Digital Labor Lab
@digitallaborlab.com
Exploring how AI Agents & humans will collaborate in the next era of work. 🚀 We break down the impact of AI-driven labor on business, leadership, and innovation—so you can stay ahead of the curve.
🎙️ Podcast | 🔍 Research | ⚡ Thought Leadership
🎙️ Podcast | 🔍 Research | ⚡ Thought Leadership
Shopify just made AI everyone's job—even executives must use it as their "first reflex." What's the first task in your role you'd hand over to AI tomorrow? #AIWorkplace #DigitalTransformation
April 25, 2025 at 11:53 AM
Shopify just made AI everyone's job—even executives must use it as their "first reflex." What's the first task in your role you'd hand over to AI tomorrow? #AIWorkplace #DigitalTransformation
"Stagnation is slow motion failure." At Shopify, not actively upskilling with AI means you're sliding backward—the Red Queen effect where you run faster just to stay in place. This creates a new stress dimension for performance reviews. #AIWorkplace #DigitalTransformation
April 24, 2025 at 11:52 AM
"Stagnation is slow motion failure." At Shopify, not actively upskilling with AI means you're sliding backward—the Red Queen effect where you run faster just to stay in place. This creates a new stress dimension for performance reviews. #AIWorkplace #DigitalTransformation
Shopify is adding AI usage to performance reviews and peer evaluations. This isn't just encouragement—it's measurement. Now HR must define what "good AI use" looks like across every department. What gets measured gets managed. #FutureOfWork #AIStrategy
April 23, 2025 at 11:53 AM
Shopify is adding AI usage to performance reviews and peer evaluations. This isn't just encouragement—it's measurement. Now HR must define what "good AI use" looks like across every department. What gets measured gets managed. #FutureOfWork #AIStrategy
Shopify isn't just adopting AI—they're weaving it into their DNA. Their approach requires AI exploration in every prototype phase, making it reflexive rather than optional. This isn't policy—it's strategic business redesign for the AI-first era. #DigitalTransformation
April 22, 2025 at 11:52 AM
Shopify isn't just adopting AI—they're weaving it into their DNA. Their approach requires AI exploration in every prototype phase, making it reflexive rather than optional. This isn't policy—it's strategic business redesign for the AI-first era. #DigitalTransformation
Shopify's public AI mandate creates immediate pressure on competitors to accelerate their own strategies. When a CEO declares AI "the fastest shift in work" he's seen and makes it mandatory, the industry must respond. But the question remains: how to scale without chaos? #AIStrategy
April 21, 2025 at 11:52 AM
Shopify's public AI mandate creates immediate pressure on competitors to accelerate their own strategies. When a CEO declares AI "the fastest shift in work" he's seen and makes it mandatory, the industry must respond. But the question remains: how to scale without chaos? #AIStrategy
AI adoption requires significant time investment—it's not something you pick up overnight. When companies mandate AI usage without allocating learning hours, they're creating impossible expectations. Even AI enthusiasts admit we're still in "laboratory mode." #WorkplaceAI
April 18, 2025 at 11:52 AM
AI adoption requires significant time investment—it's not something you pick up overnight. When companies mandate AI usage without allocating learning hours, they're creating impossible expectations. Even AI enthusiasts admit we're still in "laboratory mode." #WorkplaceAI
AI adoption isn't free. If it's on your performance review, it's labor—not a side project. Companies mandating AI usage must provide time for learning and deployment, especially when teams are already stretched thin from layoffs. #DigitalTransformation #AIWorkforce
April 17, 2025 at 11:54 AM
AI adoption isn't free. If it's on your performance review, it's labor—not a side project. Companies mandating AI usage must provide time for learning and deployment, especially when teams are already stretched thin from layoffs. #DigitalTransformation #AIWorkforce
AI agents aren’t just tools—they’re digital coworkers.
Are you securing them like your human team?
#DigitalLabor #ZeroTrust #AIsecurity
Are you securing them like your human team?
#DigitalLabor #ZeroTrust #AIsecurity
April 16, 2025 at 11:53 AM
AI agents aren’t just tools—they’re digital coworkers.
Are you securing them like your human team?
#DigitalLabor #ZeroTrust #AIsecurity
Are you securing them like your human team?
#DigitalLabor #ZeroTrust #AIsecurity
Synthetic data lets you train AI with realism—without risking real people or secrets.
Ever worked with synthetic data? #AIprivacy #SyntheticData
Ever worked with synthetic data? #AIprivacy #SyntheticData
April 15, 2025 at 11:53 AM
Synthetic data lets you train AI with realism—without risking real people or secrets.
Ever worked with synthetic data? #AIprivacy #SyntheticData
Ever worked with synthetic data? #AIprivacy #SyntheticData
A sandboxed AI training environment keeps your data safe—no leaks, no surprises.
