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Episode artwork for "Why AI Tools Still Leave Workers Overloaded, with Michael Eskenasy"

Why AI Tools Still Leave Workers Overloaded, with Michael Eskenasy

54:40

Show notes

Episode Notes

AI tools promise to reduce work, but somebody still has to remember what happened, decide which version is current, carry context between systems, and make sure the next step happens. When tools stay fragmented, that coordination burden lands on people.

Michael Eskenasy joins Cody to discuss why he believes the missing piece is a coordination and trust layer rather than another standalone AI model. The conversation covers multiple sources of truth, data ownership, privacy, voice data, surveillance, compute costs, human judgment, small-town opportunities, and the future of shared information systems.

Michael is the founder and architect of ChefreyOS, which he describes as "Human Cognitive Infrastructure." His descriptions of its architecture, privacy, security, governance, costs, performance, predictions, and future outcomes are guest claims or working models. The Weird Canadian has not independently validated them and does not endorse the product.

TOPICS

- Why more AI apps may not reduce workload

- How fragmented systems create cognitive overhead

- The role of context, ownership, and human judgment

- Privacy, voice data, and surveillance concerns

- Compute cost and pass-through pricing

- What a shared information layer could change

- A practical workflow audit before adding another tool

GUEST

Michael Eskenasy / ChefreyOS: https://x.com/ItsChefreyOS

SOURCES

Microsoft Work Trend Index, "Breaking down the infinite workday":

https://www.microsoft.com/en-us/worklab/work-trend-index/breaking-down-infinite-workday

Twilio's official SendGrid acquisition announcement:

https://www.twilio.com/en-us/press/releases/twilio-completes-acquisition-sendgrid

HHS response to OMB M-21-06 on AI applications:

https://www.hhs.gov/sites/default/files/department-of-health-and-human-services-omb-m-21-06.pdf

THE WEIRD CANADIAN

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