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The “honeymoon phase” of AI is over.
A year ago, simply having an AI integration was enough to impress stakeholders and claim a spot “ahead of the curve.” Today? It’s the baseline. If you aren’t using AI, you’re behind; but if you’re just using it for generic tasks, you’re simply paying for expensive overhead.
**The shift we are seeing is simple: Purpose is the only thing that scales.**
### **The Generalist Trap**
We’ve all seen it: companies deploying broad, “do-everything” AI tools that end up doing nothing particularly well. They generate generic copy, hallucinate technical details, and require more human “babysitting” than the manual processes they replaced. This isn’t innovation—it’s a tax on your productivity.
### **Focus is the Force Multiplier**
To move back ahead of the curve, the focus must shift from *what* the AI can do to *how* it serves a specific, high-value intent.
* **Generic AI** summarizes a meeting.
* **Purposeful AI** analyzes that meeting against your specific project constraints, identifies technical debt, and drafts the SQL migration scripts to fix it.
* **Generic AI** writes a blog post.
* **Purposeful AI** cross-references your proprietary data and market trends to identify the “white space” your competitors are missing.
### **The Bottom Line**
Don’t just “add AI” to your workflow. Build your workflow around a specific intent. Stop treating AI as a magic wand and start treating it as a precision instrument.
When you stop asking what AI *can* do and start telling it what it *must* achieve, you stop managing overhead and start building a competitive moat.
#AI #DataEngineering #Innovation #TechStrategy #FutureOfWork
apps
So Brilliant All of Humanity Should Be Ashamed It’s New.
It is now 2015 and I finally got my Lumia updated. Initially, I was expecting to get what was last year called the Cyan update which would bring my Window 8 phone to 8.1. I had my fun with Cortana for New Year’s. She is a bit more fun than Siri. I haven’t had the opportunity to take advantage of location aware reminders, but I have set up quite time. My post isn’t about Cortana. As brilliant as voice recognition is in an digital assistance no one should be ashamed it has taken so long to get it working. Digital sampling rates and short time Fourier analysis combined with ambient noise and the vocal affectations that make every person’s voice different leaves me kind of proud the technology is in my hands, even if it does tend to annoy people in line at the grocery store and bank.
No, this post is about something so brilliant it could only be simple. I downloaded and installed an app Microsoft has called gestures. It does specifically 4 things:
1. If the phone is ringing and I lift it to my ear, it picks up.
2. Silences incoming calls if I place the phone face down on a surface.
3. Mutes the microphone if I place the phone face down during a call.
4. Puts the call on speaker phone if I place the phone face up during a call.
Thomas [W] Marshall 