Have you heard of this before? #AIsecurity #ModelTraining
Have you heard of this before? #AIsecurity #ModelTraining
April 14, 2025 at 11:52 AM
A sandboxed AI training environment keeps your data safe—no leaks, no surprises.
Have you heard of this before? #AIsecurity #ModelTraining
Have you heard of this before? #AIsecurity #ModelTraining
Would you give a new hire full access to every file? No? Then don’t do it with AI. Treat digital labor like employees—use role-based access. #DigitalLabor #AIsecurity
April 11, 2025 at 11:53 AM
Would you give a new hire full access to every file? No? Then don’t do it with AI. Treat digital labor like employees—use role-based access. #DigitalLabor #AIsecurity
Differential privacy adds just enough “noise” to keep personal data private—without killing the insights. Smart privacy, smarter AI. Are you using it? #AIprivacy #DigitalLabor
April 10, 2025 at 11:54 AM
Differential privacy adds just enough “noise” to keep personal data private—without killing the insights. Smart privacy, smarter AI. Are you using it? #AIprivacy #DigitalLabor
Local AI is here. New GPUs make it possible to run powerful models in-house—securely and auditable. No data leaks. Full control.
Is your org ready for private AI?👇
#AI #DigitalLabor #AIGovernance
Is your org ready for private AI?👇
#AI #DigitalLabor #AIGovernance
April 9, 2025 at 11:53 AM
Local AI is here. New GPUs make it possible to run powerful models in-house—securely and auditable. No data leaks. Full control.
Is your org ready for private AI?👇
#AI #DigitalLabor #AIGovernance
Is your org ready for private AI?👇
#AI #DigitalLabor #AIGovernance
Running AI inside your firewall = max control. No data leaks, no surprises. Most orgs can’t do it yet—but the tech is catching up.
Would you go on-prem if it became easier?
👇
Would you go on-prem if it became easier?
👇
April 8, 2025 at 11:53 AM
Running AI inside your firewall = max control. No data leaks, no surprises. Most orgs can’t do it yet—but the tech is catching up.
Would you go on-prem if it became easier?
👇
Would you go on-prem if it became easier?
👇
Would you trust a vendor who won’t tell you what their AI was trained on?
You shouldn’t.
Ask for a model card.
Ask for an audit.
Ask better questions.
How are you holding your AI vendors accountable?
#ResponsibleAI #AIgovernance #EnterpriseAI
You shouldn’t.
Ask for a model card.
Ask for an audit.
Ask better questions.
How are you holding your AI vendors accountable?
#ResponsibleAI #AIgovernance #EnterpriseAI
April 7, 2025 at 11:53 AM
Would you trust a vendor who won’t tell you what their AI was trained on?
You shouldn’t.
Ask for a model card.
Ask for an audit.
Ask better questions.
How are you holding your AI vendors accountable?
#ResponsibleAI #AIgovernance #EnterpriseAI
You shouldn’t.
Ask for a model card.
Ask for an audit.
Ask better questions.
How are you holding your AI vendors accountable?
#ResponsibleAI #AIgovernance #EnterpriseAI
Building your own AI model?
✅ Use synthetic data
✅ License legit datasets
✅ Join transparent open source projects
Responsible data isn’t just ethical—it’s strategic.
How are you sourcing your training data?
#ResponsibleAI #GenAI
✅ Use synthetic data
✅ License legit datasets
✅ Join transparent open source projects
Responsible data isn’t just ethical—it’s strategic.
How are you sourcing your training data?
#ResponsibleAI #GenAI
April 4, 2025 at 11:53 AM
Building your own AI model?
✅ Use synthetic data
✅ License legit datasets
✅ Join transparent open source projects
Responsible data isn’t just ethical—it’s strategic.
How are you sourcing your training data?
#ResponsibleAI #GenAI
✅ Use synthetic data
✅ License legit datasets
✅ Join transparent open source projects
Responsible data isn’t just ethical—it’s strategic.
How are you sourcing your training data?
#ResponsibleAI #GenAI
3 questions to ask before buying AI:
1️⃣ Is the data licensed or public?
2️⃣ Can you see the data lineage?
3️⃣ Any known lawsuits?
Due diligence today prevents damage tomorrow.
What’s on your AI vendor checklist?
#AIgovernance #ResponsibleAI
1️⃣ Is the data licensed or public?
2️⃣ Can you see the data lineage?
3️⃣ Any known lawsuits?
Due diligence today prevents damage tomorrow.
What’s on your AI vendor checklist?
#AIgovernance #ResponsibleAI
April 3, 2025 at 11:53 AM
3 questions to ask before buying AI:
1️⃣ Is the data licensed or public?
2️⃣ Can you see the data lineage?
3️⃣ Any known lawsuits?
Due diligence today prevents damage tomorrow.
What’s on your AI vendor checklist?
