Singularity Engineering Canada
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Singularity is an engineering consultancy that applies AI to execute engineering projects
09/25/2026
Everyone’s debating where AI eventually takes us.
There’s plenty to figure out before we get there.
Where does AI actually save time? Where does it fall short? And where does an engineer still need to make the call?
What's your thoughts?
AI could cause human extinction. So how much should we trust it?
The more practical risk is simpler: AI can produce an answer that looks technically sound—and still be wrong.
AI can compare equipment and recommend an option—but did it use the right operating conditions? Is the recommendation actually supported by the source data?
AI can accelerate the work. Engineering judgment still determines what you can safely rely on.
For more practical AI insights for engineers, subscribe our Newsletter: https://singularitys-newsletter-e67a1c.beehiiv.com
How Much Should We Trust AI?
Before giving AI more responsibility, what questions should we be asking?
Workplace complacency can make familiar hazards easy to miss.
Inspect equipment before every use, remove damaged equipment from service, and report defects.
Still jumping between Excel and an AI chat—one calculation input at a time?
See how AI can organize workbook inputs for review, with sources traceable, assumptions visible, and missing information flagged for engineering confirmation.
Which repetitive step would you simplify first?
09/16/2026
AI got faster. Did your engineering workflow?
Google’s latest ATLAS update highlights reported time savings alongside bottlenecks in testing and validation.
We see AI’s potential across the whole job—from drafting to checking and approval.
Helping the whole engineering workflow move forward while keeping technical judgment central.
What work takes up most of your time?
Read more here: https://blog.google/innovation-and-ai/technology/ai/ai-economy-atlas-september-2026/?utm_source=chatgpt.com
“Probably fine” isn’t a safety control. 🦺
Asking a question or reporting a hazard could prevent someone from getting hurt.
Speaking up is part of the job.
Wrong units can ruin engineering deliverables! Inconsistent unit systems lead to bad assumptions and downstream errors, even when calculations are correct.
A Unit Preferences Document keeps your LLM aligned so future outputs use the right units every time.
Quick Setup:
1. Define Scope:
2. Gather References
3. Generate & Review
4. Save & Use
Follow Singularity Engineering Canada for more AI Engineering Insights
09/09/2026
Your inbox keeps filling up while you’re still rewriting one reply.
Try this 2-minute routine with ChatGPT + Gmail:
1. Open ChatGPT and connect Gmail through Plugins. This is a one-time setup.
2. Ask ChatGPT to find the email you want to answer.
3. Give it your key points and ask it to draft a reply.
4. Check the recipient and message, then approve sending.
Once you’re connected, start at step 2 for your next email.
Save this guide if you found it useful.
Could GPT-6 make your next engineering report easier to put together?
OpenAI says GPT-6 Astra is better at following templates, creating reports and spreadsheets, and keeping track of changing instructions. [Read the announcement](https://openai.com/index/gpt-6-astra/).
What would you try first: drafting a report or organising a spreadsheet?
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Calgary, AB