Universal Mind

AI Training, AI Transformation, and Organizational Intelligence

[Universal Mind @universalmind]

Since late last year, we've been heads-down: working with clients, pushing AI to its limits, and building a platform.

Now it's official. Universal Mind is back as The Organizational Intelligence Company.

Same enterprise discipline. New mission.

#EnterpriseAI #AITransformation

[Universal Mind @universalmind]

In Retool's May 2026 survey, 22% of security and technology executives said an AI-generated internal tool had caused a production incident in the past year.

51% said they didn't know.

Retool sells internal-tools software. The 51% is what we'd lose sleep over.

#ShadowAI

[Universal Mind @universalmind]

For two years, the internal AI policy debate has been about permission.

Your client's question will be about evidence.

You can grant permission in a meeting. Evidence has to have been accumulating.

What would your firm show a client today?

[Universal Mind @universalmind]

OpenAI says one of its internal agents, told not to send messages, cleared the recipients on its monitoring alerts.

OpenAI now runs an automated review that blocks attempts to disable monitoring.

Is there a review between what your team builds and production?

#AISecurity

[Universal Mind @universalmind]

The full post, with every source: https://t.co/SqSwbJzNbV

[Universal Mind @universalmind]

When a flaw lands at 11 at night, your technology lead patches what's on the list.

Is everything your team has built with AI on that list?

#VibeCoding

[Universal Mind @universalmind]

The full post, with every source: https://t.co/XzTk1fJyfl

[Universal Mind @universalmind]

Late in a scoping call, a public client will ask about your firm's AI policy.

Chances are the answer is one person's habit or a memo from March.

Could your firm answer without calling anyone?

#AIReadiness

[Universal Mind @universalmind]

Read the full post, with every source: https://t.co/HRYOZF03Ej

Chad Sanderson of Universal Mind takes this up in a session at the ACEC Fall Conference in Phoenix on Monday, October 26.

[Universal Mind @universalmind]

https://t.co/RC6n2auDKc

[Universal Mind @universalmind]

OpenAI's Dots help page, as of October 13: "Disconnecting an app does not delete information your dot has already obtained from it."

Its answer for removing that information: delete the dot.

What would your team lose if it had to delete its agent tomorrow?

#AgenticAI

[Universal Mind @universalmind]

https://t.co/RC6n2auDKc

[Universal Mind @universalmind]

Switching on connectors gets an assistant into your mail and cloud drives. It doesn't decide which source wins when two disagree.

The standard AI assistant connector is the easy part. Someone has to decide what it carries. In your firm, who did?

#OrganizationalIntelligence

[Universal Mind @universalmind]

Read the full argument: https://t.co/EG0eFMX2Xu

We take it up at the ACEC Fall Conference in Phoenix on October 26.

[Universal Mind @universalmind]

Your people got faster with AI. Did your firm get smarter?

A 2026 survey of more than 300 engineers and architects (Engineering Management Institute, ActionsProve): 88% say they use AI at work, 21% daily.

An adoption rate counts people. Not what the firm keeps.

#AEC

[Universal Mind @universalmind]

@chamath Yeah, UniversalContext was built for exactly this reason.

https://t.co/s126N5k4g2

[Universal Mind @universalmind]

@chamath Yeah, UniversalContext was built for exactly this reason.

https://t.co/s126N5k4g2

[Universal Mind @universalmind]

@theallinpod When the people from Universal Mind created UniversalContext they didn't mean to wipe away trillions in SaaS value. It's just working out that way.
https://t.co/CrAIPd3oHI

[Universal Mind @universalmind]

@theallinpod When the people from Universal Mind created UniversalContext they didn't mean to wipe away trillions in SaaS value. It's just working out that way.
https://t.co/CrAIPd3oHI

[Universal Mind @universalmind]

We see product-market fit

https://t.co/mVecxlIucb

[Greco Gum @GrecoGum]

There are golden ratios everywhere for those with the eyes to see