleneck
A lot of product practice was built around scarce engineering capacity. Roadmaps, backlogs, prioritisation rituals, stakeholder trade-offs, business cases, sequencing, and approval gates all assumed that building was expensive enough to for...
Most Organisations Are Looking for AI Value in the Wrong Layer of Work
Most organisations are not struggling to find AI use cases. They are struggling because the use cases they find are too close to the visible surface of work.
Agentic AI Pricing Is Becoming a Fight Over What Work Is
Michael Mansard has just written an excellent deep dive on AI credits, and has been writing on tokenomics and positive ROI for agentic systems. Both are approaching the problem from different angles, but the pressure underneath is the same...
What Boards Can Finally Ask for Before AI Scales
Same AI technology. Same use cases. In one organisation, weeks. In another, years. The difference was not AI itself. It was the organisation around it: its readiness, its processes, its leadership, and its willingness to change and fail.
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Authors
The writers behind this newsletter.
Clear thinking on AI architecture, agentic systems, and intelligent organisations. Sharp analysis, zero hype. AI as Capital Discipline. Written by Stuart Winter-Tear, founder of Unhyped and author of UNHYPED.
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