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Most AI failures are data failures wearing an AI costume.The link is in the comment section.
19/07/2026

Most AI failures are data failures wearing an AI costume.

The link is in the comment section.



Most teams blame the model when AI fails. That is the wrong target. The real bottleneck was never the model. It is the d...
14/06/2026

Most teams blame the model when AI fails. That is the wrong target. The real bottleneck was never the model. It is the data layer you built over the last 5 to 10 years, or the one you skipped. Here is the simple truth: your AI capability will not exceed your data capability. I see this same pattern again and again inside enterprises, and it rarely starts with the technology you expect.

Most teams blame the model when AI fails. That is the wrong target.

What do you think?
13/06/2026

What do you think?

16/02/2026

Developers code faster with AI

04/01/2026

AI does not actually think. It predicts.



An empowering space for innovation and ideas that shape what’s next.
13/12/2025

An empowering space for innovation and ideas that shape what’s next.

Think clearly. Create boldly. An empowering space for innovation and ideas that shape what’s next. Become a Likkha member and elevate the way you learn, design, and innovate. Enjoy exclusive access to strategic frameworks, guided templates, and innovation tools that help you turn ideas into real i...

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