#AIgovernance #ResponsibleAI
1️⃣ Is the data licensed or public?
2️⃣ Can you see the data lineage?
3️⃣ Any known lawsuits?
Due diligence today prevents damage tomorrow.
What’s on your AI vendor checklist?
#AIgovernance #ResponsibleAI
Healthcare. Finance. Education. Law.
If your AI vendor used copyrighted training data, are you really ready to deploy in these spaces?
Ethical companies shouldn’t fall behind for doing the right thing.
How are you vetting your AI partners?
#AIethics #DigitalLabor #GenAI
If your AI vendor used copyrighted training data, are you really ready to deploy in these spaces?
Ethical companies shouldn’t fall behind for doing the right thing.
How are you vetting your AI partners?
#AIethics #DigitalLabor #GenAI
April 2, 2025 at 11:53 AM
Healthcare. Finance. Education. Law.
If your AI vendor used copyrighted training data, are you really ready to deploy in these spaces?
Ethical companies shouldn’t fall behind for doing the right thing.
How are you vetting your AI partners?
#AIethics #DigitalLabor #GenAI
If your AI vendor used copyrighted training data, are you really ready to deploy in these spaces?
Ethical companies shouldn’t fall behind for doing the right thing.
How are you vetting your AI partners?
#AIethics #DigitalLabor #GenAI
Your chatbot might be trained on copyrighted books.
If your AI vendor cut corners, you could face the fallout—fines, lawsuits, PR blowback.
Are you asking the right questions before you deploy?
#AIethics #EnterpriseAI #DigitalLabor
If your AI vendor cut corners, you could face the fallout—fines, lawsuits, PR blowback.
Are you asking the right questions before you deploy?
#AIethics #EnterpriseAI #DigitalLabor
April 1, 2025 at 11:53 AM
Your chatbot might be trained on copyrighted books.
If your AI vendor cut corners, you could face the fallout—fines, lawsuits, PR blowback.
Are you asking the right questions before you deploy?
#AIethics #EnterpriseAI #DigitalLabor
If your AI vendor cut corners, you could face the fallout—fines, lawsuits, PR blowback.
Are you asking the right questions before you deploy?
#AIethics #EnterpriseAI #DigitalLabor
AI should do what it's best at, leaving humans to excel at their strengths. How can we use AI to ease workloads rather than increase burnout? Share how you've balanced tasks in your workplace! #DigitalLabor #FutureOfWork
March 26, 2025 at 11:53 AM
AI should do what it's best at, leaving humans to excel at their strengths. How can we use AI to ease workloads rather than increase burnout? Share how you've balanced tasks in your workplace! #DigitalLabor #FutureOfWork
AI shouldn't just do our laundry while we make art. Even creators need breaks to refresh! Balance your AI use. Reduce complexity in high-stress tasks and automate the mundane. That's #DigitalLabor done right. Thoughts on keeping humans & AI balanced? 🤔 #FutureOfWork
March 24, 2025 at 11:53 AM
AI shouldn't just do our laundry while we make art. Even creators need breaks to refresh! Balance your AI use. Reduce complexity in high-stress tasks and automate the mundane. That's #DigitalLabor done right. Thoughts on keeping humans & AI balanced? 🤔 #FutureOfWork
Is AI making work harder? 🤔 We must rethink automation strategies! Balance digital labor so humans aren't left with only the tough tasks. Join the conversation: How should businesses recalibrate their #AIAgents for the #FutureOfWork? 💼💡 #DigitalLabor
March 21, 2025 at 11:53 AM
Is AI making work harder? 🤔 We must rethink automation strategies! Balance digital labor so humans aren't left with only the tough tasks. Join the conversation: How should businesses recalibrate their #AIAgents for the #FutureOfWork? 💼💡 #DigitalLabor
Are we overloading experienced professionals? 🏥 As AI assigns simpler tasks to newcomers, experts face the toughest cases. This rising complexity can strain even the most seasoned workers. How should we balance these workloads? 🤔 #FutureOfWork #DigitalLabor
March 20, 2025 at 11:52 AM
Are we overloading experienced professionals? 🏥 As AI assigns simpler tasks to newcomers, experts face the toughest cases. This rising complexity can strain even the most seasoned workers. How should we balance these workloads? 🤔 #FutureOfWork #DigitalLabor
🚀 As AI regulation tightens, it's not just about creativity—it's about accountability. Can you articulate your process like a high school math student showing their work? Documenting your AI workflows is crucial for transparency. Ready to dive deeper? Comment below! #AITransparency #FutureOfWork
March 18, 2025 at 11:52 AM
🚀 As AI regulation tightens, it's not just about creativity—it's about accountability. Can you articulate your process like a high school math student showing their work? Documenting your AI workflows is crucial for transparency. Ready to dive deeper? Comment below! #AITransparency #FutureOfWork