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EZYE OS · AI Industry Signals
Your AI model got quietly downgraded.
Here's how to prove it and protect your workflow.
A practical framework for detecting when a model has been silently changed and building automations that survive the swap.
What's inside
- Spot a silent model downgrade within a day
- Benchmark prompts that expose capability drops
- Lock your workflows to specific model versions
- A monitoring setup that alerts you on drift
EZYE OS · AI Industry Signals Cheat Sheet
The Silent Model Downgrade Playbook
by Divjot Sahni · EZYE Consulting · ezye.com.au
The Three Signals of a Quiet Nerf
1
Signal one: output quality drops with no changelog or announcement
2
Signal two: the same prompt starts hitting refusals it used to clear
3
Signal three: latency and reasoning depth shift on identical inputs
Your Baseline Benchmark Pack
1
Save five prompts that stress reasoning, code, and long context
2
Record the exact outputs the day a model releases
3
Re-run the pack weekly and diff the results
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