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#aicopilots — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #aicopilots, aggregated by home.social.

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  1. Even when tools promise 4–5x productivity gains, those gains assume ideal conditions that rarely exist in real workflows .

    Read more 👉 lttr.ai/As2wF

    #AiCopilots #AgentStacks #WorkflowAutomation

  2. Expected Value = (Time Saved × Value of Time)– (Error Cost × Error Rate)– Review Time– Trust Overhead

    Read the full article: The Automation Tax We’re Not Pricing
    ▸ lttr.ai/Aq4OC

    #AiCopilots #AgentStacks #WorkflowAutomation

  3. Most automation doesn’t fail because the model is bad.

    Read the full article: The Automation Tax We’re Not Pricing
    ▸ lttr.ai/AqURf

    #AiCopilots #AgentStacks #WorkflowAutomation

  4. In practice, verification burden is one of the largest—and least modeled—costs in AI workflows.

    Read the full article: The Automation Tax We’re Not Pricing
    ▸ lttr.ai/AqKhc

    #AiCopilots #AgentStacks #WorkflowAutomation

  5. There’s emerging research showing that automation risk scales with both failure probability and the severity of downstream impact—not just model accuracy .

    Read the full article: The Automation Tax We’re Not Pricing
    ▸ lttr.ai/AqF08

    #AiCopilots #AgentStacks #WorkflowAutomation

  6. 🤖✨ Behold, the ultimate irony: AI copilots now assist the Linux kernel, because clearly, decades of seasoned human coders needed a machine to remind them which end of the curly brace to put their semicolons. 🤦‍♂️ Who knew that GitHub's "spark" was code for "let the robots simplify what humans have already perfected"? 🚀💡
    github.com/torvalds/linux/blob #AIcopilots #LinuxKernel #Irony #HumanCoders #GitHub #HackerNews #ngated

  7. 🤖✨ Behold, the ultimate irony: AI copilots now assist the Linux kernel, because clearly, decades of seasoned human coders needed a machine to remind them which end of the curly brace to put their semicolons. 🤦‍♂️ Who knew that GitHub's "spark" was code for "let the robots simplify what humans have already perfected"? 🚀💡
    github.com/torvalds/linux/blob #AIcopilots #LinuxKernel #Irony #HumanCoders #GitHub #HackerNews #ngated

  8. 🤖✨ Behold, the ultimate irony: AI copilots now assist the Linux kernel, because clearly, decades of seasoned human coders needed a machine to remind them which end of the curly brace to put their semicolons. 🤦‍♂️ Who knew that GitHub's "spark" was code for "let the robots simplify what humans have already perfected"? 🚀💡
    github.com/torvalds/linux/blob #AIcopilots #LinuxKernel #Irony #HumanCoders #GitHub #HackerNews #ngated

  9. 🤖✨ Behold, the ultimate irony: AI copilots now assist the Linux kernel, because clearly, decades of seasoned human coders needed a machine to remind them which end of the curly brace to put their semicolons. 🤦‍♂️ Who knew that GitHub's "spark" was code for "let the robots simplify what humans have already perfected"? 🚀💡
    github.com/torvalds/linux/blob #AIcopilots #LinuxKernel #Irony #HumanCoders #GitHub #HackerNews #ngated

  10. 🤖✨ Behold, the ultimate irony: AI copilots now assist the Linux kernel, because clearly, decades of seasoned human coders needed a machine to remind them which end of the curly brace to put their semicolons. 🤦‍♂️ Who knew that GitHub's "spark" was code for "let the robots simplify what humans have already perfected"? 🚀💡
    github.com/torvalds/linux/blob #AIcopilots #LinuxKernel #Irony #HumanCoders #GitHub #HackerNews #ngated

  11. What do Microsoft’s 2026 security features tell us about how attackers are actually breaching collaboration platforms?

    On this week’s Cyberside Chats, Sherri Davidoff and Matt Durrin break down the updates—from anomaly reporting to tenant restrictions—and show why every organization needs clearer data classifications, stronger identity boundaries, and easier ways for users to report suspicious activity. It’s a practical roadmap for securing the tools employees rely on every day.

    Watch the video: youtube.com/watch?v=60bYlgCI7zw

    Listen here: chatcyberside.com/e/collaborat

    Or find Cyberside Chats wherever you get your podcasts.

    #CollaborationTools #Microsoft365 #IdentityManagement #AnomalyDetection #AICopilots #DataSecurity #SecurityTraining #CybersideChats

  12. What do Microsoft’s 2026 security features tell us about how attackers are actually breaching collaboration platforms?

    On this week’s Cyberside Chats, Sherri Davidoff and Matt Durrin break down the updates—from anomaly reporting to tenant restrictions—and show why every organization needs clearer data classifications, stronger identity boundaries, and easier ways for users to report suspicious activity. It’s a practical roadmap for securing the tools employees rely on every day.

    Watch the video: youtube.com/watch?v=60bYlgCI7zw

    Listen here: chatcyberside.com/e/collaborat

    Or find Cyberside Chats wherever you get your podcasts.

    #CollaborationTools #Microsoft365 #IdentityManagement #AnomalyDetection #AICopilots #DataSecurity #SecurityTraining #CybersideChats

  13. What do Microsoft’s 2026 security features tell us about how attackers are actually breaching collaboration platforms?

    On this week’s Cyberside Chats, Sherri Davidoff and Matt Durrin break down the updates—from anomaly reporting to tenant restrictions—and show why every organization needs clearer data classifications, stronger identity boundaries, and easier ways for users to report suspicious activity. It’s a practical roadmap for securing the tools employees rely on every day.

    Watch the video: youtube.com/watch?v=60bYlgCI7zw

    Listen here: chatcyberside.com/e/collaborat

    Or find Cyberside Chats wherever you get your podcasts.

    #CollaborationTools #Microsoft365 #IdentityManagement #AnomalyDetection #AICopilots #DataSecurity #SecurityTraining #CybersideChats

  14. For decisions with significant consequences, ensure a human is in the loop. AI should act as a copilot, assisting humans who make the final critical decisions. #HumanInTheLoop #AICopilots

  15. For decisions with significant consequences, ensure a human is in the loop. AI should act as a copilot, assisting humans who make the final critical decisions. #HumanInTheLoop #AICopilots

  16. For decisions with significant consequences, ensure a human is in the loop. AI should act as a copilot, assisting humans who make the final critical decisions. #HumanInTheLoop #AICopilots

  17. For decisions with significant consequences, ensure a human is in the loop. AI should act as a copilot, assisting humans who make the final critical decisions. #HumanInTheLoop #AICopilots