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Are AI certificates actually worth your time, or just resume fluff? 🛑
I keep seeing companies abandon AI projects because their teams don't know how to deploy it beyond typing basic ChatGPT prompts. They lack deployable workflow knowledge.
As an AI Automation Engineer, I decided to audit the Google AI Essentials Certification to see if it actually teaches real workflow automation—or if it's just theory.
I just published my brutal truth review. If you're a founder, agency owner, or operations manager wondering if you should train your team on this to save manual hours, read this first. 👇
The network for creativity
Join 1.25M professional creatives like you
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You have a point but a time is coming when that manual work will be fully automated with Ai.
As most of us are still doing manual work some people are busy training Ai to take over that activities in nearby future
Manual work is always better than ai slop you can use ai for some clips but full video made with ai is unprofessional and a waste of money and resources
The point about people quietly training AI on today's manual tasks is the part most of us underestimate. Do you think the craft shifts to directing and curating those models, rather than disappearing entirely?
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Same support inbox, one difference. Left keeps a human on every send. Right lets the AI send on its own once the draft confidence passes 90, refunds and cancellations excluded.
I built both in Relay this week and I still cannot decide.
Would you flip that switch for your own customers, and at what number?
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I'd flip it per topic, not per score. A 90 on a question the AI has answered hundreds of times is safe. A 90 on a question it has never seen is still a guess. Can Relay set a different threshold per topic?