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56 contributions to AI Automation Society
3h •
Winter Resource Planning in Agricultural Automation
Automation works best when the reasoning is clear. Winter puts new pressure on equipment, feed supplies, and budgets, and AI tools help by calling out the specific readings that changed. How do you test, validate, and document the “why” behind winter decisions in your own workflows? https://creativecooking.blogspot.com/2025/12/feed-fuel-and-finances.html #Automation #AI #ProcessEngineering
1d •
Building Trust in Automation — Explainable AI for Agriculture
Automation on a farm or ranch starts with rules shaped by weather, livestock patterns, crop seasons, and machine behavior. Explainable AI shows which inputs—temperature swings, pressure readings, activity drops—drove a decision. How do you document the “why” behind your automation in field operations? https://creativecooking.blogspot.com/2025/12/explainable-ai-for-farmers.html #Automation #AI #ProcessEngineering
0 likes • 22h
@Hicham Char It does not get into that level of detail. The "Tech Tuesday" article the day before goes into various sensors needed but does not provide specific product details. A lot of the new items are getting these sensors built in--pop a half a million on a combine, it better come with a plug-n-play sensor system! But there's definitely a market for people to teach farmers to do this on their own by adding after-market add-ons for existing equipment. Unlike a lot of tech items--that good ol' tractor still works, and in some cases might work better than a new one. Tech Tuesday: Predictive Maintenance for Agribusiness
2d •
Winter Automation Starts With Better Signals
Automation depends on reliable inputs. Winter alters system behavior, and predictive maintenance helps surface real drift instead of seasonal noise. Look at this example for farmers and ranchers, how automation can help maintain equipment--which in turn saves crop and livestock. Clear thresholds and simple alert bands keep operators focused on issues that truly matter. How do you handle seasonal variability in your automation rules? https://creativecooking.blogspot.com/2025/12/tech-tuesday-predictive-maintenance-for.html #Automation #AI #ProcessEngineering
3d •
Winter Automation Strategies for Agriculture
Automation in agriculture starts with stable winter signals—herd patterns, freeze alerts, and machinery stress markers. When those rules are documented clearly, producers get predictable outcomes even in harsh weather. Think of winter as an operational stress test. The better the visibility, the more reliable the workflow. How do you document seasonal rule shifts in your automation systems? https://creativecooking.blogspot.com/2025/12/ai-in-agriculture-winter-preparation.html #Automation #AI #ProcessEngineering
4d •
Constraint-Based AI for Real Kitchens
Kosher cooking offers a great example of automation requiring both structure and human judgment. Ingredient certifications, pairing rules, and cultural customs all factor into a safe and trustworthy output. This piece uses Hanukkah planning to explore how AI handles layered rules. - How do you document constraints in your automation systems? - What consequences have you encountered for not predicting the right restraints? - Have you encountered any faith-based restrains in your work? https://creativecooking.blogspot.com/2025/12/kosher.html #Automation #AI #ProcessEngineering
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@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 3h ago
Joined Oct 8, 2025
Overland Park, Kansas
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