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48 contributions to AI Automation Society
Automating Winter Menu Planning with Practical AI
Winter cooking follows a workflow: gather cold-weather staples, transform them through roasting or simmering, and reuse leftovers efficiently. AI fits naturally into this process. By identifying crossover ingredients and suggesting substitutions or timing adjustments, the system improves both consistency and creativity. What does seasonal automation look like in your workflows? https://creativecooking.blogspot.com/2025/12/seasonal-menus-for-winter.html #Automation #AI #ProcessEngineering
Automating Winter Menu Planning with Practical AI
Digital Twins for Holiday Kitchens – Workflow Simulation at Home
Automation begins with understanding your system. A holiday kitchen is a perfect example: inputs, constraints, dependencies, and outcomes. A digital twin lets you see the whole chain before it starts. What does modeling look like in your world? Do you build simulations, or rely on reactive fixes? https://creativecooking.blogspot.com/2025/12/digital-twins-for-holiday-kitchens.html #Automation #AI #ProcessEngineering
Digital Twins for Holiday Kitchens – Workflow Simulation at Home
0 likes • 2d
@Hicham Char would love to see an example from uuur world. Anything you can share? Sometimes we can’t share due to privacy issues and such…
0 likes • 2d
@Kevin troy Lumandas sometimes it is better to turn it on and see what breaks, then fix it. Sometimes that approach won’t do and it needs to work right the first time. Good call, do what works!
When Tokenization Breaks the Rules
Automation depends on predictable inputs. Tokenization fragments those inputs into pieces that can be lost, duplicated, or misaligned. In a recipe, that’s disastrous. In a workflow, it can be worse. Today’s Tech Tuesday breaks down how the process works using simple cooking measurements. https://creativecooking.blogspot.com/2025/12/tech-tuesday-tokenization.html #Automation #AI #ProcessEngineering
When Tokenization Breaks the Rules
0 likes • 2d
@Hicham Char I've been looking in to forcing math to a compute engine. Your way looks interesting too!
Automation Design Lessons from 3-D Printed Edible Frosting
The most interesting work in food automation is happening at the boundary of creativity and precision. 3-D printing edible frosting is a great example: the system needs stable rules, defined motion paths, predictable extrusion rates, and consistent material behavior. Even small variations in viscosity or nozzle pressure can break the entire output. Plus---you get to make cake and cookies... with frosting (or icing)! The same engineering patterns show up in software automation. When each step in the process is parameterized, logged, and testable, you can detect drift early and correct before downstream stages fail. When those parameters aren’t defined, you end up troubleshooting guesswork instead of a measurable pipeline. How are you capturing and validating the parameters that matter most in your automation workflows? https://creativecooking.blogspot.com/2025/12/seasonal-baking.html #Automation #AI #ProcessEngineering
Automation Design Lessons from 3-D Printed Edible Frosting
1 like • 4d
@Sandeep Rawat Plus ... I like food!
1 like • 4d
Here's the real issue to think about: If I can automate the 3-D printing of a beautiful cake (or at least, the icing on the cake), you can automate _______ in your industry with your customers!
Clampetts, Alton Brown, and W
This Black Friday crossover is fictional but highlights something real: automation and decision rules pop up everywhere. Alton brings process, W brings analytic sharpness, and the Clampetts bring instinct. It’s a playful reminder that clear inputs and well-tuned rules matter—whether in a kitchen or an automated workflow. How do you document the “why” behind your system’s decisions? How do you communicate that "why" when human personalities collide? https://creativecooking.blogspot.com/2025/11/fan-fiction-friday-beverly-hillbillies.html #Automation #AI #ProcessEngineering
Clampetts, Alton Brown, and W
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Paul McDonald
5
269points to level up
@paul-mcdonald-5272
SAS Admin by day ☀️ AI cookie by night 🍪 Scoutmaster in between ⚜️ | Using food to learn AI, build community. and share on Creative Cooking with AI.

Active 1h ago
Joined Oct 8, 2025
Overland Park, Kansas
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