FIELD NOTES FOR TECHNOLOGY LEADERS

AI moves fast.
Choose with evidence.

A considered view of the tools, techniques, and capabilities shaping AI. What to explore, where to be cautious, and why.

Explore the radar
INDEPENDENT THINKING. PRACTICAL ADVICE.Research publication · First edition in preparation
01 / THE LANDSCAPE

The Fedworks AI Radar

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02 / HOW WE THINK

A point of view.
A trail of evidence.

Explore the methodology
01

Context comes first.

Advice belongs to a task, a version, and a set of constraints. A useful recommendation explains who it suits.

02

Separate promise from proof.

Documentation, independent research, practical tests, and production experience carry different weight.

03

Keep the uncertainty visible.

Missing evidence, limitations, and changes of mind belong alongside the recommendation.

FROM RESEARCH TO A DECISION

What could AI
change for your team?

Start with a focused assessment, a practical comparison, or a bounded pilot.

RESEARCH DOSSIER
OUR APPROACH

Advice you can inspect.

We evaluate a specific approach for a named business problem. Suitability and evidence strength are separate.

Adopt
Proven in comparable operations, with relevant reproduced tests and strong contextual suitability.
Trial
Worth a bounded pilot, supported by relevant reproduced experiments.
Assess
Worth investigating. Documentary evidence exists; practical suitability is not established.
Caution
A substantiated limitation in a named context. Missing evidence alone is not a reason for Caution.

Evidence ranges from E0 (unverified) to E4 (operational). Every live recommendation needs a human reviewer. The first implementation supports documentary Assess entries only; practical evaluation and stronger rings are on the roadmap.

AI assists research and drafting. Fedworks owns the editorial judgement. Commercial incentives do not determine scores or ring placement.

LET’S EXPLORE THE PROBLEM

A useful first conversation.

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